01624nam 2200469 450 99646438040331620231110222227.0981-16-4859-X(MiAaPQ)EBC6803833(Au-PeEL)EBL6803833(CKB)19410530900041(OCoLC)1285678479(PPN)25884289X(EXLCZ)991941053090004120220813d2021 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierGenetic programming for production scheduling an evolutionary learning approach /Fangfang Zhang [and three others]Singapore :Springer,[2021]©20211 online resource (357 pages)Machine Learning: Foundations, Methodologies, and Applications Print version: Zhang, Fangfang Genetic Programming for Production Scheduling Singapore : Springer Singapore Pte. Limited,c2021 9789811648588 Machine Learning: Foundations, Methodologies, and Applications Computer schedulingGenetic programming (Computer science)Machine learningComputer scheduling.Genetic programming (Computer science)Machine learning.658.53Zhang Fangfang1966-1253205MiAaPQMiAaPQMiAaPQBOOK996464380403316Genetic programming for production scheduling2905344UNISA05514nam 22007214a 450 991082752800332120200520144314.01-280-27540-597866102754030-470-32386-80-471-71468-20-471-71467-4(CKB)1000000000244100(EBL)227550(SSID)ssj0000108246(PQKBManifestationID)11745617(PQKBTitleCode)TC0000108246(PQKBWorkID)10044258(PQKB)10714505(Au-PeEL)EBL227550(CaPaEBR)ebr10114178(CaONFJC)MIL27540(Perlego)2752329(MiAaPQ)EBC227550(OCoLC)85820381(EXLCZ)99100000000024410020040910d2005 uy 0engur|n|---|||||txtccrAxiomatic quality integrating axiomatic design with six-sigma, reliability, and quality engineering /Basem Said El-Haik ; with fireword by Nam P. Suh1st ed.Hoboken, N.J. John Wiley20051 online resource (307 p.)"Wiley-Interscience publication."0-471-68273-X Includes bibliographical references (p. 273-280) and index.AXIOMATIC QUALITY; CONTENTS; FOREWORD; PREFACE; 1 INTRODUCTION TO THE AXIOMATIC QUALITY PROCESS; 1.1 Why Axiomatic Quality?; 1.2 Goals and Scope of the Book; 1.3 Axiomatic Design; 1.4 Six-Sigma and Design for Six-Sigma Philosophy; 1.4.1 Introduction to Design for Six-Sigma; 1.5 Robustness Engineering: Taguchi's Quality Engineering; 1.6 Problems Addressed by Axiomatic Quality; 1.7 Introduction to the Axiomatic Quality Process; 1.8 Axiomatic Quality in Product Development; 1.9 Summary; 2 AXIOMATIC DESIGN METHOD; 2.1 Introduction; 2.2 Axiomatic Design Method; 2.2.1 Design Domains2.2.2 Design Hierarchy and Zigzagging ProcessAcclaro DFSS Light® ftp://ftp.wiley.com/public/sci_tech_med/axiomatic_quality/; 2.3 Introduction to the Independence Axiom; 2.4 Introduction to the Information Axiom; 2.5 Axiomatic Design Theorems and Corollaries; 2.5.1 Axiomatic Design Corollaries; 2.5.2 Axiomatic Design Theorems of General Design; 2.5.3 Theorems for Design of Large Systems; 2.6 Case Study: Depth Charge Initiator (Nordlund, 1996); 2.7 Summary; 3 INDEPENDENCE AXIOM; 3.1 Introduction; 3.2 Independence Axiom and the Zigzagging Approach; 3.2.1 Coupling Measures3.3 Design Mappings and Design Structures3.4 Case Study 1: Axiomatic Design of a Water Faucet (Swenson and Nordlund, 1995); 3.5 Case Study 2: Implementation Methodology for Transition from Traditional to Cellular Manufacturing Using Axiomatic Design (Durmusoglu et al., 2002); 3.5.1 Axiomatically Driven Cellular Manufacturing System; 3.6 Summary; 4 INFORMATION AXIOM AND DESIGN COMPLEXITY; 4.1 Introduction; 4.2 Traditional Formulation of the Information Axiom: Suh's Definition; 4.2.1 Complexity Reduction Techniques; 4.3 Complexity Vulnerability4.4 Theoretical Foundation of the New Complexity Theory4.5 New Complexity Theory; 4.5.1 Coupled Design Complexity; 4.6 Complexity Due to Statistical Correlation; 4.7 Summary; 5 QUALITY ENGINEERING: AXIOMATIC PERSPECTIVE; 5.1 Introduction; 5.2 Robust Design (Quality Engineering): Overview; 5.3 Mathematical Relationship between the Quality Loss Function and Axiomatic Measures; 5.4 Mathematical Relationship between the Quality Loss Function and Axiomatic Measures of Higher Modularity; 5.4.1 Equal Variance; 5.4.2 Equal Sensitivity; 5.5 Estimation of the Expected Loss Function5.6 Mathematical Relationship between the Signal-to-Noise Ratio and Axiomatic Measures5.7 Summary; 6 AXIOMATIC QUALITY AND RELIABILITY PROCESS; 6.1 Introduction; 6.2 Axiomatic Quality Process; 6.2.1 Why the Axiomatic Quality Process?; 6.2.2 Axiomatic Quality Process Map; 6.2.3 Axiomatic Quality Design Team; 6.3 Customer Attributes-to-FRs Mapping: Understanding the Voice of the Customer; 6.3.1 QFD Stage 1; 6.3.2 QFD Stage 2; 6.4 Conceptual Design for Capability Phase; 6.4.1 Define FR Specification Target Values and Allowable Tolerances6.5 Option A: Conceptual Design for the Capability Phase of an Incremental DesignThe first book to integrate axiomatic design and robust design for a comprehensive quality approachAs the adoption of quality methods grows across various industries, its implementation is challenged by situations where statistical tools are inadequate, yet the earlier a proactive quality system is introduced into a given process, the greater the payback these methods will yield.Axiomatic Quality brings together two well-established theories, axiomatic design and robust design, to eliminate or reduce both conceptual and operational weaknesses. Providing a complete framework forProcess controlQuality controlSix sigma (Quality control standard)Production managementProcess control.Quality control.Six sigma (Quality control standard)Production management.658.5/62El-Haik Basem908411MiAaPQMiAaPQMiAaPQBOOK9910827528003321Axiomatic quality4120135UNINA