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๐ท= ๐ท ๐ โ
๐๐ ๐ท ๐ = ๐ท ๐ ๐+ ๐ ๐ ๐๐ EXPONENTIAL AND LOGISTIC MODELING
1)Interest ๐ท ๐ = ๐ท ๐ ๐+ ๐ ๐ ๐๐ Compounded n times per year for t years ๐ท= ๐ท ๐ โ
๐๐ Continuously Compounded
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EX#1: How long does it take to double $1000 at an annual interest rate of 6.35% compounded monthly?
๐ท ๐ = ๐ท ๐ ๐+ ๐ ๐ ๐๐ Given : Po=$1000 R= 6.35% = N=12 P(t)= 2000 2000=๐๐๐๐ ๐+ .๐๐๐๐ ๐๐ ๐๐๐ 2= ๐+ .๐๐๐๐ ๐๐ ๐๐๐ log 2= ๐๐๐ ๐+ .๐๐๐๐ ๐๐ ๐๐๐ log 2 log =12๐ก log 2 =12๐กโ
log ๐กโ10.9 ๐ฆ๐๐๐๐ log log =๐ก
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Exponential Growth/Decay Problems
๐= ๐ ๐ ๐ ๐๐ก Here ๐ ๐ is the initial amount and k is the exponential growth/decay rate. If k is positive then we will have a growth model and if k is negative then we will have a decay model.
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EX #2: Suppose a culture of 100 bacteria is put into a petri dish and the culture doubles every hour. Predict when the number of bacteria will be 250,000? Given k= ๐= ๐ ๐ ๐ ๐๐ก Know: 250,000=100 ๐ ๐.๐๐๐๐๐ก ๐ ๐ =100 ๐=250,000 ๐๐ 2500 = ๐๐ ๐ ๐ก ๐=0.6931 ๐๐ 2500 = ๐ก l๐ ๐ l๐ =๐ก ๐ก=11.29 โ๐๐ข๐๐
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EX. 3 Suppose the half-life of a certain radioactive substance is 40 days and there are 8 grams present initially. Find the time when there will be 1 g (gram) of the substance remaining. K= ๐= ๐ ๐ ๐ ๐๐ก 1=8 โ
โ0.6931๐ก ln โ =๐ก ๐ก=120 ๐๐๐ฆ๐ 1 8 = โ
โ0.6931๐ก ln 1 8 = ๐๐โ
โ0.6931๐ก ๐ก=3 โ๐๐๐โ๐๐๐๐๐
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๐จ= ๐จ ๐ โ
๐๐ Uninhibited Growth ln 8 5 =๐ ln โ
800=500 โ
๐(1) ๐=0.47000
๐จ= ๐จ ๐ โ
๐๐ EX. 4 A culture of bacteria follows the law of uninhibited growth. If 500 bacteria are present initially and there are 800 after 1 hour. (Hint: Find k to 5 decimal places) A. How many will be present in the culture after 5 hours? B. How long before the culture contains 20,000 bacteria? ๐ด= ๐ด 0 โ
๐๐ก ln =๐ ln โ
800=500 โ
๐(1) ๐= 8 5 = โ
๐ ln =๐
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A culture of bacteria follows the law of uninhibited growth
A culture of bacteria follows the law of uninhibited growth. If 500 bacteria are present initially and there are 800 after 1 hour. A. How many will be present in the culture after 5 hours? A=500 โ
(0.4700)(5) A=500 โ
(2.35) ๐ด=5, B. How long before the culture contains 20,000 bacteria? 20,000=500 โ
(0.4700)(๐ก) = โ
(๐ก) 40= โ
(๐ก) ln =๐ก ln 40 =0.4700๐ก ln โ
๐ก=7.8487
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Your Turn The streptococci bacteria population N at time t (in months) is given by N = N0e2t where N0 is the initial population. If the initial population was 100, how long does it take for the population to reach one million? N = N0e2t ln10,000 = ln e2t 1,000,000 = 100e2t ๐ก=4.6054 ln10,000 = 2t ln e
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Richter Scale Model โ measures magnitude R of an
earthquake, a is amplitude in micrometers of the vertical ground motion at the receiving station, T is period of the seismic wave in seconds, and B is the dampening of the seismic wave as the distance from the epicenter increases
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Richter Scale Intensity
How many times more severe was the 2001 earthquake in Gujarat, India (R1 = 7.9) than the 1999 earthquake in Athens, Greece (R2= 5.9) ? ๐
= ๐ผ ๐ผ ๐
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pH Scale Model โ a scale that measures how acidic or basic a substance ranks. The scale ranges from 0 to 14, where 7 represents neutral and each whole pH value below 7 is ten times more acidic than the next higher value
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Newtonโs Law of Cooling โ The temperature T of an object at time t, where Tm = temperature of the surrounding medium, and T0 = initial temperature of the object.
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A hard-boil egg at a temperature of 96 โฆ C is placed in 16 โฆ C water to cool . Four minutes later the temperature of the egg is 45 C. Determine when the egg will be 20 โฆ C 45=16+(96โ16) ๐ โ4๐ 29 80 = ๐ โ4๐ ๐๐ =โ4๐ ๐ ๐ =96 ๐ถ ๐ ๐ =16 C ๐=0.254 ๐(4)=45 C ๐๐ =๐๐ ๐ โ4๐ 20=16+(96โ16) ๐ โ0.254๐ก 11.8
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Volume of Sound Model the volume L is measured in decibels (db) and I is the intensity in watts per square meter (W/m2 ).
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Logistic Growth Function
where the constant c is the limit to growth.
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๐ ๐ก = 1500 1+ 38๐ โ0.9๐ก t = 0 is the day the rumor begins
Surfside High School has 1500 students. Max, Patti, Juan, and Andrea start a rumor, which spreads logistically so that models the number of students who have heard the rumor by the end of t days, where t = 0 is the day the rumor begins ๐ ๐ก = ๐ โ0.9๐ก A. How many students have heard the rumor by the end of day 0? 38 B. How long does it take for 1000 students to hear the rumor? 4.8 days
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The function: ๐น ๐ก = 64, ๐ โ1.2๐ก describes the number of people F t who have become ill with a flu breakout ๐ก weeks after its initial discovery within a town of 64,000 people A. What is the limiting size of , the population that can become ill? B. How many people were ill at the beginning of the epidemic? C. How many people were ill by the end of the fourth week?
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