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020 _a9780429504419
_q(electronic bk.)
020 _a0429504411
_q(electronic bk.)
020 _a9780429996825
_q(electronic bk.)
020 _a0429996829
_q(electronic bk.)
020 _a9780429996832
_q(PDF ebook)
020 _a0429996837
020 _a9780429996818
_q(Mobipocket ebook)
020 _a0429996810
020 _z9781138586765
020 _z1138586765
024 7 _a10.1201/9780429504419
_2doi
035 _a(OCoLC)1090301681
_z(OCoLC)1090470725
035 _a(OCoLC-P)1090301681
050 4 _aTS1369
072 7 _aTEC
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072 7 _aTEC
_x055000
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072 7 _aTEC
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072 7 _aTEC
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072 7 _aAKT
_2bicssc
082 0 4 _a677.028
_223
100 1 _aGhosh, Anindya,
_eauthor.
_916467
245 1 0 _aAdvanced optimization and decision making techniques in textile manufacturing /
_cAnindya Ghosh, Prithwiraj Mal, Abhijit Majumdar.
264 1 _aBoca Raton :
_bCRC Press,
_c2019.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
505 0 _aCover; Half Title; Title Page; Copyright Page; Contents; Preface; About the Authors; 1. Introduction to Decision-Making and Optimization Techniques; 1.1 Introduction; 1.2 Decision-Making Process and Classification; 1.2.1 Decision-Making Under Certainty, Risk, and Uncertainty; 1.2.2 Multicriteria Decision-Making; 1.3 Optimization; 1.3.1 Linear Programming; 1.3.2 Multiobjective Optimization and Goal Programming; 1.3.3 Nontraditional Optimization Algorithms; 1.3.3.1 Genetic Algorithm; 1.3.3.2 Particle Swarm Optimization; 1.3.3.3 Simulated Annealing; 1.4 Summary; References
505 8 _a2. Analytic Hierarchy Process2.1 Introduction; 2.2 Analytic Hierarchy Process Methodology; 2.2.1 Importance of Hierarchical Structure; 2.2.2 Rank Reversal in Analytic Hierarchy Process; 2.2.3 Multiplicative Analytic Hierarchy Process; 2.3 Fuzzy Analytic Hierarchy Process; 2.3.1 Fuzzy Numbers and Their Operations; 2.3.2 Developing Decision Hierarchy and Constructing Fuzzy Comparison Matrix; 2.3.3 Computing Criteria Weights; 2.3.4 Example of Fuzzy Analytic Hierarchy Process Application; 2.4 Summary; References; 3. Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS)
505 8 _a3.1 Introduction3.2 TOPSIS Methodology; 3.3 Step-by-Step Working Principles of TOPSIS; 3.4 Application of TOPSIS in Textiles; 3.4.1 Selection of Handloom Fabrics for Summer Clothing Using TOPSIS; 3.5 Fuzzy-TOPSIS Method; 3.6 Step-by-Step Working Principles of Fuzzy-TOPSIS; 3.7 MATLAB® Coding; 3.8 Summary; References; 4. Elimination and Choice Translating Reality (ELECTRE); 4.1 Introduction; 4.2 ELECTRE Methodology; 4.3 Step-by-Step Working Principles of ELECTRE Method; 4.4 Application of ELECTRE Method in Textiles; 4.4.1 Selection of Bulletproof Body Armors Using ELECTRE Method
505 8 _a4.5 MATLAB® Coding4.6 Summary; References; 5. Graph Theory and Matrix Approach of Decision-Making; 5.1 Introduction; 5.2 Graph Theory and Matrix Approach; 5.3 Step-by-Step Working Principles of Graph Theory and Matrix Approach; 5.4 Application of Graph Theory and Matrix Approach of Decision-Making in Textiles; 5.4.1 Cotton Fiber Selection Using Graph Theory and Matrix Approach; 5.5 MATLAB® Coding; 5.6 Summary; References; 6. Linear Programming; 6.1 Introduction; 6.2 Linear Programming Problem Formulation; 6.2.1 General Form of a Linear Programming Problem; 6.3 Graphical Method
505 8 _a6.4 Simplex Method6.4.1 Big M Method; 6.4.2 Two-Phase Method; 6.5 Applications; 6.6 MATLAB® Coding; 6.7 Summary; References; 7. Fuzzy Linear Programming; 7.1 Introduction; 7.2 Crisp Set, Fuzzy Set, and Membership Function; 7.2.1 Fuzzy Set Operations; 7.3 Fuzzy Linear Programming Algorithm; 7.4 Applications; 7.5 MATLAB® Coding; 7.6 Summary; References; 8. Quadratic Programming; 8.1 Introduction; 8.2 Quadratic Programming Algorithm; 8.2.1 Lagrangian Function; 8.2.2 Kuhn-Tucker Conditions; 8.2.3 Wolfe's Method to Solve Quadratic Programming Problem
520 _aOptimization 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
588 _aOCLC-licensed vendor bibliographic record.
650 0 _aTextile industry
_xDecision making.
_916468
650 0 _aManufacturing processes
_xDecision making.
_916469
650 0 _aTextile fabrics
_xDesign
_xData processing.
_916470
650 7 _aTECHNOLOGY & ENGINEERING / Technical & Manufacturing Industries & Trades
_2bisacsh
_95059
650 7 _aTECHNOLOGY & ENGINEERING / Textiles & Polymers
_2bisacsh
_95060
650 7 _aTECHNOLOGY / Electricity
_2bisacsh
_916471
650 7 _aTECHNOLOGY / Material Science
_2bisacsh
_916472
650 7 _aTECHNOLOGY / Operations Research
_2bisacsh
_910871
700 1 _aMal, Prithwiraj,
_eauthor.
_916473
700 1 _aMajumdar, Abhijit,
_eauthor.
_916474
856 4 0 _3Taylor & Francis
_uhttps://www.taylorfrancis.com/books/9780429504419
856 4 2 _3OCLC metadata license agreement
_uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
942 _cEBK
999 _c71262
_d71262