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LEADER: 02863nam a22004695a 4500
001 014277669-6
005 20150113020620.0
008 100301s2005 xxk| s ||0| 0|eng d
020 $a9781846281327
020 $a9781846281327
020 $a9781852338367
024 7 $a10.1007/1-84628-132-6$2doi
035 $a(Springer)9781846281327
040 $aSpringer
050 4 $aQA76.9.A43
072 7 $aUMB$2bicssc
072 7 $aCOM051300$2bisacsh
082 04 $a005.1$223
100 1 $aTan, K.C.$eauthor.
245 10 $aMultiobjective Evolutionary Algorithms and Applications /$cby K.C. Tan, E.F. Khor, T.H. Lee.
264 1 $aLondon :$bSpringer London,$c2005.
300 $aX, 296 p.$bonline resource.
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
347 $atext file$bPDF$2rda
490 1 $aAdvanced Information and Knowledge Processing
505 0 $aReview of MOEAs -- Conceptual Framework and Distribution Preservation Mechanisms for MOEAs -- Decision Supports and Advanced Features for MOEAs -- Dynamic Population Size and Local Exploration for MOEAs -- A Distributed Cooperative Coevolutionary Multiobjective Algorithm -- Learning the Search Range in Dynamic Environments -- Performance Assessment and Comparison of MOEAs -- A Multiobjective Evolutionary Algorithm Toolbox -- Evolutionary Computer-Aided Control System Design -- Evolutionary Design Automation of Multivariable QFT Control System -- Evolutionary Design of HDD Servo Control System -- Evolutionary Scheduling — VRPTW -- Evolutionary Scheduling — TTVRP.
520 $aMultiobjective Evolutionary Algorithms and Applications provides comprehensive treatment on the design of multiobjective evolutionary algorithms and their applications in domains covering areas such as control and scheduling. Emphasizing both the theoretical developments and the practical implementation of multiobjective evolutionary algorithms, a profound mathematical knowledge is not required. Written for a wide readership, engineers, researchers, senior undergraduates and graduate students interested in the field of evolutionary algorithms and multiobjective optimization with some basic knowledge of evolutionary computation will find this book a useful addition to their book case.
650 0 $aComputer science.
650 0 $aComputer software.
650 0 $aInformation systems.
650 14 $aComputer Science.
650 24 $aAlgorithm Analysis and Problem Complexity.
650 24 $aComputer Appl. in Administrative Data Processing.
650 24 $aInformation Systems Applications (incl.Internet).
700 1 $aKhor, E.F.$eauthor.
700 1 $aLee, T.H.$eauthor.
776 08 $iPrinted edition:$z9781852338367
830 0 $aAdvanced Information and Knowledge Processing
988 $a20150113
906 $0VEN