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020 _a9783540320357
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024 7 _a10.1007/b138412
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_2bicssc
072 7 _aCOM014000
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072 7 _aUYA
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082 0 4 _a004.0151
_223
245 1 0 _aFoundations of Genetic Algorithms
_h[electronic resource] :
_b8th International Workshop, FOGA 2005, Aizu-Wakamatsu City, Japan, January 5-9, 2005, Revised Selected Papers /
_cedited by Alden H. Wright, Michael D. Vose, Kenneth A. De Jong, Lothar M. Schmitt.
250 _a1st ed. 2005.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2005.
300 _aX, 314 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v3469
505 0 _aGenetic Algorithms for the Variable Ordering Problem of Binary Decision Diagrams -- Gray, Binary and Real Valued Encodings: Quad Search and Locality Proofs -- A Comparison of Simulated Annealing with a Simple Evolutionary Algorithm -- NP-Completeness of Deciding Binary Genetic Encodability -- Compact Genetic Codes as a Search Strategy of Evolutionary Processes -- Asymptotic Convergence of Some Metaheuristics Used for Multiobjective Optimization -- Running Time Analysis of a Multiobjective Evolutionary Algorithm on Simple and Hard Problems -- Tournament Selection, Iterated Coupon-Collection Problem, and Backward-Chaining Evolutionary Algorithms -- A Schema-Based Version of Geiringer's Theorem for Nonlinear Genetic Programming with Homologous Crossover -- Coarse Graining Selection and Mutation -- Perturbation Theory and the Renormalization Group in Genetic Dynamics -- Optimal Weighted Recombination -- On the Prediction of the Solution Quality in Noisy Optimization -- Rigorous Runtime Analysis of the (1+1) ES: 1/5-Rule and Ellipsoidal Fitness Landscapes -- Population Sizing of Dependency Detection by Fitness Difference Classification -- The Deceptive Degree of the Objective Function.
520 _aThe8thWorkshopontheFoundationsofGeneticAlgorithms,FOGA-8,washeld at the University of Aizu in Aizu-Wakamatsu City, Japan, January 5-9, 2005. This series of workshops was initiated in 1990 to encourage further research on the theoretical aspects of genetic algorithms, and the workshops have been held biennially ever since. The papers presented at these workshops are revised, edited and published as volumes during the year following each workshop. This series of (now eight) volumes provides an outstanding source of reference for the theoretical work in this ?eld. At the same time this series of volumes provides a clear picture of how the theoretical research has grown and matured along with the ?eld to encompass many evolutionary computation paradigms including evolution strategies (ES), evolutionary programming (EP), and genetic programming (GP), as well as the continuing growthininteractionswith other ?elds suchas mathematics,physics, and biology. Atraditionoftheseworkshopsisorganizetheminsuchawayastoencourage lots of interaction and discussion by restricting the number of papers presented and the number of attendees, and by holding the workshop in a relaxed and informal setting. This year's workshop was no exception. Thirty-two researchers met for 3 days to present and discuss 16 papers. The local organizer was Lothar Schmitt who, together with help and support from his university, provided the workshop facilities. Aftertheworkshopwasover,theauthorsweregiventheopportunitytorevise their papers based on the feedback they received from the other participants.
650 0 _aComputer science.
_99832
650 0 _aAlgorithms.
_93390
650 0 _aArtificial intelligence.
_93407
650 0 _aEvolution (Biology).
_916952
650 0 _aPopulation genetics.
_9112103
650 1 4 _aTheory of Computation.
_9112104
650 2 4 _aAlgorithms.
_93390
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aEvolutionary Biology.
_934708
650 2 4 _aPopulation Genetics.
_9112105
700 1 _aWright, Alden H.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9112106
700 1 _aVose, Michael D.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9112107
700 1 _aDe Jong, Kenneth A.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9112108
700 1 _aSchmitt, Lothar M.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9112109
710 2 _aSpringerLink (Online service)
_9112110
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783540272373
776 0 8 _iPrinted edition:
_z9783540812821
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v3469
_9112111
856 4 0 _uhttps://doi.org/10.1007/b138412
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