100 Optimization Techniques

Download 100 Optimization Techniques full books in PDF, epub, and Kindle. Read online free 100 Optimization Techniques ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Optimization Techniques and Applications with Examples

Optimization Techniques and Applications with Examples
Author :
Publisher : John Wiley & Sons
Total Pages : 384
Release :
ISBN-10 : 9781119490548
ISBN-13 : 1119490545
Rating : 4/5 (545 Downloads)

Book Synopsis Optimization Techniques and Applications with Examples by : Xin-She Yang

Download or read book Optimization Techniques and Applications with Examples written by Xin-She Yang and published by John Wiley & Sons. This book was released on 2018-09-19 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to modern optimization applications and techniques in newly emerging areas spanning optimization, data science, machine intelligence, engineering, and computer sciences Optimization Techniques and Applications with Examples introduces the fundamentals of all the commonly used techniques in optimization that encompass the broadness and diversity of the methods (traditional and new) and algorithms. The author—a noted expert in the field—covers a wide range of topics including mathematical foundations, optimization formulation, optimality conditions, algorithmic complexity, linear programming, convex optimization, and integer programming. In addition, the book discusses artificial neural network, clustering and classifications, constraint-handling, queueing theory, support vector machine and multi-objective optimization, evolutionary computation, nature-inspired algorithms and many other topics. Designed as a practical resource, all topics are explained in detail with step-by-step examples to show how each method works. The book’s exercises test the acquired knowledge that can be potentially applied to real problem solving. By taking an informal approach to the subject, the author helps readers to rapidly acquire the basic knowledge in optimization, operational research, and applied data mining. This important resource: Offers an accessible and state-of-the-art introduction to the main optimization techniques Contains both traditional optimization techniques and the most current algorithms and swarm intelligence-based techniques Presents a balance of theory, algorithms, and implementation Includes more than 100 worked examples with step-by-step explanations Written for upper undergraduates and graduates in a standard course on optimization, operations research and data mining, Optimization Techniques and Applications with Examples is a highly accessible guide to understanding the fundamentals of all the commonly used techniques in optimization.


Optimization Techniques and Applications with Examples Related Books

Optimization Techniques and Applications with Examples
Language: en
Pages: 384
Authors: Xin-She Yang
Categories: Mathematics
Type: BOOK - Published: 2018-09-19 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

A guide to modern optimization applications and techniques in newly emerging areas spanning optimization, data science, machine intelligence, engineering, and c
Numerical Optimization Techniques for Engineering Design
Language: en
Pages: 360
Authors: Garret N. Vanderplaats
Categories: Technology & Engineering
Type: BOOK - Published: 1984 - Publisher: McGraw-Hill Companies

DOWNLOAD EBOOK

Introduction to Optimization Methods
Language: en
Pages: 214
Authors: P. Adby
Categories: Science
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

During the last decade the techniques of non-linear optim ization have emerged as an important subject for study and research. The increasingly widespread appli
Integrated Methods for Optimization
Language: en
Pages: 655
Authors: John N. Hooker
Categories: Business & Economics
Type: BOOK - Published: 2011-11-13 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The first edition of Integrated Methods for Optimization was published in January 2007. Because the book covers a rapidly developing field, the time is right fo
Iterative Methods for Optimization
Language: en
Pages: 195
Authors: C. T. Kelley
Categories: Mathematics
Type: BOOK - Published: 1999-01-01 - Publisher: SIAM

DOWNLOAD EBOOK

This book presents a carefully selected group of methods for unconstrained and bound constrained optimization problems and analyzes them in depth both theoretic