There are lots of great material on Optimization Methods in Engineering Design subject in the internet, buts its always a challenge to figure out a ready list of top books on Optimization Methods in Engineering Design that one can refer to immediately. Even though online materials are good, but nothing can beat the depth of coverage that a book can offer. Hence, we researched the list of Optimization Methods in Engineering Design books which are used by students worldwide and came up with top 10 Book Recommendations on Optimization Methods in Engineering Design subject. These books can be used as a great starting point for anyone studying Optimization Methods in Engineering Design and can also be used as a ready reference for Under-Graduate and Post-Graduate programs.
Most of these Optimization Methods in Engineering Design books are also in the best-seller lists in Amazon website. We have added a brief description of these best books and have also included direct links to Amazon site (as affiliate). This allows anyone to directly visit the site and order printed copies of these best books.
Here is the full list of best reference books on Optimization Methods in Engineering Design.
|1. “Optimization – Theory and Applications” by S.S. Rao
Book Review: This book demonstrates all the optimization methods that are used in a range of industries. The book covers both latest and classical optimization techniques and starts with the basics and later progresses to advanced principles and applications. The book covers nonlinear, linear, geometric, dynamics and sophisticated programming techniques. The book also presents specialized methods like genetic algorithms, simulated annealing, neural networks, swarm optimization, ant colony optimization and fuzzy optimization. This book is suitable for graduate and undergraduate students in mechanical, civil, chemical, electrical and aerospace engineering.
|2. “Optimization Methods for Engineering Design” by R.L. Fox|
|3. “Non Linear Programming” by Dimitri P. Bertsekas
Book Review: This book focuses on iterative algorithms for constrained and unconstrained optimization, Lagrange multipliers and duality, large scale problems and interface between continuous and discrete optimization. This book also covers many iterative optimization methods and methods for linear programming. The book also contains chapters on neural network training, discrete time optimal control and large scale optimization. The book contains numerous examples and exercises and contains separate chapters on duality usage and lagrangian relaxation for solving discrete optimization techniques.
|4. “Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences” by Jacques Periaux David Greiner|
|5. “Optimization Methods” by Marco Cavazzuti|
|6. “Discretization Methods and Structural Optimization Procedures and Applications” by Eschenauer Thierauf|
|7. “Engineering Optimization: Methods and Applications” by K M Ragsdell|
|8. “Cost Effective Design of Hybrid Powertrains” by Jonas Hellgren|
|9. “Optimization for Engineering Design: Algorithms and Examples” by Kalyanmoy Deb|
|10. “DESIGN AND OPTIMIZATION OF METAL STRUCTURES” by Jozsef Farkas, Karoly Jarmai)|
If any more book needs to be added to the list of best books on Optimization Methods in Engineering Design Subject, please let us know.
Sanfoundry Global Education & Learning Series – Best Reference Books!