LEADER 05339nam 22008295 450 001 996465322703316 005 20230330020935.0 010 $a3-319-45823-X 024 7 $a10.1007/978-3-319-45823-6 035 $a(CKB)3710000000837749 035 $a(DE-He213)978-3-319-45823-6 035 $a(MiAaPQ)EBC6295066 035 $a(MiAaPQ)EBC5610470 035 $a(Au-PeEL)EBL5610470 035 $a(OCoLC)958293471 035 $a(PPN)194804399 035 $a(EXLCZ)993710000000837749 100 $a20160830d2016 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aParallel Problem Solving from Nature ? PPSN XIV$b[electronic resource] $e14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings /$fedited by Julia Handl, Emma Hart, Peter R. Lewis, Manuel López-Ibáñez, Gabriela Ochoa, Ben Paechter 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (XXI, 1026 p. 273 illus.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v9921 311 $a3-319-45822-1 327 $aAdaption, self-adaption and parameter tuning -- Differential evolution and swarm intelligence -- Dynamic, uncertain and constrained environments -- Genetic programming -- Multi-objective, many-objective and multi-level optimization -- Parallel algorithms and hardware issues -- Real-word applications and modeling -- Theory -- Diversity and landscape analysis -- Workshops and Tutorials. 330 $aThis book constitutes the refereed proceedings of the 14th International Conference on Parallel Problem Solving from Nature, PPSN 2016, held in Edinburgh, UK, in September 2016. The total of 93 revised full papers were carefully reviewed and selected from 224 submissions. The meeting began with four workshops which offered an ideal opportunity to explore specific topics in intelligent transportation Workshop, landscape-aware heuristic search, natural computing in scheduling and timetabling, and advances in multi-modal optimization. PPSN XIV also included sixteen free tutorials to give us all the opportunity to learn about new aspects: gray box optimization in theory; theory of evolutionary computation; graph-based and cartesian genetic programming; theory of parallel evolutionary algorithms; promoting diversity in evolutionary optimization: why and how; evolutionary multi-objective optimization; intelligent systems for smart cities; advances on multi-modal optimization; evolutionary computation in cryptography; evolutionary robotics - a practical guide to experiment with real hardware; evolutionary algorithms and hyper-heuristics; a bridge between optimization over manifolds and evolutionary computation; implementing evolutionary algorithms in the cloud; the attainment function approach to performance evaluation in EMO; runtime analysis of evolutionary algorithms: basic introduction; meta-model assisted (evolutionary) optimization. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; differential evolution and swarm intelligence; dynamic, uncertain and constrained environments; genetic programming; multi-objective, many-objective and multi-level optimization; parallel algorithms and hardware issues; real-word applications and modeling; theory; diversity and landscape analysis. . 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v9921 606 $aArtificial intelligence 606 $aBioinformatics 606 $aComputer science 606 $aPattern recognition systems 606 $aAlgorithms 606 $aComputer science?Mathematics 606 $aDiscrete mathematics 606 $aArtificial Intelligence 606 $aComputational and Systems Biology 606 $aTheory of Computation 606 $aAutomated Pattern Recognition 606 $aAlgorithms 606 $aDiscrete Mathematics in Computer Science 615 0$aArtificial intelligence. 615 0$aBioinformatics. 615 0$aComputer science. 615 0$aPattern recognition systems. 615 0$aAlgorithms. 615 0$aComputer science?Mathematics. 615 0$aDiscrete mathematics. 615 14$aArtificial Intelligence. 615 24$aComputational and Systems Biology. 615 24$aTheory of Computation. 615 24$aAutomated Pattern Recognition. 615 24$aAlgorithms. 615 24$aDiscrete Mathematics in Computer Science. 676 $a004.35 702 $aHandl$b Julia$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHart$b Emma$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLewis$b Peter R$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLópez-Ibáñez$b Manuel$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aOchoa$b Gabriela$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPaechter$b Ben$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465322703316 996 $aParallel Problem Solving from Nature ? PPSN XIV$92813571 997 $aUNISA