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Modern Heuristic Optimization Techniques: Theory and Applications to Power Systems
Hardcover
Series: IEEE Press Power and Energy Systems
ISBN13: 9780471457114
Publisher: Wiley-IEEE Press
Published: Jan 1 2008
Pages: 624
Weight: 2.20
Height: 1.38 Width: 6.48 Depth: 9.17
Language: English
Provides power system engineers with basic knowledge of heuristic optimization techniques
Several heuristic tools have evolved in the last decade that facilitate solving optimization problems that were previously extremely challenging or even impossible to solve. Now, based on a successful tutorial given by the editors at IEEE Power Engineering Society conferences in New York and Toronto, Modern Heuristic Optimization Techniques explores how developing solutions with these tools offers two major advantages: shortened development time and more robust systems.
Composed of two parts, the book begins with an overview of modern heuristic techniques, including the fundamentals of evolutionary computation, genetic algorithms, evolutionary programming and strategies, particle swarm optimization, ant colony search algorithm, differential evolution, simulated annealing, tabu search, and hybrid systems of evolutionary computation. Next, it covers 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 plant control, power system control, and hybrid systems of heuristic methods.
Complemented with scores of drawings, charts, graphs, and tables that help bring the material to life, Modern Heuristic Optimization Techniques is the only book of its kind to provide a comprehensive treatment of the subject in a manner that is accessible to students and practitioners alike.
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