Optimization techniques for solving complex problems

Part One—covers methodologies for complex problem solving including genetic programming, neural networks, genetic algorithms, hybrid evolutionary algorithms, and more; Part Two—delves into applications including DNA sequencing and reconstruction, location of antennae in telecommunication networks, m...

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Format: Knjiga
Jezik:Undetermined
Izdano: Hoboken, N.J. John Wiley 2009
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Thư viện lưu trữ: Trung tâm Học liệu Trường Đại học Cần Thơ
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Izvleček:Part One—covers methodologies for complex problem solving including genetic programming, neural networks, genetic algorithms, hybrid evolutionary algorithms, and more; Part Two—delves into applications including DNA sequencing and reconstruction, location of antennae in telecommunication networks, metaheuristics, FPGAs, problems arising in telecommunication networks, image processing, time series prediction, and more; All chapters contain examples that illustrate the applications themselves as well as the actual performance of the algorithms.?Optimization Techniques for Solving Complex Problems is a valuable resource for practitioners and researchers who work with optimization in real-world settings.