Modeling and Simulation of Systems Using MATLAB and Simulink

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CRC Press (33-3119) | PDF | 933 pages | 3639916933 | 36.9Mb
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Modeling
and Simulation of Systems Using MATLAB and Simulink /by Devendra K.
Chaturvedi. Not only do modeling and simulation help provide a better
understanding of how real-world systems function, they also enable us to
predict system behavior before a system is actually built and analyze
systems accurately under varying operating conditions.
Modeling and
Simulation of Systems Using MATLABĀ® and SimulinkĀ® provides
comprehensive, state-of-the-art coverage of all the important aspects of
modeling and simulating both physical and conceptual systems. Various
real-life examples show how simulation plays a key role in understanding
real-world systems. The author also explains how to effectively use
MATLAB and Simulink software to successfully apply the modeling and
simulation techniques presented.
After introducing the underlying
philosophy of systems, the book offers step-by-step procedures for
modeling different types of systems using modeling techniques, such as
the graph-theoretic approach, interpretive structural modeling, and
system dynamics modeling. It then explores how simulation evolved from
pre-computer days into the current science of today. The text also
presents modern soft computing techniques, including artificial neural
networks, fuzzy systems, and genetic algorithms, for modeling and
simulating complex and nonlinear systems. The final chapter addresses
discrete systems modeling.

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