COMPUTER SIMULATION Flashcards
answer the question “What if?”
computer simulation
answer the question “What is?”
computer simulaton
enables studies of more complex systems because it creates observations by “moving forward” into the future
computer simulation
involves modeling the organizational system as
a set of entities evolving over time according to the availability of resources and the triggering of events.
Discrete event simulation
involves identifying the key “state” variables that define
the behavior of the system, and then relating those variables to one another through coupled, differential equations.
System dynamics
involves agents that attempt to maximize their
fitness (utility) functions by interacting with other agents and resources
Agent-based simulation
seven purpose of simulation
prediction, performance, training, entertainment, education, proof, theory discovery
By comparing different output
obtained via different structures and governing rules, researchers can infer what might
happen in the real situation if such interventions were to occur.
prediction
s a substitute for experimentation and intervention on
the actual system.
Simulation for prediction
undertaken when such experimentation is too dangerous, costly, untimely, or inconvenient
Simulation for prediction
Simulation can uncover phenomena that in turn focus theoretical attention
Theory discovery
simulation can be used to perform real tasks for an organization, such as diagnosis or decision-making.
performance
A simulation environment makes it quick, easy, and safe for users to make
decisions that mimic the decisions they (will) make in reality.
training
three different approaches to simulation
discrete event simulation, system dynamics, ad agent-based simulations
are best used when the organizational system
under study can be adequately characterized by variables and corresponding
states, and events occur that change the value of these variable states in some
rule-oriented but stochastic manner.
Discrete event simulation