04008nam 22006855 450 991030345170332120200702023531.03-030-02375-310.1007/978-3-030-02375-1(CKB)4100000007205026(DE-He213)978-3-030-02375-1(MiAaPQ)EBC5613416(PPN)258863188(PPN)232965153(EXLCZ)99410000000720502620181210d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierThe GLOBAL Optimization Algorithm Newly Updated with Java Implementation and Parallelization /by Balázs Bánhelyi, Tibor Csendes, Balázs Lévai, László Pál, Dániel Zombori1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (IX, 111 p. 21 illus., 10 illus. in color.) SpringerBriefs in Optimization,2190-83543-030-02374-5 This 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.SpringerBriefs in Optimization,2190-8354Calculus of variationsComputer science—MathematicsOperations researchManagement scienceMathematical analysisAnalysis (Mathematics)Calculus of Variations and Optimal Control; Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26016Mathematics of Computinghttps://scigraph.springernature.com/ontologies/product-market-codes/I17001Operations Research, Management Sciencehttps://scigraph.springernature.com/ontologies/product-market-codes/M26024Analysishttps://scigraph.springernature.com/ontologies/product-market-codes/M12007Calculus of variations.Computer science—Mathematics.Operations research.Management science.Mathematical analysis.Analysis (Mathematics).Calculus of Variations and Optimal Control; Optimization.Mathematics of Computing.Operations Research, Management Science.Analysis.515.64519.6Bánhelyi Balázsauthttp://id.loc.gov/vocabulary/relators/aut887781Csendes Tiborauthttp://id.loc.gov/vocabulary/relators/autLévai Balázsauthttp://id.loc.gov/vocabulary/relators/autPál Lászlóauthttp://id.loc.gov/vocabulary/relators/autZombori Dánielauthttp://id.loc.gov/vocabulary/relators/autBOOK9910303451703321The GLOBAL Optimization Algorithm1983085UNINA