Optimization Concepts and Applications in Engineering

ISBN-13: 9781108424882 / Angielski / Twarda / 2019 / 464 str.

Ashok D. Belegundu; Tirupathi R. Chandrupatla

Opis

Integrates theory, algorithms, modeling, and computer implementation while solved examples show realistic engineering optimization problems.

Recenzje

'Optimization is one of the most fundamental concepts in engineering, and this new edition of the classic text by Belegundu and Chandrupatla provides a solid introduction to the underlying mathematics and algorithms. Students and practitioners will enjoy their clear explanations of the basic concepts and the many examples spanning the full spectrum of engineering disciplines.' Mykel Kochenderfer, Stanford University

Spis treści

Preface; 1. Preliminary concepts; 2. One-dimensional unconstrained minimization; 3. Unconstrained optimization; 4. Linear programming; 5. Constrained minimization; 6. Penalty functions, duality, and geometric programming; 7. Direct search methods for nonlinear optimization; 8. Multi-objective optimization; 9. Integer and discrete programming; 10. Dynamic programming; 11. Optimization applications for transportation, assignment, and network problems; 12. Finite element and simulation-based optimization; Index.