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Fuzzy logic with engineering applications / Timothy J. Ross
Fuzzy logic with engineering applications / Timothy J. Ross
Autore Ross Timothy J
Edizione [3rd ed.]
Pubbl/distr/stampa Chichester, West Sussex, : John Wiley, 2010
Descrizione fisica 1 online resource (609 p.)
Disciplina 006.32
620.001511313
Soggetto topico Matemáticas - Ingeniería
Fuzzy logic
Soggetto genere / forma Libros electrónicos.
ISBN 1-119-99437-3
9781119994374
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Fuzzy Logic with Engineering Applications; Contents; About the Author; Preface to the Third Edition; 1 Introduction; The Case for Imprecision; A Historical Perspective; The Utility of Fuzzy Systems; Limitations of Fuzzy Systems; The Illusion: Ignoring Uncertainty and Accuracy; Uncertainty and Information; The Unknown; Fuzzy Sets and Membership; Chance Versus Fuzziness; Sets as Points in Hypercubes; Summary; References; Problems; 2 Classical Sets and Fuzzy Sets; Classical Sets; Operations on Classical Sets; Properties of Classical (Crisp) Sets; Mapping of Classical Sets to Functions
Fuzzy SetsFuzzy Set Operations; Properties of Fuzzy Sets; Alternative Fuzzy Set Operations; Summary; References; Problems; 3 Classical Relations and Fuzzy Relations; Cartesian Product; Crisp Relations; Cardinality of Crisp Relations; Operations on Crisp Relations; Properties of Crisp Relations; Composition; Fuzzy Relations; Cardinality of Fuzzy Relations; Operations on Fuzzy Relations; Properties of Fuzzy Relations; Fuzzy Cartesian Product and Composition; Tolerance and Equivalence Relations; Crisp Equivalence Relation; Crisp Tolerance Relation; Fuzzy Tolerance and Equivalence Relations
Value AssignmentsCosine Amplitude; Max-Min Method; Other Similarity Methods; Other Forms of the Composition Operation; Summary; References; Problems; 4 Properties of Membership Functions, Fuzzification, and Defuzzification; Features of the Membership Function; Various Forms; Fuzzification; Defuzzification to Crisp Sets; λ-Cuts for Fuzzy Relations; Defuzzification to Scalars; Summary; References; Problems; 5 Logic and Fuzzy Systems; Part I Logic; Classical Logic; Proof; Fuzzy Logic; Approximate Reasoning; Other Forms of the Implication Operation; Part II Fuzzy Systems; Natural Language
Linguistic HedgesFuzzy (Rule-Based) Systems; Graphical Techniques of Inference; Summary; References; Problems; 6 Development of Membership Functions; Membership Value Assignments; Intuition; Inference; Rank Ordering; Neural Networks; Genetic Algorithms; Inductive Reasoning; Summary; References; Problems; 7 Automated Methods for Fuzzy Systems; Definitions; Batch Least Squares Algorithm; Recursive Least Squares Algorithm; Gradient Method; Clustering Method; Learning From Examples; Modified Learning From Examples; Summary; References; Problems; 8 Fuzzy Systems Simulation
Fuzzy Relational EquationsNonlinear Simulation Using Fuzzy Systems; Fuzzy Associative Memories (FAMS); Summary; References; Problems; 9 Decision Making with Fuzzy Information; Fuzzy Synthetic Evaluation; Fuzzy Ordering; Nontransitive Ranking; Preference and Consensus; Multiobjective Decision Making; Fuzzy Bayesian Decision Method; Decision Making Under Fuzzy States and Fuzzy Actions; Summary; References; Problems; 10 Fuzzy Classification; Classification by Equivalence Relations; Crisp Relations; Fuzzy Relations; Cluster Analysis; Cluster Validity; c-Means Clustering; Hard c-Means (HCM)
Record Nr. UNINA-9910139536703321
Ross Timothy J  
Chichester, West Sussex, : John Wiley, 2010
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Fuzzy logic with engineering applications / Timothy J. Ross
Fuzzy logic with engineering applications / Timothy J. Ross
Autore Ross Timothy J
Edizione [3rd ed.]
Pubbl/distr/stampa Chichester, West Sussex, : John Wiley, 2010
Descrizione fisica 1 online resource (609 p.)
Disciplina 006.32
620.001511313
Soggetto topico Matemáticas - Ingeniería
Fuzzy logic
Soggetto genere / forma Libros electrónicos.
ISBN 1-119-99437-3
9781119994374
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Fuzzy Logic with Engineering Applications; Contents; About the Author; Preface to the Third Edition; 1 Introduction; The Case for Imprecision; A Historical Perspective; The Utility of Fuzzy Systems; Limitations of Fuzzy Systems; The Illusion: Ignoring Uncertainty and Accuracy; Uncertainty and Information; The Unknown; Fuzzy Sets and Membership; Chance Versus Fuzziness; Sets as Points in Hypercubes; Summary; References; Problems; 2 Classical Sets and Fuzzy Sets; Classical Sets; Operations on Classical Sets; Properties of Classical (Crisp) Sets; Mapping of Classical Sets to Functions
Fuzzy SetsFuzzy Set Operations; Properties of Fuzzy Sets; Alternative Fuzzy Set Operations; Summary; References; Problems; 3 Classical Relations and Fuzzy Relations; Cartesian Product; Crisp Relations; Cardinality of Crisp Relations; Operations on Crisp Relations; Properties of Crisp Relations; Composition; Fuzzy Relations; Cardinality of Fuzzy Relations; Operations on Fuzzy Relations; Properties of Fuzzy Relations; Fuzzy Cartesian Product and Composition; Tolerance and Equivalence Relations; Crisp Equivalence Relation; Crisp Tolerance Relation; Fuzzy Tolerance and Equivalence Relations
Value AssignmentsCosine Amplitude; Max-Min Method; Other Similarity Methods; Other Forms of the Composition Operation; Summary; References; Problems; 4 Properties of Membership Functions, Fuzzification, and Defuzzification; Features of the Membership Function; Various Forms; Fuzzification; Defuzzification to Crisp Sets; λ-Cuts for Fuzzy Relations; Defuzzification to Scalars; Summary; References; Problems; 5 Logic and Fuzzy Systems; Part I Logic; Classical Logic; Proof; Fuzzy Logic; Approximate Reasoning; Other Forms of the Implication Operation; Part II Fuzzy Systems; Natural Language
Linguistic HedgesFuzzy (Rule-Based) Systems; Graphical Techniques of Inference; Summary; References; Problems; 6 Development of Membership Functions; Membership Value Assignments; Intuition; Inference; Rank Ordering; Neural Networks; Genetic Algorithms; Inductive Reasoning; Summary; References; Problems; 7 Automated Methods for Fuzzy Systems; Definitions; Batch Least Squares Algorithm; Recursive Least Squares Algorithm; Gradient Method; Clustering Method; Learning From Examples; Modified Learning From Examples; Summary; References; Problems; 8 Fuzzy Systems Simulation
Fuzzy Relational EquationsNonlinear Simulation Using Fuzzy Systems; Fuzzy Associative Memories (FAMS); Summary; References; Problems; 9 Decision Making with Fuzzy Information; Fuzzy Synthetic Evaluation; Fuzzy Ordering; Nontransitive Ranking; Preference and Consensus; Multiobjective Decision Making; Fuzzy Bayesian Decision Method; Decision Making Under Fuzzy States and Fuzzy Actions; Summary; References; Problems; 10 Fuzzy Classification; Classification by Equivalence Relations; Crisp Relations; Fuzzy Relations; Cluster Analysis; Cluster Validity; c-Means Clustering; Hard c-Means (HCM)
Record Nr. UNINA-9910830355703321
Ross Timothy J  
Chichester, West Sussex, : John Wiley, 2010
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Fuzzy logic with engineering applications / Timothy J. Ross
Fuzzy logic with engineering applications / Timothy J. Ross
Autore Ross Timothy J
Edizione [3rd ed.]
Pubbl/distr/stampa Chichester, West Sussex, : John Wiley, 2010
Descrizione fisica 1 online resource (609 p.)
Disciplina 006.32
620.001511313
Soggetto topico Matemáticas - Ingeniería
Fuzzy logic
Soggetto genere / forma Libros electrónicos.
ISBN 9781119994374
1119994373
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Fuzzy Logic with Engineering Applications; Contents; About the Author; Preface to the Third Edition; 1 Introduction; The Case for Imprecision; A Historical Perspective; The Utility of Fuzzy Systems; Limitations of Fuzzy Systems; The Illusion: Ignoring Uncertainty and Accuracy; Uncertainty and Information; The Unknown; Fuzzy Sets and Membership; Chance Versus Fuzziness; Sets as Points in Hypercubes; Summary; References; Problems; 2 Classical Sets and Fuzzy Sets; Classical Sets; Operations on Classical Sets; Properties of Classical (Crisp) Sets; Mapping of Classical Sets to Functions
Fuzzy SetsFuzzy Set Operations; Properties of Fuzzy Sets; Alternative Fuzzy Set Operations; Summary; References; Problems; 3 Classical Relations and Fuzzy Relations; Cartesian Product; Crisp Relations; Cardinality of Crisp Relations; Operations on Crisp Relations; Properties of Crisp Relations; Composition; Fuzzy Relations; Cardinality of Fuzzy Relations; Operations on Fuzzy Relations; Properties of Fuzzy Relations; Fuzzy Cartesian Product and Composition; Tolerance and Equivalence Relations; Crisp Equivalence Relation; Crisp Tolerance Relation; Fuzzy Tolerance and Equivalence Relations
Value AssignmentsCosine Amplitude; Max-Min Method; Other Similarity Methods; Other Forms of the Composition Operation; Summary; References; Problems; 4 Properties of Membership Functions, Fuzzification, and Defuzzification; Features of the Membership Function; Various Forms; Fuzzification; Defuzzification to Crisp Sets; λ-Cuts for Fuzzy Relations; Defuzzification to Scalars; Summary; References; Problems; 5 Logic and Fuzzy Systems; Part I Logic; Classical Logic; Proof; Fuzzy Logic; Approximate Reasoning; Other Forms of the Implication Operation; Part II Fuzzy Systems; Natural Language
Linguistic HedgesFuzzy (Rule-Based) Systems; Graphical Techniques of Inference; Summary; References; Problems; 6 Development of Membership Functions; Membership Value Assignments; Intuition; Inference; Rank Ordering; Neural Networks; Genetic Algorithms; Inductive Reasoning; Summary; References; Problems; 7 Automated Methods for Fuzzy Systems; Definitions; Batch Least Squares Algorithm; Recursive Least Squares Algorithm; Gradient Method; Clustering Method; Learning From Examples; Modified Learning From Examples; Summary; References; Problems; 8 Fuzzy Systems Simulation
Fuzzy Relational EquationsNonlinear Simulation Using Fuzzy Systems; Fuzzy Associative Memories (FAMS); Summary; References; Problems; 9 Decision Making with Fuzzy Information; Fuzzy Synthetic Evaluation; Fuzzy Ordering; Nontransitive Ranking; Preference and Consensus; Multiobjective Decision Making; Fuzzy Bayesian Decision Method; Decision Making Under Fuzzy States and Fuzzy Actions; Summary; References; Problems; 10 Fuzzy Classification; Classification by Equivalence Relations; Crisp Relations; Fuzzy Relations; Cluster Analysis; Cluster Validity; c-Means Clustering; Hard c-Means (HCM)
Record Nr. UNINA-9911019489103321
Ross Timothy J  
Chichester, West Sussex, : John Wiley, 2010
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui