CAP 4800/CAP 5805: Computer Simulation Concepts

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Presentation transcript:

CAP 4800/CAP 5805: Computer Simulation Concepts Petri Nets I Friday, October 21, 2005 Unviersity of Florida

Definition of Petri Net C = ( P, T, I, O) Places P = { p1, p2, p3, …, pn} Transitions T = { t1, t2, t3, …, tn} Input I : T  Pr (r = number of places) Output O : T  Pq (q = number of places) marking µ : assignment of tokens to the places of Petri net µ = µ1, µ2, µ3, … µn

Applications of Petri Net Petri net is primarily used for studying the dynamic concurrent behavior of network-based systems where there is a discrete flow. Petri Nets are applied in practice by industry, academia, and other places. -reference

CAP 4800/CAP 5805: Computer Simulation Concepts Basics of Petri Nets Petri net consist two types of nodes: places and transitions. And arc exists only from a place to a transition or from a transition to a place. A place may have zero or more tokens. Graphically, places, transitions, arcs, and tokens are represented respectively by: circles, bars, arrows, and dots. p1 t1 p2 Unviersity of Florida

Basics of Petri Nets -continued Below is an example Petri net with two places and one transaction. Transition node is ready to fire if and only if there is at least one token at each of its input places state transition of form (1, 0)  (0, 1) p1 : input place p2: output place p1 t1 p2

Properties of Petri Nets Sequential Execution Transition t2 can fire only after the firing of t1. This impose the precedence of constraints "t2 after t1." Synchronization Transition t1 will be enabled only when a token there are at least one token at each of its input places. Merging Happens when tokens from several places arrive for service at the same transition. p1 t1 p2 t2 p3 t1

Properties of Petri Nets Concurrency t1 and t2 are concurrent. - with this property, Petri net is able to model systems of distributed control with multiple processes executing concurrently in time. -continued t1 t2

Properties of Petri Nets Conflict t1 and t2 are both ready to fire but the firing of any leads to the disabling of the other transitions. -continued t1 t2 t1 t2

Properties of Petri Nets Conflict - continued the resulting conflict may be resolved in a purely non-deterministic way or in a probabilistic way, by assigning appropriate probabilities to the conflicting transitions. there is a choice of either t1 and t2, or t3 and t4 -continued t1 t2 t3 t4

Example: In a Restaurant (A Petri Net) Waiter free Customer 1 Customer 2 Take order Take order wait Order taken wait eating eating Tell kitchen Serve food Serve food

Example: In a Restaurant (Two Scenarios) Waiter takes order from customer 1; serves customer 1; takes order from customer 2; serves customer 2. Scenario 2: Waiter takes order from customer 1; takes order from customer 2; serves customer 2; serves customer 1.

Example: In a Restaurant (Scenario 1) Waiter free Customer 1 Customer 2 Take order Order taken Tell kitchen wait Serve food eating

Example: In a Restaurant (Scenario 2) Waiter free Customer 1 Customer 2 Take order Order taken Tell kitchen wait Serve food eating

Example: Vending Machine (A Petri net) CAP 4800/CAP 5805: Computer Simulation Concepts Example: Vending Machine (A Petri net) 5c Take 15c bar Deposit 5c 0c Deposit 10c Deposit 5c 10c Deposit 20c 15c Take 20c bar Unviersity of Florida

Example: Vending Machine (3 Scenarios) Deposit 5c, deposit 5c, deposit 5c, deposit 5c, take 20c snack bar. Scenario 2: Deposit 10c, deposit 5c, take 15c snack bar. Scenario 3: Deposit 5c, deposit 10c, deposit 5c, take 20c snack bar.

Example: Vending Machine (Token Games) CAP 4800/CAP 5805: Computer Simulation Concepts Example: Vending Machine (Token Games) 5c Take 15c bar Deposit 5c 0c Deposit 10c Deposit 5c 10c Deposit 20c 15c Take 20c bar Unviersity of Florida

Petri Net examples

Petri Net examples (Dining Philosophers) Five philosophers alternatively think and eating Chopsticks: p0, p2, p4, p6, p8 Philosophers eating: p10, p11, p12, p13, p14 Philosophers thinking/meditating: p1, p3, p5, p7, p9

Petri Net with Time 1962 - Carl Adam Petri originally proposed Petri without any notion of time. Concept of time was intentionally avoided because addition of time restricts the behavior of the net. 1970s ~ - Addition of time has been discussed in order to analyze the performance of the modeled system. Many properties are still undecided for Petri nets extended with data and time.

References Fishwick, Paul(1995) – Simulation Model Design and Execution Petri Nets World Ling,Chris(2001) – Lecture on Petri Nets Method Chapman, Nick(1997) – Surprise97 journal on Petri Nets Models