Introduction to Optimization Methods (Chapman and Hall Mathematics Series)

Adby, P.

ISBN 10: 0412110407 / ISBN 13: 9780412110405

Editore: Springer (edition 1), 1974

It's a preowned item in good condition and includes all the pages. It may have some general signs of wear and tear, such as markings, highlighting, slight damage to the cover, minimal wear to the binding, etc., but they will not affect the overall reading experience. Codice articolo 0412110407-11-1

Riassunto:

The second half of the book describes fully important algorithms in current use such as variable metric methods for unconstrained problems and penalty function methods for constrained problems.

Contenuti: 1 The optimization problem.- 1.1 Introduction.- 1.2 Problem definition.- 1.3 Optimization in one dimension.- 1.4 Optimization in n dimensions.- 2 Single variable optimization.- 2.1 Review of methods.- 2.2 The Fibonacci search.- 2.3 The Golden Section search.- 2.4 The Algorithm of Davies, Swann, and Campey.- 3 Multi-variable optimization.- 3.1 Introduction.- 3.2 Search methods.- 3.3 Gradient methods.- 4 Advanced methods.- 4.1 Introduction.- 4.2 General considerations.- 4.3 Advanced search methods.- 4.4 Advanced gradient methods.- 4.5 Minimax methods.- 5 Constrained optimization.- 5.1 Introduction.- 5.2 The Kuhn-Tucker conditions.- 5.3 Constrained optimization techniques.- 5.4 Direct search methods with constraints.- 5.5 Small step gradient methods.- 5.6 Sequential unconstrained methods.- 5.7 Large step gradient methods.- 5.8 Lagrangian methods.- 5.9 General considerations.- 5.10 Conclusion.- References.- Further reading.

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Titolo: Introduction to Optimization Methods (...
Casa editrice: Springer (edition 1)
Data di pubblicazione: 1974
Legatura: Paperback
Condizione: Good
Edizione: 1.