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020 _a9783030921217
_9978-3-030-92121-7
024 7 _a10.1007/978-3-030-92121-7
_2doi
050 4 _aQA71-90
072 7 _aPBKS
_2bicssc
072 7 _aMAT041000
_2bisacsh
072 7 _aPBKS
_2thema
082 0 4 _a518
_223
245 1 0 _aLearning and Intelligent Optimization
_h[electronic resource] :
_b15th International Conference, LION 15, Athens, Greece, June 20–25, 2021, Revised Selected Papers /
_cedited by Dimitris E. Simos, Panos M. Pardalos, Ilias S. Kotsireas.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXIII, 410 p. 115 illus., 84 illus. in color.
_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 ;
_v12931
520 _aThis book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 15, held in Athens, Greece, in June 2021. The 30 full papers presented have been carefully reviewed and selected from 35 submissions. LION deals with designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components.
650 0 _aMathematics
_xData processing.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aAlgorithms.
650 1 4 _aComputational Mathematics and Numerical Analysis.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aAlgorithms.
700 1 _aSimos, Dimitris E.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPardalos, Panos M.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKotsireas, Ilias S.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030921200
776 0 8 _iPrinted edition:
_z9783030921224
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v12931
856 4 0 _uhttps://doi.org/10.1007/978-3-030-92121-7
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
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999 _c178396
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