LEADER 05008nam 22007695 450 001 9910254344603321 005 20200720225002.0 010 $a3-319-49325-6 024 7 $a10.1007/978-3-319-49325-1 035 $a(CKB)3850000000027337 035 $a(DE-He213)978-3-319-49325-1 035 $a(MiAaPQ)EBC6304072 035 $a(MiAaPQ)EBC5610404 035 $a(Au-PeEL)EBL5610404 035 $a(OCoLC)985094832 035 $a(PPN)200509721 035 $a(EXLCZ)993850000000027337 100 $a20170428d2017 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aEVOLVE ? A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII /$fedited by Michael Emmerich, André Deutz, Oliver Schütze, Pierrick Legrand, Emilia Tantar, Alexandru-Adrian Tantar 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (VIII, 210 p. 75 illus., 36 illus. in color.) 225 1 $aStudies in Computational Intelligence,$x1860-949X ;$v662 311 $a3-319-49324-8 320 $aIncludes bibliographical references. 327 $aA Survey of Diversity Oriented Optimization: Problems, Indicators, and Algorithms -- Global Multi-Objective Optimization by Means of Cell Mapping Techniques -- Percentile via Polynomial Chaos Expansion: Bridging Robust Optimization with Reliability -- Evolutionary Equilibrium Detection in Multicriteria Games -- A New Estimation of Distribution Algorithm for Nash Equilibria Detection -- Multi-Objective Optimisation by Self-Adaptive Evolutionary Algorithm -- Evidence Based Multidisciplinary Robust Optimization for Mars Micro Entry Probe Design -- A Simulation-Based Algorithm for the Probabilistic Traveling Salesman Problem -- Average Cuboid Volume as a Convergence Indicator and Selection Criterion for Multi-Objective Biochemical Optimization. 330 $aThis book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems. It provides extended versions of selected papers from various fields of science such as computer science, mathematics and engineering that were presented at EVOLVE 2013 held in July 2013 at Leiden University in the Netherlands. The internationally peer-reviewed papers include original work on important topics in both theory and applications, such as the role of diversity in optimization, statistical approaches to combinatorial optimization, computational game theory, and cell mapping techniques for numerical landscape exploration. Applications focus on aspects including robustness, handling multiple objectives, and complex search spaces in engineering design and computational biology. 410 0$aStudies in Computational Intelligence,$x1860-949X ;$v662 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aProbabilities 606 $aComputer science?Mathematics 606 $aComputer mathematics 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aProbability Theory and Stochastic Processes$3https://scigraph.springernature.com/ontologies/product-market-codes/M27004 606 $aMathematics of Computing$3https://scigraph.springernature.com/ontologies/product-market-codes/I17001 606 $aComputational Mathematics and Numerical Analysis$3https://scigraph.springernature.com/ontologies/product-market-codes/M1400X 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aProbabilities. 615 0$aComputer science?Mathematics. 615 0$aComputer mathematics. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aProbability Theory and Stochastic Processes. 615 24$aMathematics of Computing. 615 24$aComputational Mathematics and Numerical Analysis. 676 $a005.432 702 $aEmmerich$b Michael$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDeutz$b André$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSchütze$b Oliver$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLegrand$b Pierrick$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTantar$b Emilia$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTantar$b Alexandru-Adrian$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910254344603321 996 $aEVOLVE ? A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII$92041870 997 $aUNINA