Fundamentals of Optimization Techniques with Algorithms

  • Publsiher : Academic Press
  • Release : 25 August 2020
  • ISBN : 9780128224922
  • Page : 320 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Fundamentals of Optimization Techniques with Algorithms written by Sukanta Nayak and published by Academic Press. This book was released on 25 August 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Optimization is a key concept in mathematics, computer science, and operations research, and is essential to the modeling of any system, playing an integral role in computer-aided design. Fundamentals of Optimization Techniques with Algorithms presents a complete package of various traditional and advanced optimization techniques along with a variety of example problems, algorithms and MATLABĀ© code optimization techniques, for linear and nonlinear single variable and multivariable models, as well as multi-objective and advanced optimization techniques. It presents both theoretical and numerical perspectives in a clear and approachable way. In order to help the reader apply optimization techniques in practice, the book details program codes and computer-aided designs in relation to real-world problems. Ten chapters cover, an introduction to optimization; linear programming; single variable nonlinear optimization; multivariable unconstrained nonlinear optimization; multivariable constrained nonlinear optimization; geometric programming; dynamic programming; integer programming; multi-objective optimization; and nature-inspired optimization. This book provides accessible coverage of optimization techniques, and helps the reader to apply them in practice. Presents optimization techniques clearly, including worked-out examples, from traditional to advanced Maps out the relations between optimization and other mathematical topics and disciplines Provides systematic coverage of algorithms to facilitate computer coding Gives MATLABĀ© codes in relation to optimization techniques and their use in computer-aided design Presents nature-inspired optimization techniques including genetic algorithms and artificial neural networks

Fundamentals of Optimization Techniques with Algorithms

Fundamentals of Optimization Techniques with Algorithms
Author: Sukanta Nayak
Publisher: Academic Press
Relase: 2020-08-25
ISBN: 9780128224922
GET BOOK

Introduction to Optimization Techniques

Introduction to Optimization Techniques
Author: Masanao Aoki
Publisher: Unknown
Relase: 1971
ISBN: UOM:39015004515766
GET BOOK

Optimization Techniques and Applications with Examples

Optimization Techniques and Applications with Examples
Author: Xin-She Yang
Publisher: John Wiley & Sons
Relase: 2018-09-19
ISBN: 9781119490548
GET BOOK

Fundamentals of Optimization

Fundamentals of Optimization
Author: Mark French
Publisher: Springer
Relase: 2018-05-02
ISBN: 9783319761923
GET BOOK

Optimization in Engineering

Optimization in Engineering
Author: Ramteen Sioshansi,Antonio J. Conejo
Publisher: Springer
Relase: 2017-06-24
ISBN: 9783319567693
GET BOOK

Linear Algebra and Optimization with Applications to Machine Learning

Linear Algebra and Optimization with Applications to Machine Learning
Author: Jean Gallier,Jocelyn Quaintance
Publisher: World Scientific Publishing Company
Relase: 2020-03-06
ISBN: 9811216568
GET BOOK

Engineering Optimization

Engineering Optimization
Author: R. Russell Rhinehart
Publisher: John Wiley & Sons
Relase: 2018-05-29
ISBN: 9781118936337
GET BOOK

Introduction to Global Optimization

Introduction to Global Optimization
Author: R. Horst,Panos M. Pardalos,Nguyen Van Thoai
Publisher: Springer Science & Business Media
Relase: 1995-06-30
ISBN: 0792335562
GET BOOK

Practical Optimization

Practical Optimization
Author: Andreas Antoniou,Wu-Sheng Lu
Publisher: Springer Science & Business Media
Relase: 2007-12-14
ISBN: 9780387711072
GET BOOK

Deterministic Global Optimization

Deterministic Global Optimization
Author: Christodoulos A. Floudas
Publisher: Springer Science & Business Media
Relase: 2000
ISBN: 0792360141
GET BOOK

Numerical Optimization

Numerical Optimization
Author: Jorge Nocedal,Stephen Wright
Publisher: Springer Science & Business Media
Relase: 2006-06-06
ISBN: 9780387227429
GET BOOK

Optimization Principles

Optimization Principles
Author: Narayan S. Rau
Publisher: John Wiley & Sons
Relase: 2003-09-22
ISBN: 0471451304
GET BOOK

Engineering Optimization

Engineering Optimization
Author: Xin-She Yang
Publisher: John Wiley & Sons
Relase: 2010-07-20
ISBN: 0470640413
GET BOOK

Fifth International Conference on Foundations of Computer Aided Process Design

Fifth International Conference on Foundations of Computer Aided Process Design
Author: Michael F. Malone,International Conference on Foundations of Computer Aided Process Design,James A. Trainham,Brice Carnahan
Publisher: Amer Inst of Chemical Engineers
Relase: 2000
ISBN: STANFORD:36105025029898
GET BOOK

Fundamentals of Ocean Renewable Energy

Fundamentals of Ocean Renewable Energy
Author: Simon P. Neill,M Reza Hashemi
Publisher: Academic Press
Relase: 2018-06-20
ISBN: 9780128104491
GET BOOK