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Global Optimization
Marco LocatelliFabio Schoen
其他書名
Theory, Algorithms, and Applications
出版SIAM, 2013-10-16
主題Mathematics / OptimizationComputers / Computer ScienceMathematics / Algebra / LinearMathematics / AppliedMathematics / General
ISBN16119726639781611972665
URLhttp://books.google.com.hk/books?id=bThaAQAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋This volume contains a thorough overview of the rapidly growing field of global optimization, with chapters on key topics such as complexity, heuristic methods, derivation of lower bounds for minimization problems, and branch-and-bound methods and convergence. The final chapter offers both benchmark test problems and applications of global optimization, such as finding the conformation of a molecule or planning an optimal trajectory for interplanetary space travel. An appendix provides fundamental information on convex and concave functions. Intended for Ph.D. students, researchers, and practitioners looking for advanced solution methods to difficult optimization problems. It can be used as a supplementary text in an advanced graduate-level seminar.