Modeling Discrete-Event Systems with GPenSIM
An Introduction
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Beschreibung
Modeling Discrete-Event Systems with GPenSIM describes the design and applications of General Purpose Petri Net Simulator (GPenSIM), which is a software tool for modeling, simulation, and performance analysis of discrete-event systems. The brief explains the principles of modelling discrete-event systems, as well as the design and applications of GPenSIM. It is based on the author’s lectures that were given on “modeling, simulation, and performance analysis of discrete event systems”.
The brief uses GPenSIM to enable the efficient modeling of complex and large-scale discrete-event systems. GPenSIM, which is based on MATLAB®, is designed to allow easy integration of Petri net models with a vast number of toolboxes that are available on the MATLAB®. The book offers an approach for developing models that can interact with the external environment; this will help readers to solve problems in industrial diverse fields. These problems include:
- airport capacity evaluation for aviation authorities;
- finding bottlenecks in supply chains;
- scheduling drilling operations in the oil and gas industry; and
- optimal scheduling of jobs in grid computing.
This brief is of interest to researchers working on the modeling, simulation and performance evaluation of discrete-event systems, as it shows them the design and applications of an efficient modeling package. Since the book also explains the basic principles of modeling discrete-event systems in a step-by-step manner, it is also of interest to final-year undergraduate and postgraduate students.
Modeling Discrete-Event Systems with GPenSIM describes the design and applications of General Purpose Petri Net Simulator (GPenSIM), which is a software tool for modeling, simulation, and performance analysis of discrete-event systems. The brief explains the principles of modelling discrete-event systems, as well as the design and applications of GPenSIM. It is based on the author’s lectures that were given on “modeling, simulation, and performance analysis of discrete event systems”.
The brief uses GPenSIM to enable the efficient modeling of complex and large-scale discrete-event systems. GPenSIM, which is based on MATLAB®, is designed to allow easy integration of Petri net models with a vast number of toolboxes that are available on the MATLAB®. The book offers an approach for developing models that can interact with the external environment; this will help readers to solve problems in industrial diverse fields. These problems include:
- airport capacity evaluation for aviation authorities;
- finding bottlenecks in supply chains;
- scheduling drilling operations in the oil and gas industry; and
- optimal scheduling of jobs in grid computing.
This brief is of interest to researchers working on the modeling, simulation and performance evaluation of discrete-event systems, as it shows them the design and applications of an efficient modeling package. Since the book also explains the basic principles of modeling discrete-event systems in a step-by-step manner, it is also of interest to final-year undergraduate and postgraduate students.
Describes how readers can develop discrete mathematical models that are modular and can interact with external environment seamlessly Uses a new approach for modeling discrete-event systems using the tool known as General Purpose Petri Net Simulator (GPenSIM) Presents worked examples that takes the reader from simple to difficult problems in a step-by-step manner
Autor*in
Reggie Davidrajuh
Themen in »Modeling Discrete-Event Systems with GPenSIM«
Modeling of Discrete Event Systems Simulation of Discrete Event Systems Petri Nets Performance Evaluation of Discrete Event Systems Event Graph Colored Petri Nets Petri Net Modeling of Resources Cost Analysis of Petri Net Models General Purpose Petri Net Simulator Engineering Economics
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“It offers a guided tour of GPenSim’s features, emphasizing its generality and extensibility. … The book includes 38 detailed examples illustrating the functions of the program. Together with the program, it provides a very accessible laboratory to support courses or self-study based on one of the classical texts on Petri nets and discrete event modeling.” (H. Van Dyke Parunak, Computing Reviews, March 25, 2019)
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