عنوان

Soft computing techniques for engineering optimization /

0429053649

042961859X

0429620748

0429622899

9780429053641

9780429618598

9780429620744

9780429622892

9780367148614

Soft computing techniques for engineering optimization /

[Book]

Kaushik Kumar, Supriyo Roy, and J. Paulo Davim.

Boca Raton, FL :

CRC Press,

2019.

1 online resource (xiv, 154 pages)

Science, Technology, and Management series

Chapter 1. Introduction to Optimization & Relevance of Soft Computing Techniques Towards Optimal Solution. Section 1: Optimization. 2. Various Soft Computing Techniques and their Description. Section 2: History of Heuristics / Search Algorithms. 3. Single Objective Optimization using Response Surface Methodology. 4. Multi Objective Optimization using Weighted Principal Component Analysis. 5. Single Objective Optimization using Taguchi Technique (Maximization). 6. Single Objective Optimization using Taguchi Technique (Minimization). 7. Multi-Objective Optimization using Grey-Taguchi Technique. 8. Single Objective Optimization using Taguchi Coupled Fuzzy Logic. 9. Multi-Objective Optimization using Non-Dominated Sorting Genetic Algorithm. 10. Single Objective Optimization using Artificial Bee Colony Algorithm. Section 3: Working with MINITAB and MATLAB. 11. Working with MINITAB for Optimization using Taguchi Technique. 12. Working with MATLAB for Optimization using Artificial Neural Network. 13. Working with MATLAB for Optimization using Genetic Algorithm.

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This book covers the issues related to optimization of engineering and management problems using soft computing techniques with an industrial outlook. It covers a broad area related to real life complex decision making problems using a heuristics approach. It also explores a wide perspective and future directions in industrial engineering research on a global platform/scenario. The book highlights the concept of optimization, presents various soft computing techniques, offers sample problems, and discusses related software programs complete with illustrations. Features Explains the concept of optimization and relevance to soft computing techniques towards optimal solution in engineering and management Presents various soft computing techniques Offers problems and their optimization using various soft computing techniques Discusses related software programs, with illustrations Provides a step-by-step tutorial on how to handle relevant software for obtaining the optimal solution to various engineering problems

Industrial engineering.

Mathematical optimization.

Soft computing.

Industrial engineering.

Mathematical optimization.

MATHEMATICS-- Arithmetic.

Soft computing.

TECHNOLOGY-- Electricity.

TECHNOLOGY-- Manufacturing.

KJT

MAT-- 004000

TEC-- 007000

TEC-- 020000

Kumar, K., (Kaushik),1968-

Davim, J. Paulo

Roy, Supriyo

20200822095127.0

pn

[Book]

Y