Download Optimization for Engineering Design: Algorithms and Examples, 2nd ed, by Kalyanmoy Deb
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Optimization for Engineering Design: Algorithms and Examples, 2nd ed, by Kalyanmoy Deb
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This well-received book, now in its second edition, continues to provide a number of optimization algorithms which are commonly used in computer-aided engineering design. The book begins with simple single-variable optimization techniques, and then goes on to give unconstrained and constrained optimization techniques in a step-by-step format so that they can be coded in any user-specific computer language. In addition to classical optimization methods, the book also discusses Genetic Algorithms and Simulated Annealing, which are widely used in engineering design problems because of their ability to find global optimum solutions.
The second edition adds several new topics of optimization such as design and manufacturing, data fitting and regression, inverse problems, scheduling and routing, data mining, intelligent system design, Lagrangian duality theory, and quadratic programming and its extension to sequential quadratic programming. It also extensively revises the linear programming algorithms section in the Appendix. This edition also includes more number of exercise problems.
The book is suitable for senior undergraduate/postgraduate students of mechanical, production and chemical engineering. Students in other branches of engineering offering optimization courses as well as designers and decision-makers will also find the book useful.
KEY FEATURES
• Algorithms are presented in a step-by-step format to facilitate coding in a computer language.
• Sample computer programs in FORTRAN are appended for better comprehension.
• Worked-out examples are illustrated for easy understanding.
• The same example problems are solved with most algorithms for a comparative evaluation of the algorithms
- Sales Rank: #1266900 in eBooks
- Published on: 2013-07-30
- Released on: 2013-07-30
- Format: Kindle eBook
About the Author
The author is a Ph.D. in the Department of Mechanical Engineering, at the India Institute of Technology, Kanpur
Most helpful customer reviews
1 of 2 people found the following review helpful.
This is the older first edition
By Mo
I gave this 3 stars because 1) it is not clearly stated which edition this book is and 2) the cover of the book was folded when I got it. Check the edition before you buy since the book has some major changes for the second edition.
0 of 0 people found the following review helpful.
Five Stars
By Amazon Customer
Good review of optimization algorithms.
0 of 0 people found the following review helpful.
easy to
By Arthur Stoecker
Well written, easy to follow
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