Optimization in Engineering: Models and Algorithms
This textbook covers the fundamentals of optimization, including linear, mixed-integer linear, nonlinear, and dynamic optimization techniques, with a clear engineering focus. It carefully describes classical optimization models and algorithms using an engineering problem-solving perspective, and emphasizes modeling issues using many real-world examples related to a variety of application areas. Providing an appropriate blend of practical applications and optimization theory makes the text usefu…
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- Full title :Optimization in Engineering : Models and Algorithms / by Ramteen Sioshansi, Antonio J. Conejo.
Summary
This textbook covers the fundamentals of optimization, including linear, mixed-integer linear, nonlinear, and dynamic optimization techniques, with a clear engineering focus. It carefully describes classical optimization models and algorithms using an engineering problem-solving perspective, and emphasizes modeling issues using many real-world examples related to a variety of application areas. Providing an appropriate blend of practical applications and optimization theory makes the text useful to both practitioners and students, and gives the reader a good sense of the power of optimization and the potential difficulties in applying optimization to modeling real-world systems. The book is intended for undergraduate and graduate-level teaching in industrial engineering and other engineering specialties. It is also of use to industry practitioners, due to the inclusion of real-world applications, opening the door to advanced courses on both modeling and algorithm development within the industrial engineering and operations research fields.
Read More ↓Edition Statements
- Publication Date:2017.
Publication Statements
- Publisher(s):Imprint, Springer, Springer International Publishing
- Place of Publication:Cham
- Language:eng
- Publication Date:2017.
The Physical Object
- Description:1 recurso en línea; 1 online resource (XV, 412 p. 71 illustrations, 26 illustrations in color.)
Edition Identifiers
- ISBN:9783319567693, 3319567691, 9783319567679, 3319567675
- oclc:on1005811778
- Dewey Decimal:519.6
Table of Contents
1. Optimization is Ubiquitous -- 2. Linear Optimization -- 3. Mixed-Integer Linear Optimization -- 4. Nonlinear Optimization -- 5. Iterative Solution Algorithms for Nonlinear Optimization -- 6. Dynamic Optimization -- A. Taylor Approximations and Definite Matrices -- B. Convexity -- Index.
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