Engineering Optimisation A Modern Approach - Softcover

Ranjan Ganguli

Softcover

ISBN 10: 8173717397 ISBN 13: 9788173717390

Verlag: Orient Blackswan, 2012

Inhaltsangabe

The deployment of optimization techniques at the conceptual design stage of complex technical systems is today no longer a desirable trait but an absolute necessity. This book aims to make the optimization technique pervasive in engineering design by moving the problem from an academic setting to an industrial platform. It provides a thorough understanding of the concepts of optimization necessary for a robust design of technical systems. The approach is from a modern perspective it dwells on surrogate modelling and non-gradient-based algorithms and at the same time emphasizes classical methods for pedagogical reasons. Nonlinear optimization, response-surface method and genetic-algorithm approaches have been focused upon to bridge the gap between nonlinear programming and engineering optimization techniques. The best way to learn optimization methods is undoubtedly by solving problems and following it up with exercises in computer programming. To enable this experience, the book has several solved examples, some of them non-trivial, besides many unsolved problems for the student to work out.

Contents:

Preface Basic Concepts Direct One-Dimensional Search Gradient-Based Methods Newtonian Methods Constrained Optimization Methods Response Surface Method Genetic Algorithm

Details zur Ausgabe

• Verlag: Orient Blackswan
• Erscheinungsdatum: 2012
• Sprache: Englisch
• ISBN 10: 8173717397
• ISBN 13: 9788173717390
• Einband: Taschenbuch
• Anzahl der Seiten: 268
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar