000 | 04198nam a22006855i 4500 | ||
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007 | cr nn 008mamaa | ||
008 | 200902s2020 sz | s |||| 0|eng d | ||
020 |
_a9783030581121 _9978-3-030-58112-1 |
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_a10.1007/978-3-030-58112-1 _2doi |
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_aParallel Problem Solving from Nature - PPSN XVI _h[electronic resource] : _b16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I / _cedited by Thomas Bäck, Mike Preuss, André Deutz, Hao Wang, Carola Doerr, Michael Emmerich, Heike Trautmann. |
250 | _a1st ed. 2020. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2020. |
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300 |
_aXXIX, 735 p. 261 illus., 169 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aTheoretical Computer Science and General Issues, _x2512-2029 ; _v12269 |
|
505 | 0 | _aAutomated Algorithm Selection and Configuration -- Bayesian- and Surrogate-Assisted Optimization -- Benchmarking and Performance Measures -- Combinatorial Optimization -- Connection Between Nature-Inspired Optimization and Artificial Intelligence -- Genetic and Evolutionary Algorithms. | |
520 | _aThis two-volume set LNCS 12269 and LNCS 12270 constitutes the refereed proceedings of the 16th International Conference on Parallel Problem Solving from Nature, PPSN 2020, held in Leiden, The Netherlands, in September 2020. The 99 revised full papers were carefully reviewed and selected from 268 submissions. The topics cover classical subjects such as automated algorithm selection and configuration; Bayesian- and surrogate-assisted optimization; benchmarking and performance measures; combinatorial optimization; connection between nature-inspired optimization and artificial intelligence; genetic and evolutionary algorithms; genetic programming; landscape analysis; multiobjective optimization; real-world applications; reinforcement learning; and theoretical aspects of nature-inspired optimization. | ||
650 | 0 |
_aComputer science. _99832 |
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650 | 0 |
_aArtificial intelligence. _93407 |
|
650 | 0 |
_aComputer science _xMathematics. _93866 |
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650 | 0 |
_aDiscrete mathematics. _912873 |
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650 | 0 |
_aMathematical statistics. _99597 |
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650 | 0 |
_aComputer networks . _931572 |
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650 | 1 | 4 |
_aTheory of Computation. _997070 |
650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aMathematics of Computing. _931875 |
650 | 2 | 4 |
_aDiscrete Mathematics in Computer Science. _931837 |
650 | 2 | 4 |
_aProbability and Statistics in Computer Science. _931857 |
650 | 2 | 4 |
_aComputer Communication Networks. _997072 |
700 | 1 |
_aBäck, Thomas. _eeditor. _0(orcid) _10000-0001-6768-1478 _4edt _4http://id.loc.gov/vocabulary/relators/edt _997074 |
|
700 | 1 |
_aPreuss, Mike. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _997076 |
|
700 | 1 |
_aDeutz, André. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _997077 |
|
700 | 1 |
_aWang, Hao. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _997079 |
|
700 | 1 |
_aDoerr, Carola. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _997081 |
|
700 | 1 |
_aEmmerich, Michael. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _997083 |
|
700 | 1 |
_aTrautmann, Heike. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _997085 |
|
710 | 2 |
_aSpringerLink (Online service) _997088 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030581114 |
776 | 0 | 8 |
_iPrinted edition: _z9783030581138 |
830 | 0 |
_aTheoretical Computer Science and General Issues, _x2512-2029 ; _v12269 _997090 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-58112-1 |
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