Fuzzy Logic in Intelligent System Design. Theory and Applications

Front Matter ....Pages i-xi
Front Matter ....Pages 1-1
 Can Multi-constraint Fuzzy Optimization Bring Complex Problems in Selecting Optimal Solar Power Generating System into Focus?  (Akash Dand, Chetankumar Patil, Ashok Deshpande)....Pages 3-8
 Relating Fuzzy Set Similarity Measures  (Valerie Cross)....Pages 9-21
 Correlation Measures for Bipolar Rating Profiles  (Fernando Monroy-Tenorio, Ildar Batyrshin, Alexander Gelbukh, Valery Solovyev, Nailya Kubysheva, Imre Rudas)....Pages 22-32
 Solving Real-World Fuzzy Quadratic Programming Problems by Dual Parametric Approach  (Ricardo Coelho)....Pages 33-38
Front Matter ....Pages 39-39
 A Type-2 Fuzzy Hybrid Expert System for Commercial Burglary  (M. H. Fazel Zarandi, A. Seifi, H. Esmaeeli, Sh. Sotudian)....Pages 41-51
 A Type-2 Fuzzy Expert System for Diagnosis of Leukemia  (Ali Akbar Sadat Asl, Mohammad Hossein Fazel Zarandi)....Pages 52-60
 Comparative Study of Metrics That Affect in the Performance of the Bee Colony Optimization Algorithm Through Interval Type-2 Fuzzy Logic Systems  (Leticia Amador-Angulo, Oscar Castillo)....Pages 61-72
 Type-2 Fuzzy Approach in Multi Attribute Group Decision Making Problem  (Zohre Moattar Husseini, Mohammad Hossein Fazel Zarandi)....Pages 73-81
Front Matter ....Pages 83-83
 A New Approach for Dynamic Mutation Parameter in the Differential Evolution Algorithm Using Fuzzy Logic  (Patricia Ochoa, Oscar Castillo, José Soria)....Pages 85-93
 Study on the Use of Type-1 and Interval Type-2 Fuzzy Systems Applied to Benchmark Functions Using the Fuzzy Harmony Search Algorithm  (Cinthia Peraza, Fevrier Valdez, Oscar Castillo)....Pages 94-103
 Fuzzy Adaptation for Particle Swarm Optimization for Modular Neural Networks Applied to Iris Recognition  (Daniela Sánchez, Patricia Melin, Oscar Castillo)....Pages 104-114
 A New Metaheuristic Based on the Self-defense Mechanisms of the Plants with a Fuzzy Approach Applied to the CEC2015 Functions  (Camilo Caraveo, Fevrier Valdez, Oscar Castillo)....Pages 115-121
 Fuzzy Chemical Reaction Algorithm with Dynamic Adaptation of Parameters  (David de la O, Oscar Castillo, Leslie Astudillo, Jose Soria)....Pages 122-130
 Methodology for the Optimization of a Fuzzy Controller Using a Bio-inspired Algorithm  (Marylu L. Lagunes, Oscar Castillo, Jose Soria)....Pages 131-137
Front Matter ....Pages 139-139
 Cellular Automata Enhanced Quantum Inspired Edge Detection  (Yoshio Rubio, Oscar Montiel, Roberto Sepúlveda)....Pages 141-146
 Competitive Hybrid Ensemble Using Neural Network and Decision Tree  (Davin Kaing, Larry Medsker)....Pages 147-155
 Speeding Up Quantum Genetic Algorithms in Matlab Through the Quack_GPU V1  (Oscar Montiel, Roberto Sepúlveda, Yoshio Rubio)....Pages 156-161
 Evolving Granular Fuzzy Min-Max Regression  (Alisson Porto, Fernando Gomide)....Pages 162-171
 Optimization of Deep Neural Network for Recognition with Human Iris Biometric Measure  (Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro)....Pages 172-180
 Dynamic Local Trend Associations in Analysis of Comovements of Financial Time Series  (Francisco Javier García-López, Ildar Batyrshin, Alexander Gelbukh)....Pages 181-188
Front Matter ....Pages 189-189
 An Expert System Based on Fuzzy Bayesian Network for Heart Disease Diagnosis  (M. H. Fazel Zarandi, A. Seifi, M. M. Ershadi, H. Esmaeeli)....Pages 191-201
 A Hybrid Intelligent System Model for Hypertension Risk Diagnosis  (Ivette Miramontes, Gabriela Martínez, Patricia Melin, German Prado-Arechiga)....Pages 202-213
 Estimation of Population Pharmacokinetic Model Parameters Using a Genetic Algorithm  (Carlos Sepúlveda, Oscar Montiel, José M. Cornejo, Roberto Sepúlveda)....Pages 214-221
Front Matter ....Pages 223-223
 Outdoor Robot Navigation Based on Particle Swarm Optimization  (Erasmo Gabriel Martínez Soltero, Carlos Lopéz-Franco, Alma Y. Alanis, Nancy Arana-Daniel)....Pages 225-231
 Trajectory Optimization for an Autonomous Mobile Robot Using the Bat Algorithm  (Jonathan Perez, Patricia Melin, Oscar Castillo, Fevrier Valdez, Claudia Gonzalez, Gabriela Martinez)....Pages 232-241
 Neural Identifier-Control Scheme for Nonlinear Discrete Systems with Input Delay  (Jorge D. Rios, Alma Y. Alanís, Nancy Arana-Daniel, Carlos López-Franco)....Pages 242-247
 An Application of Neural Network to Heavy Oil Distillation with Recognitions with Intuitionistic Fuzzy Estimation  (Sotir Sotirov, Evdokia Sotirova, Dicho Stratiev, Danail Stratiev, Nikolay Sotirov)....Pages 248-255
 PID Implemented by a Type-1 Fuzzy Logic System with Back-Propagation Algorithm for Online Tuning of Its Gains  (Alberto Álvarez, David Reyes, Ernesto J. Rincón, José Valderrama, Pascual Noradino, Gerardo M. Méndez)....Pages 256-263
 A PID Using a Non-singleton Fuzzy Logic System Type 1 to Control a Second-Order System  (David Reyes, Alberto Álvarez, Ernesto J. Rincón, José Valderrama, Pascual Noradino, Gerardo M. Méndez)....Pages 264-269
 Fuzzy Multi-Criteria Decision Making and Fuzzy Information Gain Based Automotive Recommender System  (Charu Gupta, Amita Jain)....Pages 270-277
Front Matter ....Pages 279-279
 The Shape of the Optimal Value of a Fuzzy Linear Programming Problem  (Milan Hladík, Michal Černý)....Pages 281-286
 How to Gauge the Accuracy of Fuzzy Control Recommendations: A Simple Idea  (Patricia Melin, Oscar Castillo, Andrzej Pownuk, Olga Kosheleva, Vladik Kreinovich)....Pages 287-292
 “On-the-fly” Parameter Identification for Dynamic Systems Control, Using Interval Computations and Reduced-Order Modeling  (Leobardo Valera, Angel Garcia Contreras, Martine Ceberio)....Pages 293-299
 Normalization-Invariant Fuzzy Logic Operations Explain Empirical Success of Student Distributions in Describing Measurement Uncertainty  (Hamza Alkhatib, Boris Kargoll, Ingo Neumann, Vladik Kreinovich)....Pages 300-306
 Can We Detect Crisp Sets Based Only on the Subsethood Ordering of Fuzzy Sets? Fuzzy Sets and/or Crisp Sets Based on Subsethood of Interval-Valued Fuzzy Sets?  (Christian Servin, Gerardo Muela, Vladik Kreinovich)....Pages 307-312
Front Matter ....Pages 313-313
 Two Hybrid Expert System for Diagnosis Air Quality Index (AQI)  (Leila Abdolkarimzadeh, Milad Azadpour, M. H. Fazel Zarandi)....Pages 315-322
 Fuzzy Rule Based Expert System to Diagnose Chronic Kidney Disease  (M. H. Fazel Zarandi, Mona Abdolkarimzadeh)....Pages 323-328
 A Theory of Event Possibility with Application to Vehicle Waypoint Navigation  (Daniel G. Schwartz)....Pages 329-334
 Intuitionistic Fuzzy Functional Differential Equations  (Bouchra Ben Amma, Said Melliani, L. S. Chadli)....Pages 335-357
Front Matter ....Pages 359-359
 Defects in the Defuzzification of Periodic Membership Functions on Orthogonal Coordinates and a Solution  (Takashi Mitsuishi)....Pages 361-370
 Taking into Account Interval (and Fuzzy) Uncertainty Can Lead to More Adequate Statistical Estimates  (Ligang Sun, Hani Dbouk, Ingo Neumann, Steffen Schön, Vladik Kreinovich)....Pages 371-381
 Weak and Strong Solutions for Fuzzy Linear Programming Problems  (Juan Carlos Figueroa-García, Germán Hernández-Peréz)....Pages 382-391
 Fuzzy Restricted Boltzmann Machines  (Robert W. Harrison, Christopher Freas)....Pages 392-398
 Exotic Semirings and Uncertainty  (Mark J. Wierman)....Pages 399-409
 Restricted Equivalence Function on L([0, 1])  (Eduardo S. Palmeira, Benjamín Bedregal)....Pages 410-420
Back Matter ....Pages 421-422