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Real-world problems and modern optimization techniques to solve them Here, a team of international experts brings together core ideas for solving complex problems in optimization across a wide variety of real-world settings, including computer science, engineering, transportation, telecommunications, and bioinformatics. 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…mehr

Produktbeschreibung
Real-world problems and modern optimization techniques to solve them Here, a team of international experts brings together core ideas for solving complex problems in optimization across a wide variety of real-world settings, including computer science, engineering, transportation, telecommunications, and bioinformatics. 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.

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Autorenporträt
Almudena Suárez, PhD, is a Full Professor at the University of Cantabria, Spain, and a member of its Communications Engineering Department since 1993. She coauthored the book Stability Analysis of Nonlinear Microwave Circuits and contributed two articles to the Encyclopedia of RF and Microwave Engineering (Wiley). Professor Suárez has published dozens of papers in international journals and has been the leading researcher in several R&D projects. Her areas of interest include the nonlinear design of microwave circuits and, especially, stability and phase-noise analysis. She is a Distinguished Microwave Lecturer of IEEE.