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010   $a3-319-93073-7
024 7 $a10.1007/978-3-319-93073-2
035   $a(CKB)4100000007110546
035   $a(DE-He213)978-3-319-93073-2
035   $a(MiAaPQ)EBC6225980
035   $a(PPN)232471371
035   $a(EXLCZ)994100000007110546
100   $a20181102d2018      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 13$aAn Introduction to Metaheuristics for Optimization /$fby Bastien Chopard, Marco Tomassini
205   $a1st ed. 2018.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018.
215   $a1 online resource (XII, 226 p. 44 illus. in color.) 
225 1 $aNatural Computing Series,$x2627-6461
311   $a3-319-93072-9 
320   $aIncludes bibliographical references and index.
327   $aProblems, Algorithms, Computational Complexity -- Search Space -- Tabu Search -- Simulated Annealing -- Ant Colony Optimization (ACO) -- Non-PSO Optimization -- Firefly Algorithm, Cuckoo Algorithm, Lévy Flights -- Evolutionary Algorithms: Foundations -- Evolutionary Algorithms: Advanced -- Phase Transition in Optimization Problems -- Performance and Limitations of Metaheuristics -- Statistical Analysis of Research Spaces.
330   $aThe authors stress the relative simplicity, efficiency, flexibility of use, and suitability of various approaches used to solve difficult optimization problems. The authors are experienced, interdisciplinary lecturers and researchers and in their explanations they demonstrate many shared foundational concepts among the key methodologies. This textbook is a suitable introduction for undergraduate and graduate students, researchers, and professionals in computer science, engineering, and logistics.
410  0$aNatural Computing Series,$x2627-6461
606   $aArtificial intelligence
606   $aMathematical optimization
606   $aComputational intelligence
606   $aOperations research
606   $aComputer science
606   $aArtificial Intelligence
606   $aOptimization
606   $aComputational Intelligence
606   $aOperations Research and Decision Theory
606   $aTheory of Computation
615  0$aArtificial intelligence.
615  0$aMathematical optimization.
615  0$aComputational intelligence.
615  0$aOperations research.
615  0$aComputer science.
615 14$aArtificial Intelligence.
615 24$aOptimization.
615 24$aComputational Intelligence.
615 24$aOperations Research and Decision Theory.
615 24$aTheory of Computation.
676   $a519.3
700   $aChopard$b Bastien$4aut$4http://id.loc.gov/vocabulary/relators/aut$01371378
702   $aTomassini$b Marco$4aut$4http://id.loc.gov/vocabulary/relators/aut
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910734094403321
996   $aAn Introduction to Metaheuristics for Optimization$93400411
997   $aUNINA