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020 _a9783319190846
_9978-3-319-19084-6
024 7 _a10.1007/978-3-319-19084-6
_2doi
050 4 _aQA76.9.A43
072 7 _aUMB
_2bicssc
072 7 _aCOM051300
_2bisacsh
072 7 _aUMB
_2thema
082 0 4 _a518.1
_223
245 1 0 _aLearning and Intelligent Optimization
_h[electronic resource] :
_b9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers /
_cedited by Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXI, 313 p. 92 illus.
_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 ;
_v8994
505 0 _aBenchmark problems and performance measures -- Tracking moving optima -- Dynamic multiobjective optimization -- Adaptation, learning, and anticipation -- Handling noisy fitness functions -- Using fitness approximations -- Searching for robust optimal solutions -- Comparative studies -- Hybrid approaches -- Theoretical analysis -- Real-world applications.
520 _aThis book constitutes the thoroughly refereed post-conference proceedings of the 9th International Conference on Learning and Optimization, LION 9, which was held in Lille, France, in January 2015. The 31 contributions presented were carefully reviewed and selected for inclusion in this book. A large variety of topics are covered, such as benchmark problems and performance measures; tracking moving optima; dynamic multiobjective optimization; adaptation, learning, and anticipation; handling noisy fitness functions; using fitness approximations; searching for robust optimal solutions; comparative studies; hybrid approaches; theoretical analysis; and real-world applications.
650 0 _aAlgorithms.
650 0 _aComputer science.
650 0 _aArtificial intelligence.
650 0 _aNumerical analysis.
650 0 _aComputer simulation.
650 1 4 _aAlgorithms.
650 2 4 _aComputer Science Logic and Foundations of Programming.
650 2 4 _aArtificial Intelligence.
650 2 4 _aNumerical Analysis.
650 2 4 _aTheory of Computation.
650 2 4 _aComputer Modelling.
700 1 _aDhaenens, Clarisse.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aJourdan, Laetitia.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMarmion, Marie-Eléonore.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319190839
776 0 8 _iPrinted edition:
_z9783319190853
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v8994
856 4 0 _uhttps://doi.org/10.1007/978-3-319-19084-6
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912 _aZDB-2-SXCS
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999 _c184288
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