000 04746nam a2200541 i 4500
001 8039986
003 IEEE
005 20220712211731.0
006 m o d
007 cr |n|||||||||
008 171024s2008 maua ob 001 eng d
010 _z 2008049898 (print)
020 _a9780470411353
_qelectronic
020 _z9780470293324
_qcloth
020 _z0470293322
_qcloth
024 7 _a10.1002/9780470411353
_2doi
035 _a(CaBNVSL)mat08039986
035 _a(IDAMS)0b00006485f0e0eb
040 _aCaBNVSL
_beng
_erda
_cCaBNVSL
_dCaBNVSL
050 4 _aQA76.9.M35
_bO78 2009eb
082 0 0 _a004.01/51
_222
245 0 0 _aOptimization techniques for solving complex problems /
_cedited by Enrique Alba ... [et al.].
264 1 _aHoboken, New Jersey :
_bWiley,
_cc2009.
264 2 _a[Piscataqay, New Jersey] :
_bIEEE Xplore,
_c[2008]
300 _a1 PDF (xxi, 476 pages) :
_billustrations.
336 _atext
_2rdacontent
337 _aelectronic
_2isbdmedia
338 _aonline resource
_2rdacarrier
490 1 _aWiley series on parallel and distributed computing ;
_v76
504 _aIncludes bibliographical references and index.
505 0 _aPart 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.
506 _aRestricted to subscribers or individual electronic text purchasers.
520 _a"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.
530 _aAlso available in print.
538 _aMode of access: World Wide Web
588 _aDescription based on PDF viewed 10/24/2017.
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aMathematical optimization.
_94112
650 0 _aProblem solving.
_94748
655 0 _aElectronic books.
_93294
700 1 _aAlba, Enrique.
_930540
710 2 _aIEEE Xplore (Online Service),
_edistributor.
_930541
710 2 _aWiley,
_epublisher.
_930542
776 0 8 _iPrint version:
_z9780470293324
830 0 _aWiley series on parallel and distributed computing.
_94669
856 4 2 _3Abstract with links to resource
_uhttps://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=8039986
942 _cEBK
999 _c74852
_d74852