Design Optimization of Fuzzy Logic Systems

II Acknowledgments V List of figures X List of Tables XII Glossary XIII CHAPTER 1: A GUIDED TOUR OF FUZZY LOGIC SYSTEMS 1 1.

[1]  E. H. Mamdani,et al.  An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller , 1999, Int. J. Man Mach. Stud..

[2]  Li-Xin Wang,et al.  Adaptive fuzzy systems and control - design and stability analysis , 1994 .

[3]  C.-C. Jou Supervised learning in fuzzy systems: Algorithms and computational capabilities , 1993, [Proceedings 1993] Second IEEE International Conference on Fuzzy Systems.

[4]  Abdollah Homaifar,et al.  Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms , 1995, IEEE Trans. Fuzzy Syst..

[5]  Patrick Siarry,et al.  Fuzzy rule base learning through simulated annealing , 1999, Fuzzy Sets Syst..

[6]  Makoto Ohki,et al.  Self-Tuning of Fuzzy Reasoning by the Steepest Descent Method and Its Application to a Parallel Parking , 1996 .

[7]  H. Miyata,et al.  A self-tuning of fuzzy reasoning by modifying learning coefficients , 1997 .

[8]  H. Sherali,et al.  On the choice of step size in subgradient optimization , 1981 .

[9]  Yan Shi,et al.  A new approach of neuro-fuzzy learning algorithm for tuning fuzzy rules , 2000, Fuzzy Sets Syst..

[10]  Loo-Nin Teow,et al.  Effective learning in recurrent max-min neural networks , 1998, Neural Networks.

[11]  Yan Shi,et al.  Some considerations on conventional neuro-fuzzy learning algorithms by gradient descent method , 2000, Fuzzy Sets Syst..

[12]  J. Mendel Fuzzy logic systems for engineering: a tutorial , 1995, Proc. IEEE.

[13]  Li-Xin Wang Design and analysis of fuzzy identifiers of nonlinear dynamic systems , 1995, IEEE Trans. Autom. Control..

[14]  G. Box,et al.  On the Experimental Attainment of Optimum Conditions , 1951 .

[15]  Michael Heiss,et al.  Divergence Effects for Online Adaptation of Membership Functions , 1998, Intell. Autom. Soft Comput..

[16]  John A. Nelder,et al.  A Simplex Method for Function Minimization , 1965, Comput. J..

[17]  Dušan Teodorović,et al.  Traffic Control and Transport Planning , 1998 .

[18]  Hanif D. Sherali,et al.  A global optimization algorithm for polynomial programming problems using a Reformulation-Linearization Technique , 1992, J. Glob. Optim..

[19]  Bart Kosko,et al.  Fuzzy Systems as Universal Approximators , 1994, IEEE Trans. Computers.

[20]  Jun Zhou,et al.  Comparison of learning strategies for adaptation of fuzzy controller parameters , 1999, Fuzzy Sets Syst..

[21]  John G. Taylor,et al.  The New ERA in Supervised Learning , 1997, Neural Networks.

[22]  M. S. Bazaraa,et al.  Nonlinear Programming , 1979 .

[23]  R. Marks,et al.  Adaptive membership function fusion and annihilation in fuzzy if-then rules , 1993, [Proceedings 1993] Second IEEE International Conference on Fuzzy Systems.

[24]  H. Sherali,et al.  A primal-dual conjugate subgradient algorithm for specially structured linear and convex programming problems , 1989 .

[25]  Madan M. Gupta,et al.  Fuzzy Logic and Intelligent Systems , 1995 .

[26]  Robert J. Marks,et al.  Pointer Adaptation and Pruning of Min--Max Fuzzy , 1997 .

[27]  Philip Wolfe,et al.  Validation of subgradient optimization , 1974, Math. Program..

[28]  Chuen-Tsai Sun,et al.  Neuro-fuzzy modeling and control , 1995, Proc. IEEE.

[29]  Chuen-Chien Lee FUZZY LOGIC CONTROL SYSTEMS: FUZZY LOGIC CONTROLLER - PART I , 1990 .

[30]  Hanif D. Sherali,et al.  Limited Memory Space Dilation and Reduction Algorithms , 2001, Comput. Optim. Appl..

[31]  Chin-Teng Lin,et al.  Neural-Network-Based Fuzzy Logic Control and Decision System , 1991, IEEE Trans. Computers.

[32]  Kumpati S. Narendra,et al.  Identification and control of dynamical systems using neural networks , 1990, IEEE Trans. Neural Networks.

[33]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[34]  Paolo Dadone,et al.  On the non-differentiability of fuzzy logic systems , 2000, Smc 2000 conference proceedings. 2000 ieee international conference on systems, man and cybernetics. 'cybernetics evolving to systems, humans, organizations, and their complex interactions' (cat. no.0.

[35]  Warren P. Adams,et al.  A Reformulation-Linearization Technique for Solving Discrete and Continuous Nonconvex Problems , 1998 .

[36]  Jerry M. Mendel,et al.  Back-propagation fuzzy system as nonlinear dynamic system identifiers , 1992, [1992 Proceedings] IEEE International Conference on Fuzzy Systems.

[37]  Lotfi A. Zadeh,et al.  Outline of a New Approach to the Analysis of Complex Systems and Decision Processes , 1973, IEEE Trans. Syst. Man Cybern..

[38]  Jyh-Shing Roger Jang,et al.  ANFIS: adaptive-network-based fuzzy inference system , 1993, IEEE Trans. Syst. Man Cybern..

[39]  Kumpati S. Narendra,et al.  Neural Networks In Dynamical Systems , 1990, Other Conferences.

[40]  B. Kosko,et al.  What is the best shape for a fuzzy set in function approximation? , 1996, Proceedings of IEEE 5th International Fuzzy Systems.

[41]  M. Black Vagueness. An Exercise in Logical Analysis , 1937, Philosophy of Science.

[42]  Witold Pedrycz,et al.  Fuzzy sets engineering , 1995 .

[43]  Isao Hayashi,et al.  A Self-Tuning Method of Fuzzy Reasoning by Delta Rule and Its Application to a Moving Obstacle Avoidance , 1992 .

[44]  A. Sharif Heger,et al.  Tuning of fuzzy logic controllers by parameter estimation method , 1993 .

[45]  Boris Polyak Minimization of unsmooth functionals , 1969 .

[46]  A. V. Levy,et al.  The Tunneling Algorithm for the Global Minimization of Functions , 1985 .

[47]  Hugues Bersini,et al.  An Empirical Analysis of One Type of Direct Adaptive Fuzzy Control , 1995 .

[48]  Rudolf Kruse,et al.  Neuro-fuzzy systems for function approximation , 1999, Fuzzy Sets Syst..

[49]  Tianyou Chai,et al.  Adaptive fuzzy neural controller design , 1995, Proceedings of 1995 American Control Conference - ACC'95.

[50]  Paolo Dadone,et al.  NON-DIFFERENTIABLE OPTIMIZATION OF FUZZY LOGIC SYSTEMS , 2000 .

[51]  H. Nomura,et al.  A Self-Tuning Method of Fuzzy Reasoning By Genetic Algorithm , 1993 .

[52]  Yoshiki Uchikawa,et al.  Composition Methods and Learning Algorithms of Fuzzy Neural Networks(Journal of Japan Society for Fuzzy Theory and Systems) , 1992 .

[53]  S. Jacobson,et al.  Techniques for simulation response optimization , 1989 .

[54]  Y. Pao,et al.  Automatic Optimal Design of Fuzzy Systems Based on Universal Approximation and Evolutionary Programming , 1995 .

[55]  Hisao Ishibuchi,et al.  A simple but powerful heuristic method for generating fuzzy rules from numerical data , 1997, Fuzzy Sets Syst..

[56]  Mauro Valorani,et al.  Optimization methods for non-smooth or noisy objective functions in fluid design problems , 1995 .

[57]  Hanif D. Sherali,et al.  Global optimization of nonconvex factorable programming problems , 2001, Math. Program..

[58]  James C. Bezdek,et al.  Fuzzy models—What are they, and why? [Editorial] , 1993, IEEE Transactions on Fuzzy Systems.

[59]  Bart Kosko,et al.  Function approximation with additive fuzzy systems , 1995 .

[60]  H. Vanlandingham,et al.  MODELING AND CONTROL OF DISCRETE EVENT DYNAMIC SYSTEMS: A SIMULATOR-BASED REINFORCEMENT-LEARNING PARADIGM , 1998 .

[61]  W. Pedrycz Why triangular membership functions , 1994 .

[62]  Isao Hayashi,et al.  A learning method of fuzzy inference rules by descent method , 1992 .

[63]  Hanif D. Sherali,et al.  A reformulation-convexification approach for solving nonconvex quadratic programming problems , 1995, J. Glob. Optim..

[64]  Hugues Bersini,et al.  Now comes the time to defuzzify neuro-fuzzy models , 1997, Fuzzy Sets Syst..

[65]  P. Martin Larsen,et al.  Industrial applications of fuzzy logic control , 1980 .

[66]  Jianwei Zhang,et al.  Designing fuzzy controllers by rapid learning , 1999, Fuzzy Sets Syst..

[67]  José Valente de Oliveira,et al.  Towards neuro-linguistic modeling: Constraints for optimization of membership functions , 1999, Fuzzy Sets Syst..

[68]  武 古橋,et al.  ファジィニューラルネットワークの構成法と学習法( ファジィ・ニューラルネットワークとその応用) , 1992 .

[69]  E. Polak Introduction to linear and nonlinear programming , 1973 .

[70]  Ebrahim Mamdani,et al.  Applications of fuzzy algorithms for control of a simple dynamic plant , 1974 .

[71]  P. Siarry,et al.  Gradient descent method for optimizing various fuzzy rule bases , 1993, [Proceedings 1993] Second IEEE International Conference on Fuzzy Systems.

[72]  H. B. Gürocak,et al.  A genetic-algorithm-based method for tuning fuzzy logic controllers , 1999, Fuzzy Sets Syst..

[73]  Bedri C. Cetin,et al.  Terminal repeller unconstrained subenergy tunneling (trust) for fast global optimization , 1993 .

[74]  Fuzzy Logic in Control Systems : Fuzzy Logic , 2022 .

[75]  Li-Xin Wang Fuzzy systems as nonlinear dynamic system identifiers. I. Design , 1992, [1992] Proceedings of the 31st IEEE Conference on Decision and Control.

[76]  Yong Yao,et al.  Dynamic tunneling algorithm for global optimization , 1989, IEEE Trans. Syst. Man Cybern..

[77]  L X Wang,et al.  Fuzzy basis functions, universal approximation, and orthogonal least-squares learning , 1992, IEEE Trans. Neural Networks.

[78]  Hanif D. Sherali,et al.  An enhanced response surface methodology (RSM) algorithm using gradient deflection and second-order search strategies , 1998, Comput. Oper. Res..