Large-scale Systems: Modeling, Control, and Fuzzy Logic

Large-scale Systems: Modeling, Control, and Fuzzy Logic
ISBN-10
0131256831
ISBN-13
9780131256835
Category
Technology & Engineering / Electrical
Pages
578
Language
English
Published
1997
Publisher
Prentice Hall
Author
Mohammad Jamshidi

Description

"One definition of large-scale systems is that they are capable of partitioning into subsystems for computational or practical reasons.Another viewpoint defines any system as "large" if conventional techniques of modeling, analysis, and control fail to yield reasonable solutions with reasonable computational efforts. These definitions can be applied to a variety of systems in fields as diverse as business management, the environment, data networks, aerospace, transportation, and energy. All these large-scale systems require special approaches to modeling and control, and recent advances in soft computing provide new oppotunities to use intelligent control to manage their complexity. Fuzzy logic, neural networks, and genetic (evolutionary) lagorithms all offer new avenues for modeling, stabilization, control, and optimization of large-scale systems. This book presents past and present trends, and looks into the future potentia with a special focus on computer-assisted problem-solving. Concepts are presented with their proofs, followed by an algorithm showing how to use the results. Problems are included at the end of every chapter." (source : 4ème de couverture).

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