Modern Heuristic Optimization Techniques: Theory and Applications to Power Systems

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9780471457114: Modern Heuristic Optimization Techniques: Theory and Applications to Power Systems
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This book explores how developing solutions with heuristic tools offers two major advantages: shortened development time and more robust systems. It begins with an overview of modern heuristic techniques and goes on to cover specific applications of heuristic approaches to power system problems, such as security assessment, optimal power flow, power system scheduling and operational planning, power generation expansion planning, reactive power planning, transmission and distribution planning, network reconfiguration, power system control, and hybrid systems of heuristic methods.

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Provides power system engineers with basic knowledge ofheuristic optimization techniques

Several heuristic tools have evolved in the last decade thatfacilitate solving optimization problems that were previouslyextremely challenging or even impossible to solve. Now, based on asuccessful tutorial given by the editors at IEEE Power EngineeringSociety conferences in New York and Toronto, Modern HeuristicOptimization Techniques explores how developing solutions withthese tools offers two major advantages: shortened development timeand more robust systems.

Composed of two parts, the book begins with an overview ofmodern heuristictechniques, including the fundamentals ofevolutionary computation, genetic algorithms,evolutionaryprogramming and strategies, particle swarm optimization, ant colonysearch algorithm, differential evolution, simulated annealing, tabusearch, and hybrid systems of evolutionary computation. Next, itcovers specific applications of heuristic approaches to powersystem problems, such as security assessment, optimal power flow,power system scheduling and operational planning, power generationexpansion planning, reactive power planning, transmission anddistribution planning, network reconfiguration, power plantcontrol, power system control, and hybrid systems of heuristicmethods.

Complemented with scores of drawings, charts, graphs, and tablesthat help bring the material to life, Modern Heuristic OptimizationTechniques is the only book of its kind to provide a comprehensivetreatment of the subject in a manner that is accessible to studentsand practitioners alike.

About the Author:

Kwang Y. Lee, PhD, is a Professor and Chair of Electrical andComputer Engineering at Baylor University (Texas). He is a Fellowof the IEEE. He was an associate editor of IEEE Transactions onNeural Networks and is an Editor of IEEE Transactions on EnergyConversion. He was also a member of the board of directors of theInternational Conference on Intelligent System Applications toPower Systems (ISAP).

Mohamed A. El-Sharkawi, PhD, is a Professor of ElectricalEngineering at the University of Washington. He is a Fellow of theIEEE, founder of the International Forum on the Application ofNeural Networks to Power Systems (ANNPS), and cofounder of theInternational Conference on Intelligent System Applications toPower Systems (ISAP).

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Editor: Kwang Y. Lee (Pennsylvania State University ); Editor: Mohamed A. El-Sharkawi (University of Washington )
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Book Description John Wiley and Sons Ltd, United Kingdom, 2008. Hardback. Condition: New. Language: English. Brand new Book. This book explores how developing solutions with heuristic tools offers two major advantages: shortened development time and more robust systems. It begins with an overview of modern heuristic techniques and goes on to cover specific applications of heuristic approaches to power system problems, such as security assessment, optimal power flow, power system scheduling and operational planning, power generation expansion planning, reactive power planning, transmission and distribution planning, network reconfiguration, power system control, and hybrid systems of heuristic methods. Seller Inventory # BTE9780471457114

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Book Description John Wiley and Sons Ltd, United Kingdom, 2008. Hardback. Condition: New. Language: English. Brand new Book. This book explores how developing solutions with heuristic tools offers two major advantages: shortened development time and more robust systems. It begins with an overview of modern heuristic techniques and goes on to cover specific applications of heuristic approaches to power system problems, such as security assessment, optimal power flow, power system scheduling and operational planning, power generation expansion planning, reactive power planning, transmission and distribution planning, network reconfiguration, power system control, and hybrid systems of heuristic methods. Seller Inventory # BZV9780471457114

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