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Applied Optimization: Formulation and Algorithms for Engineering Systems

Applied Optimization: Formulation and Algorithms for Engineering Systems

Applied Optimization: Formulation and Algorithms for Engineering Systems
By Ross Baldick

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(8 customer reviews)

Book Description

The starting point in the formulation of any numerical problem is to take an intuitive idea about the problem in question and to translate it into precise mathematical language. This book provides step-by-step descriptions of how to formulate numerical problems so that they can be solved by existing software. It examines various types of numerical problems and develops techniques for solving them. A number of engineering case studies are used to illustrate in detail the formulation process. The case studies motivate the development of efficient algorithms that involve, in some cases, transformation of the problem from its initial formulation into a more tractable form.


Book Details

  • Amazon Sales Rank: #616048 in Books
  • Published on: 2009-01-18
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.61" h x 1.57" w x 6.69" l, 2.21 pounds
  • Binding: Paperback
  • 792 pages

Editorial Reviews

Review
'Applied Optimization is an excellent text for rigourously introducing graduate and advanced undergraduate engineers to non stochastic optimization. I also think it serves as an excellent reference for engineers in the field who need a clear introduction to this area of mathematics/operations research.' IEEE Control Systems Magazine

About the Author
ROSS BALDICK is a professor of electrical and computer engineering at the University of Texas at Austin. His current research involves optimization and economic theory applied to electric power system operations and the public policy and technical issues associated with electric transmission under deregulation. He is an associate editor of IEEE Transactions on Power Systems and the chairman of the System Economics Sub-Committee of the IEEE Power Engineering


Customer Reviews

Most helpful customer reviews

0 of 5 people found the following review helpful.
5super
By jingshui
The book was almost new with only a name on it! I like it. And the service was good. I had a great experience.

6 of 6 people found the following review helpful.
5Does exactly what the title says
By Energy_Researcher
About me: I am a grad student (economics) and I model optimization problems regularly. This is an excellent book for anyone who wants to learn about Optimization and it's applications or for someone who is familiar with the theory of optimization, but wants to know more about particular algorithms. The theory is nicely built and problem formulation is excellent. The text itself is widely spaced and crisp to look at. Another advantage of this book is the extra material you can download from the author's website. It helps us to actually understand how to convert these formulations into code that can be solved by popular optimization software. All in all a 5/5

6 of 6 people found the following review helpful.
5"Optimization" and "Art of Optimization"
By Keyu Li
The book covers the most important topics in applied optimization. The main focus of this book is how to formulate and transform optimization problems so that they can be solved by well-developed software. This aim has been achieved magnificently and skillfully.

The most important problem in applied optimization, I believe, is problem formulation, that is to translate the intuitive ideas into rigorous mathematics. The book has done an excellent job in explaining the process of formulating an optimization problem. It provides step-by-step descriptions that are very helpful and useful. A lot of good examples and exercises are illustrated, which can be used as templates to formulate many real engineering problems with minor revisions.

The second major issue in applied optimization is to reformulate an original optimization problem to its standard form, so that it can be directly solved by known software. This part is tough because it involves a lot of mathematics. But the author succeeds to solve it in a magic way. Many abstract and complicated definitions and algorithms are visualized by beautiful and meaningful figures. The author also tries to avoid the unnecessary mathematics. Many theorems and proofs are deliberately rewritten to ease the understanding of this part.

Applied optimization has two sides: science and art. Most of the books in this field focus on the science side, but not so satisfactory in the art side. The book has done a very good job in balancing both sides. You can expect to obtain both "optimization" and "the art of optimization" from this book.

(Written by Chengtao Wen)

See all 8 customer reviews...
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