Разработка и проектирование программ. CASE-технологии

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Iteractive Computer Algorithms with Applications in Engineering: Solving Combinatorial Optimization Problems

Автор: Sadiq M. Sait, Habib Youssef
Год: [не указано]
Издание: [не указанo]
Страниц: [не указано]
ISBN: 0769501001
Iterative Computer Algorithms with Applications in Engineering describes in-depth the five main iterative algorithms for solving hard combinatorial optimization problems: Simulated Annealing, Genetic Algorithms, Tabu Search, Simulated Evolution, and Stochastic Evolution. The authors present various iterative techniques and illustrate how they can be applied to solve several NP-hard problems. For each algorithm, the authors present the procedures of the algorithm, parameter selection criteria, convergence property analysis, and parallelization. There are also several real-world examples that illustrate various aspects of the algorithms. The book includes an introduction to fuzzy logic and its application in the formulation of multi-objective optimization problems, a discussion on hybrid techniques that combine features of heuristics, a survey of recent research work, and examples that illustrate required mathematical concepts. The unique features of this book are: An...
Добавлено: 2013-10-22 15:56:54

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