Advanced Optimization and Decision-Making Techniques in Textile Manufacturing
暫譯: 紡織製造中的高級優化與決策技術
Ghosh, Anindya, Mal, Prithwiraj, Majumdar, Abhijit
- 出版商: CRC
- 出版日期: 2020-12-18
- 售價: $2,580
- 貴賓價: 9.5 折 $2,451
- 語言: 英文
- 頁數: 302
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367670534
- ISBN-13: 9780367670535
海外代購書籍(需單獨結帳)
商品描述
Optimization and decision making are integral parts of any manufacturing process and management system. The objective of this book is to demonstrate the confluence of theory and applications of various types of multi-criteria decision making and optimization techniques with reference to textile manufacturing and management. Divided into twelve chapters, it discusses various multi-criteria decision-making methods such as AHP, TOPSIS, ELECTRE, and optimization techniques like linear programming, fuzzy linear programming, quadratic programming, in textile domain. Multi-objective optimization problems have been dealt with two approaches, namely desirability function and evolutionary algorithm.
Key Features
- Exclusive title covering textiles and soft computing fields including optimization and decision making
- Discusses concepts of traditional and non-traditional optimization methods with textile examples
- Explores pertinent single-objective and multi-objective optimizations
- Provides MATLAB coding in the Appendix to solve various types of multi-criteria decision making and optimization problems
- Includes examples and case studies related to textile engineering and management
商品描述(中文翻譯)
優化和決策制定是任何製造過程和管理系統中不可或缺的部分。本書的目的是展示各種多準則決策制定和優化技術的理論與應用的交匯，並參考紡織製造和管理。全書分為十二章，討論了各種多準則決策制定方法，如 AHP、TOPSIS、ELECTRE，以及在紡織領域中的優化技術，如線性規劃、模糊線性規劃和二次規劃。多目標優化問題則採用了兩種方法來處理，即可取性函數和進化算法。
主要特點
- 獨特的書名涵蓋了紡織和軟計算領域，包括優化和決策制定
- 討論了傳統和非傳統優化方法的概念，並提供紡織範例
- 探索相關的單目標和多目標優化
- 附錄中提供 MATLAB 代碼，以解決各種多準則決策制定和優化問題
- 包含與紡織工程和管理相關的範例和案例研究
作者簡介
Dr. Anindya Ghosh completed his B.Tech. in Textile Technology in 1997 from College of Textile Technology, Berhampore (Calcutta University), India. After that he worked in a textile spinning industry for one year as a shift engineer. He completed his M. Tech. and PhD in Textile Engineering from Indian Institute of Technology, Delhi, India in 2000 and 2004 respectively. He is a recipient of Career Award for Young Teacher-2009 from AICTE, India. He has more than 14 years experience in Teaching. Currently he is working as an Associate Professor in Government College of Engineering & Textile Technology, Berhampore. His research work involves yarn manufacturing, Yarn and fabric structures, modeling and simulation, optimization and decision making techniques. He has published more than 70 papers in various referred journals.
Dr. Prithwiraj Mal is post graduate in Textile Engineering from Indian Institute of Technology Delhi. He has almost 16 years of cumulative experience in both industry and academics. He completed PhD from Jadavpur University, Kolkata in 2017. Prithwiraj Mal has joined NIFT in 2008 and currently posted in NIFT Hyderabad as Assistant Professor in Department of Textile Design. His research work involves comfort, optimization, decision making techniques & product development. He has published more than 20 papers in various referred journals and presented / published papers in conferences in national and international levels.
Dr. Abhijit Majumdar is working as Professor in Department of Textile Technology of Indian Institute of Technology Delhi, India. A graduate from Calcutta University, with gold medal in Textile Technology, he completed his post graduate and Ph.D degrees from IIT Delhi and Jadavpore University, Kolkata, respectively. His research areas include protective textiles (soft armour, antibacterial, UV etc.), soft computing applications and sustainable supply chain management. He has completed research projects funded by Department of Science and Technology (DST), Defense Research and Development Organization (DRDO) and Council for Scientific and Industrial Research (CSIR), He has published 85 research papers in international refereed journals and guided seven Ph.D students. He has authored one book entitled 'Principles of Woven Fabric Manufacturing' published by CRC press. He has also edited two books published by Woodhead Publisher, U. K. and authored one monograph (Textile Progress) published by Taylor and Francis. He is the associate editor of Journal of the Institution of Engineers (India) Series E (Chemical and Textile Engineering) published by Springer. He is a recipient of Outstanding Young Faculty Fellowship (2009-2014) of IIT Delhi, Teaching Excellence Award (2015) of IIT Delhi and Gandhian Young Technological Innovation Award (2017).
作者簡介(中文翻譯)
安寧迪亞·戈什博士於1997年在印度加爾各答大學的伯漢普爾紡織技術學院完成了紡織技術的學士學位（B.Tech.）。之後，他在紡織紡紗行業工作了一年，擔任班次工程師。他於2000年和2004年分別在印度德里印度理工學院獲得紡織工程的碩士學位（M. Tech.）和博士學位（PhD）。他是2009年印度AICTE頒發的青年教師職業獎的獲得者。他在教學方面擁有超過14年的經驗。目前，他在伯漢普爾的政府工程與紡織技術學院擔任副教授。他的研究工作涉及紗線製造、紗線和織物結構、建模與模擬、優化和決策技術。他在各類期刊上發表了超過70篇論文。
普里特維拉吉·馬爾博士是印度德里印度理工學院的紡織工程碩士。他在工業和學術界擁有近16年的綜合經驗。他於2017年在加爾各答的賈達夫普爾大學獲得博士學位。普里特維拉吉·馬爾於2008年加入NIFT，目前在海得拉巴的NIFT擔任紡織設計系的助理教授。他的研究工作涉及舒適性、優化、決策技術和產品開發。他在各類期刊上發表了超過20篇論文，並在國內外會議上發表/出版了論文。
阿比吉特·馬祖姆達爾博士在印度德里印度理工學院的紡織技術系擔任教授。他是加爾各答大學的畢業生，並在紡織技術領域獲得金牌，之後在IIT德里和加爾各答的賈達夫普爾大學分別獲得碩士和博士學位。他的研究領域包括保護性紡織品（軟盔甲、抗菌、紫外線等）、軟計算應用和可持續供應鏈管理。他完成了由科學與技術部（DST）、國防研究與發展組織（DRDO）和科學與工業研究委員會（CSIR）資助的研究項目。他在國際同行評審期刊上發表了85篇研究論文，並指導了七名博士生。他著有一本名為《織物製造原理》的書籍，由CRC出版社出版。他還編輯了兩本由英國Woodhead出版社出版的書籍，並撰寫了一本由Taylor and Francis出版的專著（Textile Progress）。他是由Springer出版的《印度工程師學會期刊》E系列（化學與紡織工程）的副編輯。他是IIT德里2009-2014年傑出青年教師獎、IIT德里2015年教學卓越獎和2017年甘地青年技術創新獎的獲得者。
