Springer handbook of computational intelligence with 115 tables
Preface; About the Editors; About the Part Editors; List of Authors; Contents; List of Abbreviations; 1 Introduction; 1.1 Details of the Contents; 1.2 Conclusions and Acknowledgments; Part A Foundations; 2 Many-Valued and Fuzzy Logics; 2.1 Basic Many-Valued Logics; 2.2 Fuzzy Sets; 2.3 t-Norm-Based L...
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Berlin, Heidelberg u.a.
Springer
2015
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| Schriftenreihe: | Springer handbooks
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| Zusammenfassung: | Preface; About the Editors; About the Part Editors; List of Authors; Contents; List of Abbreviations; 1 Introduction; 1.1 Details of the Contents; 1.2 Conclusions and Acknowledgments; Part A Foundations; 2 Many-Valued and Fuzzy Logics; 2.1 Basic Many-Valued Logics; 2.2 Fuzzy Sets; 2.3 t-Norm-Based Logics; 2.4 Particular Fuzzy Logics; 2.5 Some Generalizations; 2.6 Extensions with Graded Notions of Inference; 2.7 Some Complexity Results; 2.8 Concluding Remarks; References; 3 Possibility Theory and Its Applications: Where Do We Stand?; 3.1 Historical Background 3.2 Basic Notions of Possibility Theory3.3 Qualitative Possibility Theory; 3.4 Quantitative Possibility Theory; 3.5 Some Applications; 3.6 Some Current Research Lines; References; 4 Aggregation Functions on [0,1]; 4.1 Historical and Introductory Remarks; 4.2 Classification of Aggregation Functions; 4.3 Properties and Construction Methods; 4.4 Concluding Remarks; References; 5 Monotone Measures-Based Integrals; 5.1 Preliminaries, Choquet, and Sugeno Integrals; 5.2 Benvenuti Integral; 5.3 Universal Integrals; 5.4 General Integrals Which Are Not Universal 5.5 Concluding Remarks, Application FieldsReferences; 6 The Origin of Fuzzy Extensions; 6.1 Considerations Prior to the Concept of Extension of Fuzzy Sets; 6.2 Origin of the Extensions; 6.3 Type-2 Fuzzy Sets; 6.4 Interval-Valued Fuzzy Sets; 6.5 Atanasssov's Intuitionistic Fuzzy Sets or Bipolar Fuzzy Sets of Type 2 or IF Fuzzy Sets; 6.6 Atanassov's Interval-Valued Intuitionistic Fuzzy Sets; 6.7 Links Between the Extensions of Fuzzy Sets; 6.8 Other Types of Sets; 6.9 Conclusions; References; 7 F-Transform; 7.1 Fuzzy Modeling; 7.2 Fuzzy Partitions; 7.3 Fuzzy Transform; 7.4 Discrete F-Transform 7.5 F-Transforms of Functions of Two Variables7.6 F1-Transform; 7.7 Applications; 7.8 Conclusions; References; 8 Fuzzy Linear Programming and Duality; 8.1 Preliminaries; 8.2 Fuzzy Linear Programming; 8.3 Duality in Fuzzy Linear Programming; 8.4 Conclusion; References; 9 Basic Solutions of Fuzzy Coalitional Games; 9.1 Coalitional Games with Transferable Utility; 9.2 Coalitional Games with Fuzzy Coalitions; 9.3 Final Remarks; References; Part B Fuzzy Logic; 10 Basics of Fuzzy Sets; 10.1 Classical Mathematics and Logic; 10.2 Fuzzy Logic, Membership Functions, and Fuzzy Sets 10.3 Connectives in Fuzzy Logic10.4 Concluding Remarks; References; 11 Fuzzy Relations: Past, Present, and Future; 11.1 Fuzzy Relations; 11.2 Cut Relations; 11.3 Fuzzy Binary Relations; 11.4 Particular Cases of Fuzzy Binary Relations; 11.5 Present and Future of Fuzzy Relations; References; 12 Fuzzy Implications: Past, Present, and Future; 12.1 Fuzzy Implications: Examples, Properties, and Classes; 12.2 Current Research on Fuzzy Implications; 12.3 Fuzzy Implications in Applications; 12.4 Future of Fuzzy Implications; References; 13 Fuzzy Rule-Based Systems 13.1 Components of a Fuzzy Rule Based-System The Springer Handbook for Computational Intelligence is the first book covering the basics, the state-of-the-art and important applications of the dynamic and rapidly expanding discipline of computational intelligence. This comprehensive handbook makes readers familiar with a broad spectrum of approaches to solve various problems in science and technology. Possible approaches include, for example, those being inspired by biology, living organisms and animate systems. Content is organized in seven parts: foundations; fuzzy logic; rough sets; evolutionary computation; neural networks; swarm int |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | LVI, 1633 S. Ill., graph. Darst. 25 cm |
| ISBN: | 3662435047 3-662-43504-7 9783662435045 978-3-662-43504-5 |