Optimization Concepts and Applications in Engineering

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Ashok D. Belegundu, Tirupathi R. ChandrupatlaCambridge University PressEdition: 3, 6/6/2019EAN 9781108424882, ISBN10: 1108424880Hardcover, 464 pages, 25.9 x 18.3 x 2.5 cmLanguage: EnglishOrganizations and businesses strive toward excellence, and solutions to problems are based mostly on judgment and experience. However, increased competition and consumer demands require that the solutions be optimum and not just feasible. Theory leads to algorithms. Algorithms need to be translated into computer codes. Engineering problems need to be modeled. Optimum solutions are obtained using theory and computers, and then interpreted. Revised and expanded in its third edition, this textbook integrates theory, modeling, development of numerical methods, and problem solving, thus preparing students to apply optimization to real-world problems. This text covers a broad variety of optimization problems using: unconstrained, constrained, gradient, and non-gradient techniques; duality concepts; multi-objective optimization; linear, integer, geometric, and dynamic programming with applications; and finite element-based optimization. It is ideal for advanced undergraduate or graduate courses in optimization design and for practicing engineers.Preface1. Preliminary concepts2. One-dimensional unconstrained minimization3. Unconstrained optimization4. Linear programming5. Constrained minimization6. Penalty functions, duality, and geometric programming7. Direct search methods for nonlinear optimization8. Multi-objective optimization9. Integer and discrete programming10. Dynamic programming11. Optimization applications for transportation, assignment, and network problems12. Finite element and simulation-based optimizationIndex. Show more