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Pricing and Revenue Optimization in Airline Revenue Management

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Presentation on theme: "Pricing and Revenue Optimization in Airline Revenue Management"— Presentation transcript:

1 Pricing and Revenue Optimization in Airline Revenue Management
Picture and text with reflection (Basic) To reproduce the picture effects on this slide, do the following: On the Home tab, in the Slides group, click Layout and then click Blank. On the Insert tab, in the Illustrations group, click Picture. In the Insert Picture dialog box, select a picture, and then click Insert. Under Picture Tools, on the Format tab, in the bottom right corner of the Size group, click the Size and Position dialog box launcher. In the Size and Position dialog box, on the Size tab, resize or crop the picture as needed so that under Size and rotate, the Height box is set to 3.17” and the Width box is set to 10”. Resize the picture under Size and rotate by entering values into the Height and Width boxes. Crop the picture under Crop from by entering values into the Left, Right, Top, and Bottom boxes. Select the picture. On the Home tab, in the Drawing group, click Arrange, point to Align, and then do the following: Click Align to Slide. Click Align Top. Under Picture Tools, on the Format tab, in the Picture Styles group, click Picture Effects, point to Reflections, and then under Reflection Variations click Half Reflection, touching (first row, second option from the left). On the Insert tab, in the Text group, click Text Box, and then on the slide, drag to draw the text box. Enter text in the text box, select the text, and then on the Home tab, in the Font group, select Impact from the Font list and then enter 42 in the Font Size box. On the Home tab, in the Paragraph group, click Align Text Right to align the text right in the text box. Select the text box. Under Drawing Tools, on the Format tab, in the WordArt Styles group, click Text Effects, point to Reflection, and then under Reflection Variations click Half Reflection, touching (first row, second option from the left). Under Drawing Tools, on the Format tab, in the bottom right corner of the WordArt Styles group, click the Format Text Effects dialog box launcher. In the Format Text Effects dialog box, click Text Fill in the left pane, select Solid fill in the Text Fill pane, and then do the following: Click the button next to Color, and then under Theme Colors, click White, Background 1 (first row, first option from the left). In the Transparency box, enter 12%. On the slide, drag the text box onto the picture to position as needed. To reproduce the background on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Radial. Click the button next to Direction, and then click From Center (third option from the left). In the Angle box, enter 0⁰. Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 10%. Click the button next to Color, and then under Theme Colors click White, Background 1, Darker 5% (second row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 99%. Click the button next to Color, and then under Theme Colors click White, Background 1, Darker 35% (fifth row, first option from the left).

2 متغیر تصمیم چیست؟ یک پرواز هواپیمای مسافربری را در نظر بگیرید:
ظرفیت انتقال مسافر این هواپیما محدود است (برای مثال 100 نفر) محصول این هواپیما (صندلی) در دو کلاس Full Fare و Discount Fare عرضه می گردد. قیمت های هر کلاس پروازی مشخص است. نرخ تقاضای مشتریان از کلاس های مختلف این پرواز به صورت توزیع های آماری مشخص است. هدف بیشینه کردن سود حاصل از فروش بلیط های این هواپیما می باشد. SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide. متغیر تصمیم چیست؟

3 در عمل از روش Nested Booking Limit استفاده می کنند.
یک مثال Airplane Capacity = 100 Full fare Price = 500 $ Discount Fare Price = 300 $ Full Fare Demand ~N(50,25) Discount Fare Demand ~N(75,40) 100 SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide. 40 ? 60 ? در عمل از روش Nested Booking Limit استفاده می کنند.

4 Airline Revenue Management in action
SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide.

5 A simple example: Tabriz Tehran Demands Tehran Esfahan Tabriz N(30,9)
SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide. Prices Tehran Esfahan Tabriz 150 100 250 170 120 80

6 What is the main goal of problem?
How many seats we should book in each leg for each ODF (Origin –Destination Fare) Tab -Teh -1 Tab -Teh -2 Leg 1 130 Tab -Esf-1 Tab - Esf -2 SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide. Leg 2 130 Teh-Esf-1 Teh- Esf-2

7 Why we should use simulation?
How we can use simulation to solve our problem? SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide.

8 Finally what is simulation?
Function x1 y1 x2 y2 SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide. x3 y3

9 How we can optimize a function?
Optimizer Strategy Simulation Function Input Output SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide.

10 Simulation Run Results
Booking Limits: (Nested) 1 59 70 Leg 1 15 29 86 SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide. Leg 2

11 Total revenue: 25735 $ Simulation Run Results Demands: Average Booked:
Tehran Esfahan Tabriz N(30,9) N(60,16) N(40,9) N(20,4) N(80,100) Demands: Tehran Esfahan Tabriz 30.09 60.35 23.61 29.34 19.02 56.66 Average Booked: Tehran Esfahan Tabriz 0.04 6.39 10.84 1.02 23.16 SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide. Average Refused Demands: Total revenue: $

12 Pricing and revenue management, Philips
Refrences: The theory and practice of pricing and revenue management, Talluri & Van Ryzin Pricing and revenue management, Philips Simulation-Based Booking Limits for Airline Revenue Management, Dimitris Bertsimas, Sanne de Boer, OPERATIONS RESEARCH, Vol. 53, No. 1, January–February 2005, pp. 90–106 ALLOCATION OF SIMULATION RUNS FOR SIMULATION OPTIMIZATION - Alireza Kabirian, Sigurdur Olafsson- Proceedings of the 2007 Winter Simulation Conference . Simulation Optimization: Methods and Applications- Yolanda Carson, Anu Maria- Proceedings of the 1997 Winter Simulation Conference. SIMULATION OPTIMIZATION WITH MATHEMATICAL PROGRAMMING REPRESENTATION OF DISCRETE EVENT SYSTEMS- Andrea Matta- Proceedings of the 2008 Winter Simulation Conference. SIMULATION OPTIMIZATION- Sigurdur Ólafsson, Jumi Kim- Proceedings of the 2002 Winter Simulation Conference SmartArt custom animation effects: upward arrow process (Basic) To reproduce the SmartArt effects on this slide, do the following: On the Home tab, in the Slides group, click Layout, and then click Blank. On the Insert tab, in the Illustrations group, click SmartArt. In the Choose a SmartArt Graphic dialog box, in the left pane, click Process. In the Process pane, click Upward Arrow (sixth row, third option from the left), and then click OK to insert the graphic into the slide. Select the graphic, and then click one of the arrows on the left border. In the Type your text here dialog box, enter text. (Note: To create a bulleted list below each heading, select the heading text box in the Type your text here dialog box, and then under SmartArt Tools, on the Design tab, in the Create Graphic group, click Add Bullet. Enter text into the new bullet text box.) On the slide, select the graphic. Under SmartArt Tools, on the Design tab, in the SmartArt Styles group, do the following: Click Change Colors, and then under Colorful click Colorful Range - Accent Colors 3 to 4 (third option from the left). Click More, and then under Best Match for Document click Intense Effect (fifth option from the left). On the Home tab, in the Font group, select Calibri from the Font list, and then select 24 from the Font Size list. Select the text in the first text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Olive Green, Accent 3, Darker 25% (fifth row, seventh option from the left). Select the text in the second text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Aqua, Accent 5, Darker 25% (fifth row, ninth option from the left). Select the text in the third text box from the left. Under SmartArt Tools, on the Format tab, in the WordArt Styles group, click the arrow next to Text Fill, and then under Theme Colors click Purple, Accent 4, Darker 25% (fifth row, eighth option from the left). To reproduce the animation effects on this slide, do the following: On the Animations tab, in the Animations group, click Custom Animation. On the slide, select the graphic. In the Custom Animation task pane, do the following: Click Add Effect, point to Entrance, and then click More Effects. In the Add Entrance Effect dialog box, under Basic, click Wipe. Under Modify: Wipe, in the Direction list, select From Left. Under Modify: Wipe, in the Speed list, select Fast. Also in the Custom Animation task pane, select the wipe effect. Click the arrow to the right of the wipe effect, and then click Effect Options. In the Wipe dialog box, on the SmartArt Animation tab, in the Group graphic list, select One by one. Also in the Custom Animation task pane, click the double arrow under the wipe effect to expand the contents of the list of effects. Also in the Custom Animation task pane, select the second wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Exciting, click Curve Up. Under Modify: Curve Up, in the Start list, select With Previous. Under Modify: Curve Up, in the Speed list, select Very Fast. Also in the Custom Animation task pane, select the third wipe effect and then do the following: Click Change, point to Entrance, and then click More Effects. In the Change Entrance Effect dialog box, under Moderate, click Descend. Under Modify: Descend, in the Start list, select With Previous. Under Modify: Descend, in the Speed list, select Very Fast. Click the arrow to the right of the third wipe effect, and then click Timing. In the Descend dialog box, on the Timing tab, in the Delay box, enter 0.5. Also in the Custom Animation task pane, select the fourth wipe effect and then do the following: Under Modify: Curve Up, in the Start list, select On Click. Also in the Custom Animation task pane, select the fifth wipe effect and then do the following: Under Modify: Descend, in the Start list, select After Previous. Also in the Custom Animation task pane, select the sixth wipe effect and then do the following: Also in the Custom Animation task pane, select the seventh wipe effect and then do the following: To reproduce the background effects on this slide, do the following: Right-click the slide background area, and then click Format Background. In the Format Background dialog box, click Fill in the left pane, select Gradient fill in the Fill pane, and then do the following: In the Type list, select Linear. In the Direction list, click Linear Right (first row, fourth option from the left). Under Gradient stops, click Add or Remove until two stops appear in the drop-down list. Also under Gradient stops, customize the gradient stops that you added as follows: Select Stop 1 from the list, and then do the following: In the Stop position box, enter 39%. Click the button next to Color, and then under Theme Colors click White, Background 1 (first row, first option from the left). Select Stop 2 from the list, and then do the following: In the Stop position box, enter 100%. Click the button next to Color, and then under Theme Colors click Olive Green, Accent 3, Lighter 60% (third row, seventh option from the left). To increase the size of the SmartArt graphic so that it spans the entire slide, do the following: On the slide, select the graphic. Point to the top right corner of the graphic border, until a two-headed arrow appears. Drag the top right corner of the graphic border into the top right corner of the slide. Point to the bottom left corner of the graphic border, until a two-headed arrow appears. Drag the bottom left corner of the graphic border into the bottom left corner of the slide.


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