Introduction to Optimization Methods (Chapman and Hall Mathematics Series) - Brossura

Adby, P.

Brossura

ISBN 10: 0412110407 ISBN 13: 9780412110405

Casa editrice: Springer, 1974

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.

Su questo libro

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.

Product Description

Book by Adby P

Dettagli dell'edizione

• Editore: Springer
• Data di pubblicazione: 1974
• Lingua: Inglese
• ISBN 10: 0412110407
• ISBN 13: 9780412110405
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 216
• Contatto del produttore: non disponibile
• Persona responsabile: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Germania