Global Optimization Methods based on Tabu Search

Name: Global Optimization Methods based on Tabu Search
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838103426
Price: 431.7 RON
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Autor: Svetlana Stepanenko

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Editura: Sudwestdeutscher Verlag Fur Hochschulschriften AG

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Many activities can be formulated as optimization§problems. Because of the computational complexity...

Informații despre carte

Autor

Svetlana Stepanenko

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2009

Pagini

204

EAN

9783838103426

ISBN

3838103424

Enbook ID

07094233

Editura

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Greutate

281

Dimensiuni

152 x 229 x 11

Descriere completă

Many activities can be formulated as optimization§problems. Because of the computational complexity of§these problems, exact optimization techniques of§operations research like linear programming or§dynamic programming are for the most part unfeasible§for large-scale problems. Therefore, researchers,§engineers, and scientists have used metaheuristic§search techniques to find near optimal, good-enough§optimal or even the global solutions. §This work encompasses three parts. The first part§provides a concise review of the most prominent§metaheuristic concepts currently available and gives§essential preliminaries together with definition of§the combinatorial optimization problems. In the§second part the new nonlinear global optimization§routines based on the TS strategy are described: the§Gradient Tabu Search (GTS), the Gradient Only Tabu§Search (GOTS), and the Tabu Search with Powell s§Algorithm (TSPA). The new algorithms are compared§with other approaches using various well-known test§functions with varying dimensionality. In the last§part of the work the GOTS is applied for global§minimum energy conformation.

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