Office of Academic Resources
Chulalongkorn University
Chulalongkorn University

Home / Help

TitleHandbook of Global Optimization [electronic resource] : Volume 2 / edited by Panos M. Pardalos, H. Edwin Romeijn
ImprintBoston, MA : Springer US : Imprint: Springer, 2002
Connect tohttp://dx.doi.org/10.1007/978-1-4757-5362-2
Descript VIII, 572 p. 27 illus. online resource

SUMMARY

In 1995 the Handbook of Global Optimization (first volume), edited by R. Horst, and P.M. Pardalos, was published. This second volume of the Handbook of Global Optimization is comprised of chapters dealing with modern approaches to global optimization, including different types of heuristics. Topics covered in the handbook include various metaheuristics, such as simulated annealing, genetic algorithms, neural networks, taboo search, shake-and-bake methods, and deformation methods. In addition, the book contains chapters on new exact stochastic and deterministic approaches to continuous and mixed-integer global optimization, such as stochastic adaptive search, two-phase methods, branch-and-bound methods with new relaxation and branching strategies, algorithms based on local optimization, and dynamical search. Finally, the book contains chapters on experimental analysis of algorithms and software, test problems, and applications


CONTENT

1 Tight relaxations for nonconvex optimization problems using the Reformulation-Linearization/Convexification Technique (RLT) -- 2 Exact algorithms for global optimization of mixed-integer nonlinear programs -- 3 Algorithms for global optimization and discrete problems based on methods for local optimization -- 4 An introduction to dynamical search -- 5 Two-phase methods for global optimization -- 6 Simulated annealing algorithms for continuous global optimization -- 7 Stochastic Adaptive Search -- 8 Implementation of Stochastic Adaptive Search with Hit-and-Run as a generator -- 9 Genetic algorithms -- 10 Dataflow learning in coupled lattices: an application to artificial neural networks -- 11 Taboo Search: an approach to the multiple-minima problem for continuous functions -- 12 Recent advances in the direct methods of X-ray crystallography -- 13 Deformation methods of global optimization in chemistry and physics -- 14 Experimental analysis of algorithms -- 15 Global optimization: software, test problems, and applications


Mathematics Data structures (Computer science) Computer mathematics Algorithms Mathematical optimization Operations research Management science Mathematics Computational Mathematics and Numerical Analysis Operations Research Management Science Data Structures Optimization Algorithms



Location



Office of Academic Resources, Chulalongkorn University, Phayathai Rd. Pathumwan Bangkok 10330 Thailand

Contact Us

Tel. 0-2218-2929,
0-2218-2927 (Library Service)
0-2218-2903 (Administrative Division)
Fax. 0-2215-3617, 0-2218-2907

Social Network

  line

facebook   instragram