عنوان

Optimization techniques for solving complex problems

شابک

9780470293324 (cloth)

شماره

41291

زبان متن نوشتاري يا گفتاري و مانند آن

eng

عنوان اصلي

Optimization techniques for solving complex problems

نام نخستين پديدآور

/ edited by Enrique Alba ... [et al.]

محل نشرو پخش و غیره

Hoboken, N.J.

نام ناشر، پخش کننده و غيره

: Wiley,

تاریخ نشرو بخش و غیره

, c2009.

نام خاص و کميت اثر

xxi, 476 p.

ساير جزييات

: ill.

ابعاد

; 25 cm.

عنوان فروست

(Wiley series on parallel and distributed computing)

متن يادداشت

Language: انگلیسی

متن يادداشت

Print

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Part I: Methodologies for complex problem solving: Generating automatic projections by means of genetic programming -- Neural lazy local learning -- Optimization by using genetic algorithms with micropopulations -- Analyzing parallel cellular genetic algorithms -- Evaluating new advanced multiobjective metaheuristics. -- Canonical metaheuristics for dynamic optimization problems -- Solving constrained optimization problems with hybrid evolutionary algorithms -- Optimization of time series using parallel, adaptive, and neural techniques -- Using reconfigurable computing to optimization of cryptographic algorithms -- Genetic algorithms, parallelism and reconfigurable hardware. -- Divide and conquer: advanced techniques -- Tools for tree searches: branch-and-bound and A* algorithms -- Tools for tree searches: Dynamic programming -- Part II: Applications: Automatic search of behavior strategies in auctions -- Evolving rules for local time series prediction -- Metaheuristics in bioinformatics: DNA sequencing and reconstruction -- Optimal location of antennae in telecommunication networks -- Optimization of image processing algorithms using FPGAs -- Application of cellular automata algorithms to the parallel simulation of laser dynamics -- Dense stereo disparity from an artificial life standpoint -- Exact, metaheuristic, and hybrid approaches to multidimensional knapsack problems -- Greedy seeding and problem-specific operators for GAs solution of strip packing problems -- Solving the KCT problem: large scale neighborhood search and solution merging -- Experimental study of GA-based schedulers in dynamic distributed computing environments -- Remote optimization service (ROS) -- Remote services for advanced problem optimization. "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."--Publisher's description.

عنوان

Wiley series on parallel and distributed computing

عنصر شناسه ای

Computer science--Mathematics

عنصر شناسه ای

Mathematical optimization

عنصر شناسه ای

Problem solving

شماره

مستند نام اشخاص تاييد نشده

Alba, Enrique

وضعیت فهرست نویسی

old catalog