Rajesh Kumar Arora

Optimization (eBook, PDF)

Algorithms and Applications

• Format: PDF

Produktbeschreibung

This book presents a variety of solution techniques for optimization problems, emphasizing concepts rather than rigorous mathematical details and proofs. It explains how to solve complex optimization problems using gradient-based and stochastic methods. It also describes different architectures to handle multidisciplinary design optimization problems. The author uses MATLAB to solve many practical problems and links the software code to the corresponding algorithms in a user-friendly way. The codes are available on the book's CRC Press web page.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 466
• Erscheinungstermin: 6. Mai 2015
• Englisch
• ISBN-13: 9781498721158
• Artikelnr.: 42893956

Autorenporträt

Rajesh Kumar Arora is a senior engineer at the Indian Space Research Organization, where he has been working for more than two decades. He obtained his PhD in aerospace engineering from the Indian Institute of Science, Bangalore. His research interests include mission design, simulation of launch vehicle systems, and trajectory optimization.

Inhaltsangabe

Introduction. 1-D Optimization Algorithms. Unconstrained Optimization.
Linear Programming. Guided Random Search Methods. Constrained Optimization.
Multiobjective Optimization. Geometric Programming. Multidisciplinary
Design Optimization. Integer Programming. Dynamic Programming.
Bibliography. Appendices. Index.