000 03554nam a22006255i 4500
001 978-3-319-19084-6
003 DE-He213
005 20240730193208.0
007 cr nn 008mamaa
008 150528s2015 sz | s |||| 0|eng d
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.
_93390
650 0 _aComputer science.
_99832
650 0 _aArtificial intelligence.
_93407
650 0 _aNumerical analysis.
_94603
650 0 _aComputer simulation.
_95106
650 1 4 _aAlgorithms.
_93390
650 2 4 _aComputer Science Logic and Foundations of Programming.
_942203
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aNumerical Analysis.
_94603
650 2 4 _aTheory of Computation.
_9152834
650 2 4 _aComputer Modelling.
_9152835
700 1 _aDhaenens, Clarisse.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9152836
700 1 _aJourdan, Laetitia.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9152837
700 1 _aMarmion, Marie-Eléonore.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9152838
710 2 _aSpringerLink (Online service)
_9152839
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
_9152840
856 4 0 _uhttps://doi.org/10.1007/978-3-319-19084-6
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c94644
_d94644