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010   $a3-030-02375-3
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035   $a(DE-He213)978-3-030-02375-1
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035   $z(PPN)258863188
035   $a(PPN)232965153
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100   $a20181210d2018      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 14$aThe GLOBAL Optimization Algorithm  $eNewly Updated with Java Implementation and Parallelization /$fby Balázs Bánhelyi, Tibor Csendes, Balázs Lévai, László Pál, Dániel Zombori
205   $a1st ed. 2018.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018.
215   $a1 online resource (IX, 111 p. 21 illus., 10 illus. in color.) 
225 1 $aSpringerBriefs in Optimization,$x2190-8354
311   $a3-030-02374-5 
330   $aThis book explores the updated version of the GLOBAL algorithm which contains improvements for a local search algorithm and new Java implementations. Efficiency comparisons to earlier versions and on the increased speed achieved by the parallelization, are detailed. Examples are provided for students as well as researchers and practitioners in optimization, operations research, and mathematics to compose their own scripts with ease. A GLOBAL manual is presented in the appendix to assist new users with modules and test functions. GLOBAL is a successful stochastic multistart global optimization algorithm that has passed several computational tests, and is efficient and reliable for small to medium dimensional global optimization problems. The algorithm uses clustering to ensure efficiency and is modular in regard to the two local search methods it starts with, but it can also easily apply other local techniques. The strength of this algorithm lies in its reliability and adaptive algorithm parameters. The GLOBAL algorithm is free to download also in the earlier Fortran, C, and MATLAB implementations.
410  0$aSpringerBriefs in Optimization,$x2190-8354
606   $aCalculus of variations
606   $aComputer science?Mathematics
606   $aOperations research
606   $aManagement science
606   $aMathematical analysis
606   $aAnalysis (Mathematics)
606   $aCalculus of Variations and Optimal Control; Optimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26016
606   $aMathematics of Computing$3https://scigraph.springernature.com/ontologies/product-market-codes/I17001
606   $aOperations Research, Management Science$3https://scigraph.springernature.com/ontologies/product-market-codes/M26024
606   $aAnalysis$3https://scigraph.springernature.com/ontologies/product-market-codes/M12007
615  0$aCalculus of variations.
615  0$aComputer science?Mathematics.
615  0$aOperations research.
615  0$aManagement science.
615  0$aMathematical analysis.
615  0$aAnalysis (Mathematics).
615 14$aCalculus of Variations and Optimal Control; Optimization.
615 24$aMathematics of Computing.
615 24$aOperations Research, Management Science.
615 24$aAnalysis.
676   $a515.64
676   $a519.6
700   $aBánhelyi$b Balázs$4aut$4http://id.loc.gov/vocabulary/relators/aut$0887781
702   $aCsendes$b Tibor$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aLévai$b Balázs$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aPál$b László$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aZombori$b Dániel$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910303451703321
996   $aThe GLOBAL Optimization Algorithm$91983085
997   $aUNINA