UID:
edoccha_9961574166702883
Umfang:
1 online resource (201 pages)
Ausgabe:
1st ed.
ISBN:
9783031603501
Serie:
Studies in Fuzziness and Soft Computing Series ; v.433
Anmerkung:
Intro -- Preface -- Contents -- About the Authors -- 1 Introduction -- 1.1 Background -- 1.2 Literature Review of Hesitant Fuzzy Linguistic Group Decision Making -- 1.2.1 Literature Review on Hesitant Fuzzy Linguistic Term Sets -- 1.2.2 Literature Review on Group Decision Making -- 1.3 Aims and Focuses of This Book -- References -- 2 Hesitant Fuzzy Linguistic Term Set with Granularity Level -- 2.1 Complete Hesitant Fuzzy Linguistic Term Set with Granularity Level -- 2.1.1 Multiplicative Consistency of Hesitant Fuzzy Linguistic Preference Relation -- 2.1.2 Complete Hesitant Fuzzy Linguistic Term Set and Preference Relation with Granularity Level -- 2.1.3 Discussions -- 2.2 Incomplete Hesitant Fuzzy Linguistic Term Set with Granularity Level -- 2.2.1 Initial Consistency of Incomplete Hesitant Fuzzy Linguistic Preference Relation -- 2.2.2 Incomplete Hesitant Fuzzy Linguistic Term Set and Preference Relation with Granularity Level -- 2.2.3 Discussions -- 2.3 Conclusions -- References -- 3 Attribute Dependency Processing Based on Hesitant Fuzzy Linguistic Term Sets with Granularity Levels -- 3.1 The Granulation Process of Hesitant Fuzzy Linguistic Term Sets When Attributes are Dependent -- 3.2 Analytic Network Process Based on Hesitant Fuzzy Linguistic Term Sets with Granularity Levels -- 3.2.1 Construction of Decision Matrix Including Objective Data and Subjective Data -- 3.2.2 Obtaining the Initial Weights of Attributes by Subjective Methods -- 3.2.3 Constructing a Supermatrix to Obtain the Comprehensive Weights of Attributes -- 3.2.4 Flowchart Summary of the Proposed Method -- 3.3 Application to the Evaluation of Hierarchical Diagnosis and Treatment Scheme -- 3.3.1 Assessment Indicator System of the Hierarchical Medical Policy Proposals -- 3.3.2 Selection of Hierarchical Diagnosis and Treatment Alternatives.
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3.3.3 Deconstruction of the Multi-attribute Decision-Making Problems -- 3.3.4 Calculation Process -- 3.4 Comparison Analysis -- 3.4.1 Discussion and Analysis Based on Numerical Results -- 3.4.2 Discussion on Different Weights of the Length of Observation Time -- 3.4.3 Comparisons with Analytic Hierarchy Process Based on G-HFLPRs -- 3.5 Discussions -- 3.5.1 Discussion on Theoretical Viewpoint -- 3.5.2 Discussion on Application Viewpoint -- 3.6 Conclusions -- References -- 4 Attribute Reduction Procedure Based on Hesitant Fuzzy Linguistic Term Sets with Granularity Levels -- 4.1 Attribute Reduction Based on Hesitant Fuzzy Linguistic Term Sets -- 4.1.1 Some Concepts and Operations -- 4.1.2 Attribute Reduction Procedure Based on Hesitant Fuzzy Linguistic Term Sets -- 4.2 Group Decision-Making Process Based on Linguistic Information with Granularity Level -- 4.2.1 Probabilistic Linguistic Preference Relations with Granularity Levels -- 4.2.2 Network Analysis Process Based on Probabilistic Linguistic Preference Relations with Granularity Levels -- 4.2.3 Group Decision-Making Process -- 4.3 Method Application -- 4.3.1 Health-Influencing Factors for Graduate Students -- 4.3.2 Process and Findings of Questionnaire Survey -- 4.3.3 Weight Calculation of Main Factors Affecting the Physical and Mental Health of Graduate Students -- 4.4 Comparison Analysis -- 4.5 Discussions -- 4.5.1 Theoretical Level -- 4.5.2 Application Aspects -- 4.6 Conclusions -- References -- 5 Single-objective Group Decision Making Based on Complete Hesitant Fuzzy Linguistic Term Sets with Granularity Levels -- 5.1 Fuzzy C-Means Clustering Method Based on Hesitant Fuzzy Linguistic Term Sets with Granularity Levels -- 5.2 Large-Scale Group Decision-Making Process -- 5.3 Method Application -- 5.3.1 Background -- 5.3.2 Calculation Process and Results -- 5.3.3 Comparison Analysis of Examples.
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5.4 Simulation Comparative Analysis -- 5.4.1 Validity of Information Granularity Levels -- 5.4.2 Superiority of the Consistency Measure and Improving Method -- 5.4.3 Superiority of the Fuzzy c-Means Clustering -- 5.5 Discussions -- 5.5.1 Theoretical Level -- 5.5.2 Application Aspect -- 5.6 Conclusions -- References -- 6 Single-objective Group Decision Making Based on Incomplete Hesitant Fuzzy Linguistic Term Sets with Granularity Levels -- 6.1 A Completion Method for Incomplete Hesitant Fuzzy Linguistic Preference Relations with Granularity Levels -- 6.1.1 Incomplete HFLPR Has an Acceptable Initial Consistency -- 6.1.2 Incomplete HFLPR Has an Unacceptable Initial Consistency and is Modifiable -- 6.1.3 Incomplete HFLPR Does not Have Initial Consistency -- 6.2 Large-Scale Group Decision-Making Process -- 6.3 Method Application -- 6.4 Simulation Comparison Analysis -- 6.4.1 Superiority in Consistency Improving Process -- 6.4.2 Superiority in Completion Process -- 6.5 Discussions -- 6.5.1 Discussions from Theoretical Level -- 6.5.2 Discussions from Application Aspect -- 6.6 Conclusions -- References -- 7 Bi-objective Group Decision-Making Based on Hesitant Fuzzy Linguistic Term Sets with Granularity Levels -- 7.1 Construction of Bi-objective Group Decision-Making Model -- 7.1.1 Model Construction Roadmap -- 7.1.2 Bi-objective Function for the LSGDM Problem -- 7.2 Bi-objective Group Decision-Making Process Based on Hesitant Fuzzy Linguistic Preference Relations with Granularity Levels -- 7.2.1 Selecting Appropriate Decision Makers -- 7.2.2 Solving Bi-objective Clustering Model Based on Evolutionary Algorithm -- 7.2.3 Obtaining Group Decision-Making Results -- 7.3 Method Application -- 7.3.1 Description of the LSGDM Problem -- 7.3.2 Calculation Process and Results -- 7.4 Simulation Comparison Analysis -- 7.4.1 Validity Verification.
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7.4.2 Comparison with Single-objective Clustering Method -- 7.4.3 Comparison with Other LSGDM Methods -- 7.5 Discussions -- 7.5.1 Theoretical Layer -- 7.5.2 Application Layer -- 7.6 Conclusions -- References.
Weitere Ausg.:
Print version: Zheng, Yuanhang Granularities-Driven Hesitant Fuzzy Linguistic Decision Making Cham : Springer,c2024 ISBN 9783031603495
Sprache:
Englisch
