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020 _a9783540695783
_9978-3-540-69578-3
024 7 _a10.1007/BFb0027161
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
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082 0 4 _a006.3
_223
245 1 0 _aEvolutionary Computing
_h[electronic resource] :
_bAISB International Workshop, Manchester, UK, April 7-8, 1997. Selected Papers. /
_cedited by David Corne, Jonathan L. Shapiro.
250 _a1st ed. 1997.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c1997.
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 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v1305
505 0 _aSimulating pricing behaviours using a genetic algorithm -- Biologically inspired computational ecologies: A case study -- Modelling bounded rationality using evolutionary techniques -- The abstract theory of evolution of the living -- An evolutionary algorithm for single objective nonlinear constrained optimization problems -- On recombinative sampling -- The evolution of mutation, plasticity and culture in cyclically changing environments -- On the structure and transformation of landscapes -- Island model genetic algorithms and linearly separable problems -- Empirical validation of the performance of a class of transient detector -- The contruction and evaluation of decision trees: A comparison of evolutionary and concept learning methods -- Parallel distributed genetic programming applied to the evolution of natural language recognisers -- Scheduling planned maintenance of the South Wales region of the National Grid -- Solving generic scheduling problems with a distributed genetic algorithm -- Directing the search of evolutionary and neighbourhood-search optimisers for the flowshop sequencing problem with an idle-time heuristic -- Multiobjective genetic algorithms for pump scheduling in water supply -- Use of rules and preferences for schedule builders in genetic algorithms for production scheduling -- A Voxel based approach to evolutionary shape optimisation -- Phase transition networks: A modelling technique supporting the evolution of autonomous agents' tactical and operational activities -- An evolutionary, agent-assisted strategy for conceptual design space decomposition -- Task scheduling with use of classifier systems.
520 _aThis book constitutes the refereed post-workshop proceedings of the AISB International Workshop on Evolutionary Computing, held in Manchester, UK, in April 1997. The 22 strictly reviewed and revised full papers presented were selected for inclusion in the book after two rounds of refereeing. The papers are organized in sections on evolutionary approaches to issues in biology and economics, problem structure and finite landscapes, evolutionary machine learning and classifier systems, evolutionary scheduling, and more techniques and applications of evolutionary algorithms.
650 0 _aArtificial intelligence.
650 0 _aComputer science.
650 0 _aAlgorithms.
650 0 _aBusiness information services.
650 0 _aBioinformatics.
650 1 4 _aArtificial Intelligence.
650 2 4 _aTheory of Computation.
650 2 4 _aAlgorithms.
650 2 4 _aIT in Business.
650 2 4 _aComputational and Systems Biology.
700 1 _aCorne, David.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aShapiro, Jonathan L.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783540634768
776 0 8 _iPrinted edition:
_z9783662161715
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v1305
856 4 0 _uhttps://doi.org/10.1007/BFb0027161
912 _aZDB-2-SCS
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