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Optimization and Approximation

Optimization and Approximation
Catalogue Information
Field name Details
Dewey Class 515.64
Title Optimization and Approximation ([EBook]) / by Pablo Pedregal.
Author Pedregal, Pablo , 1963-
Other name(s) SpringerLink (Online service)
Publication Cham : Springer International Publishing , 2017.
Physical Details XIII, 254 pages, 56 illus. : online resource.
Series Unitext 2038-5714 ; ; 108
ISBN 9783319648439
Summary Note This book provides a basic, initial resource, introducing science and engineering students to the field of optimization. It covers three main areas: mathematical programming, calculus of variations and optimal control, highlighting the ideas and concepts and offering insights into the importance of optimality conditions in each area. It also systematically presents affordable approximation methods. Exercises at various levels have been included to support the learning process.:
Contents note 1 Overview. Part I Mathematical Programming. - 2 Linear Programming -- 3 Nonlinear programming -- 4 Numerical approximation -- Part II Variational problems -- 5 Basic theory for variational problems 6 Numerical approximation of variational problems -- Part III Optimal Control -- 7 Basic facts about optimal control . 8 Numerical approximation of basic optimal control problems, and dynamic programming. Part IV Appendix -- 9 Hints and solutions to exercises. .
System details note Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site http://dx.doi.org/10.1007/978-3-319-64843-9
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