Name: Optimization Techniques - Tome I: Continuous Optimization (en Inglés)
Price: 195.27 USD
Availability: InStock
Author: Cerf, Max
ISBN: 9782759831623

portada Optimization Techniques - Tome I: Continuous Optimization (en Inglés)

Optimization Techniques - Tome I: Continuous Optimization (en Inglés)

Formato

Libro Físico

Autor

Max Cerf

Editorial

EDP Sciences

Idioma

Inglés

N° páginas

482

Encuadernación

Tapa Blanda

Dimensiones

23.4 x 15.6 x 2.5 cm

Peso

0.67 kg.

ISBN13

9782759831623

Categorías

Optimización

Optimization Techniques - Tome I: Continuous Optimization (en Inglés)

Max Cerf (Autor) · EDP Sciences · Tapa Blanda

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Reseña del libro "Optimization Techniques - Tome I: Continuous Optimization (en Inglés)"

This book in two volumes provides an overview of continuous, discrete and functional optimization techniques. This first volume is devoted to continuous optimization, which deals with problems with real variables, without or with constraints. After a reminder of the optimality conditions and their geometrical interpretation, the topics covered are: - gradient-free algorithms that can be applied to any type of function;- unconstrained algorithms based on Newton-type descent methods;- algorithms with constraints: penalization, primal, dual and primal-dual methods;- linear programming with the simplex method and interior point methods.The emphasis is on understanding the principles rather than on mathematical rigor. Each concept or algorithm is accompanied by a detailed example to help you grasp the main ideas. This book is the result of 30 years of experience and is intended for students, researchers and engineers wishing to acquire a general knowledge in the field of optimization.