Iterative computer algorithms with applications in engineering : solving combinatorial optimization problems

Iterative computer algorithms with applications in engineering : solving combinatorial optimization problems

作者:Sait, Sadiq M./ Youssef, Habib, 出版社:Institute of Electrical & Electronics Enginee, 出版日期:2000-01-27

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商品條碼:9780769501000, ISBN:0769501001
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內容簡介

Iterative computer algorithms with applications in engineering : solving combinatorial optimization 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 integrated and up-to-date description of iterative non-deterministic algorithms; Detailed descriptions of Simulated Evolution and Stochastic Evolution; A level of treatment suitable for first year graduate student and practicing engineers; Parallelization aspects and particular parallel implementations; A brief survey of recent research work; Graded exercises and an annotated bibliography in each chapter

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