LEADER 04900nam 2200709 450 001 9910829992603321 005 20240219161208.0 010 $a1-282-03076-0 010 $a9786612030765 010 $a0-470-41135-X 010 $a0-470-41134-1 024 7 $a10.1002/9780470411353 035 $a(CKB)1000000000719425 035 $a(EBL)427544 035 $a(SSID)ssj0000215783 035 $a(PQKBManifestationID)11202424 035 $a(PQKBTitleCode)TC0000215783 035 $a(PQKBWorkID)10204536 035 $a(PQKB)10784178 035 $a(MiAaPQ)EBC427544 035 $a(CaBNVSL)mat08039986 035 $a(IDAMS)0b00006485f0e0eb 035 $a(IEEE)8039986 035 $a(CaSebORM)9780470293324 035 $a(OCoLC)352837438 035 $a(PPN)26236459X 035 $a(EXLCZ)991000000000719425 100 $a20171024d2008 uy 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 00$aOptimization techniques for solving complex problems /$fedited by Enrique Alba ... [et al.] 210 1$aHoboken, New Jersey :$cWiley,$dc2009. 210 2$a[Piscataqay, New Jersey] :$cIEEE Xplore,$d[2008] 215 $a1 online resource (502 p.) 225 1 $aWiley series on parallel and distributed computing ;$v76 300 $aDescription based upon print version of record. 311 $a0-470-29332-2 320 $aIncludes bibliographical references and index. 327 $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. 330 $a"Here, a team of international experts brings together core ideas for solving complex problems in optimization across a wide variety of real-world settings, including computer science, engineering, transportation, telecommunications, and bioinformatics. Part One: Covers methodologies for complex problem solving including genetic programming, neural networks, genetic algorithms, hybrid evolutionary algorithms, and more. Part Two: Delves into applications including DNA sequencing and reconstruction, location of antennae in telecommunication networks, metaheuristics, FPGAs, problems arising in telecommunication networks, image processing, time series prediction, and more. All chapters contain examples that illustrate the applications themselves as well as the actual performance of the algorithms. Optimization Techniques for Solving Complex Problems is a valuable resource for practitioners and researchers who work with optimization in real-world settings."--Publisher's description. 410 0$aWiley series on parallel and distributed computing. 606 $aComputer science$xMathematics 606 $aMathematical optimization 606 $aProblem solving 615 0$aComputer science$xMathematics. 615 0$aMathematical optimization. 615 0$aProblem solving. 676 $a004.01/51 676 $a511.352 676 $a519.6 686 $aST 200$2rvk 701 $aAlba$b Enrique$0853126 801 0$bCaBNVSL 801 1$bCaBNVSL 801 2$bCaBNVSL 906 $aBOOK 912 $a9910829992603321 996 $aOptimization techniques for solving complex problems$94078859 997 $aUNINA