عنوان

Soft computing techniques for engineering optimization /

شابک

0429053649

شابک

042961859X

شابک

0429620748

شابک

0429622899

شابک

9780429053641

شابک

9780429618598

شابک

9780429620744

شابک

9780429622892

شابک اشتباه

9780367148614

عنوان اصلي

Soft computing techniques for engineering optimization /

نام عام مواد

[Book]

نام نخستين پديدآور

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

محل نشرو پخش و غیره

Boca Raton, FL :

نام ناشر، پخش کننده و غيره

CRC Press,

تاریخ نشرو بخش و غیره

2019.

نام خاص و کميت اثر

1 online resource (xiv, 154 pages)

عنوان فروست

Science, Technology, and Management series

متن يادداشت

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.

بدون عنوان

0

متن يادداشت

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

موضوع مستند نشده

Industrial engineering.

موضوع مستند نشده

Mathematical optimization.

موضوع مستند نشده

Soft computing.

موضوع مستند نشده

Industrial engineering.

موضوع مستند نشده

Mathematical optimization.

موضوع مستند نشده

MATHEMATICS-- Arithmetic.

موضوع مستند نشده

Soft computing.

موضوع مستند نشده

TECHNOLOGY-- Electricity.

موضوع مستند نشده

TECHNOLOGY-- Manufacturing.

موضوع مستند نشده

KJT

موضوع مستند نشده

MAT-- 004000

موضوع مستند نشده

TEC-- 007000

موضوع مستند نشده

TEC-- 020000

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Kumar, K., (Kaushik),1968-

مستند نام اشخاص تاييد نشده

Davim, J. Paulo

مستند نام اشخاص تاييد نشده

Roy, Supriyo

تاريخ عمليات

20200822095127.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y