Iterative Computer Algorithms With Applications In Engineering Solving Combinatorial Optimization Problems(1st Edition)
Authors:
Sadiq M Sait ,Habib Youssef
In Stock: 2 Left
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Solution Manual Includes
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Book details
ISBN: 0769501001, 978-0769501000
Book publisher: Wiley-IEEE Computer Society Pr
Book Price $0 : 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 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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