{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T21:03:43Z","timestamp":1761599023004,"version":"3.30.1"},"reference-count":39,"publisher":"Elsevier BV","issue":"2","license":[{"start":{"date-parts":[[2002,10,1]],"date-time":"2002-10-01T00:00:00Z","timestamp":1033430400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Fuzzy Sets and Systems"],"published-print":{"date-parts":[[2002,10]]},"DOI":"10.1016\/s0165-0114(01)00227-5","type":"journal-article","created":{"date-parts":[[2002,10,10]],"date-time":"2002-10-10T20:29:59Z","timestamp":1034281799000},"page":"121-152","source":"Crossref","is-referenced-by-count":68,"title":["A GA-based fuzzy modeling approach for generating TSK models"],"prefix":"10.1016","volume":"131","author":[{"given":"S.E.","family":"Papadakis","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.B.","family":"Theocharis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/S0165-0114(01)00227-5_BIB1","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1016\/0893-6080(89)90021-X","article-title":"A new approach finding the global minimum error functions of neural networks","volume":"2","author":"Baba","year":"1989","journal-title":"Neural Networks"},{"year":"1981","series-title":"Pattern Recognition with Fuzzy Objective Function Algorithms","author":"Bezdek","key":"10.1016\/S0165-0114(01)00227-5_BIB2"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB3","doi-asserted-by":"crossref","first-page":"267","DOI":"10.3233\/IFS-1994-2306","article-title":"Fuzzy model identification based on cluster estimation","volume":"2","author":"Chiu","year":"1994","journal-title":"J. Intell. Fuzzy Systems"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB4","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/S0165-0114(98)00180-8","article-title":"Application of neural networks incorporated with real-valued genetic algorithms in knowledge acquisition","volume":"112","author":"-Chun Su","year":"2000","journal-title":"Fuzzy Sets Systems"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB5","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/S0165-0114(98)00095-5","article-title":"A GA-based fuzzy adaptive learning control network","volume":"112","author":"Chung","year":"2000","journal-title":"Fuzzy Sets Systems"},{"issue":"6","key":"10.1016\/S0165-0114(01)00227-5_BIB6","doi-asserted-by":"crossref","first-page":"703","DOI":"10.1109\/3477.809026","article-title":"A two-stage evolutionary process for designing TSK fuzzy rule-based systems","volume":"29","author":"Cordon","year":"1999","journal-title":"IEEE Trans. Systems Man, Cybern. (Part-B)"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB7","doi-asserted-by":"crossref","unstructured":"G. Dozier, J. Brown, D. Bahler, Solving small and large scale constraint satisfaction problems using a heuristic-based micro-genetic algorithm, First IEEE International Conference on Evolutionary Computations, Vol. 1, IEEE Press, Piscataway, NJ, 1994, pp. 306\u2013311.","DOI":"10.1109\/ICEC.1994.349934"},{"issue":"5","key":"10.1016\/S0165-0114(01)00227-5_BIB8","doi-asserted-by":"crossref","first-page":"756","DOI":"10.1109\/72.712150","article-title":"A genetic-based neuro-fuzzy approach for modeling and control of dynamical systems","volume":"9","author":"Farag","year":"1998","journal-title":"IEEE Trans. Neural Networks"},{"year":"1989","series-title":"Genetic Algorithms in Search, Optimization and Machine Learning","author":"Goldberg","key":"10.1016\/S0165-0114(01)00227-5_BIB9"},{"year":"1984","series-title":"Adaptive Filtering Prediction and Control","author":"Goodwin","key":"10.1016\/S0165-0114(01)00227-5_BIB10"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB11","unstructured":"F. Hoffmann, G. Pfister, Automatic design of hierarchical fuzzy controllers using genetic algorithms, Proceedings of the Second Conference on Intelligent Techniques and Soft Computing (EUFIT\u201994), Aachen, Germany, 1994, pp. 1516\u20131522."},{"issue":"2","key":"10.1016\/S0165-0114(01)00227-5_BIB12","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1109\/91.388168","article-title":"Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms","volume":"3","author":"Hofmaifar","year":"1995","journal-title":"IEEE Trans. Fuzzy Systems"},{"issue":"5","key":"10.1016\/S0165-0114(01)00227-5_BIB13","doi-asserted-by":"crossref","first-page":"801","DOI":"10.1109\/72.159069","article-title":"On fuzzy modeling using fuzzy neural networks with back-propagation algorithm","volume":"3","author":"Horikawa","year":"1992","journal-title":"IEEE Trans. Neural Networks"},{"issue":"3","key":"10.1016\/S0165-0114(01)00227-5_BIB14","doi-asserted-by":"crossref","first-page":"392","DOI":"10.1109\/5326.704576","article-title":"A multi-objective genetic local search algorithm and its application to flowshop scheduling","volume":"28","author":"Ishibuchi","year":"1998","journal-title":"IEEE Trans. Systems Man, Cybern."},{"issue":"3","key":"10.1016\/S0165-0114(01)00227-5_BIB15","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1109\/91.413232","article-title":"Selecting fuzzy if-then rules for classification problems using genetic algorithms","volume":"3","author":"Ishibushi","year":"1995","journal-title":"IEEE Trans. Fuzzy Systems"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB16","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1016\/0165-0114(94)00283-D","article-title":"Structure optimization of fuzzy neural network by genetic algorithm","volume":"71","author":"Ishigami","year":"1995","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB17","doi-asserted-by":"crossref","first-page":"665","DOI":"10.1109\/21.256541","article-title":"ANFIS","volume":"23","author":"Jang","year":"1993","journal-title":"IEEE Trans. Systems, Man, Cybern."},{"key":"10.1016\/S0165-0114(01)00227-5_BIB18","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1109\/TFUZZ.1993.390283","article-title":"Fuzzy control of pH using genetic algorithms","volume":"1","author":"Karr","year":"1993","journal-title":"IEEE Trans. Fuzzy Systems"},{"issue":"3","key":"10.1016\/S0165-0114(01)00227-5_BIB19","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1109\/4235.930311","article-title":"Micro-genetic algorithms as generalized hill-climbing operators for GA-optimization","volume":"5","author":"Kazarlis","year":"2001","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"3","key":"10.1016\/S0165-0114(01)00227-5_BIB20","first-page":"328","article-title":"A new approach to fuzzy modeling","volume":"2","author":"Kim","year":"1997","journal-title":"IEEE Trans. Fuzzy Systems"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB21","doi-asserted-by":"crossref","unstructured":"M.A. Lee, H. Takagi, Integrating design stages of fuzzy systems using genetic algorithms, Proceedings of the IEEE International Conference on Fuzzy Systems, San Fransisco, Vol. 1, 1993, pp. 612\u2013617.","DOI":"10.1109\/FUZZY.1993.327418"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB22","doi-asserted-by":"crossref","unstructured":"J. Liska, S.S. Melsheimer, Complete design of fuzzy logic systems using genetic algorithms, Third IEEE Conference on Fuzzy Systems, Vol. 3, 1994, pp. 1377\u20131382.","DOI":"10.1109\/FUZZY.1994.343611"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB23","doi-asserted-by":"crossref","first-page":"669","DOI":"10.1016\/S0020-7373(76)80028-4","article-title":"Advances in the linguistic synthesis of fuzzy controllers","volume":"8","author":"Mamdani","year":"1976","journal-title":"Int. J. Man\u2013Mach. Studies"},{"issue":"1","key":"10.1016\/S0165-0114(01)00227-5_BIB24","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1109\/72.80202","article-title":"Parthasarathy, Identification and control of dynamical systems using neural networks","volume":"1","author":"Narendra","year":"1990","journal-title":"IEEE Trans. Neural Networks"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB25","doi-asserted-by":"crossref","unstructured":"V. Petridis, S. Kazarlis, Varying quality function in genetic algorithms and the cutting problem, First IEEE International Conference on Evolutionary Computations, Vol. 1, IEEE Press, Piscataway, NJ, 1994, pp. 166\u2013169.","DOI":"10.1109\/ICEC.1994.350022"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB26","doi-asserted-by":"crossref","unstructured":"J.-M. Renders, H. Bersini, Hybridizing genetic algorithms with hill-climbing methods for global optimization: two possible ways, First IEEE International Conference on Evolutionary Computations, Vol. 1, IEEE Press, Piscataway, NJ, 1994, pp. 312\u2013317.","DOI":"10.1109\/ICEC.1994.349948"},{"issue":"5","key":"10.1016\/S0165-0114(01)00227-5_BIB27","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1109\/91.873575","article-title":"GA-fuzzy modeling and classification","volume":"8","author":"Setnes","year":"2000","journal-title":"IEEE Trans. Fuzzy Systems"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB28","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1016\/0165-0114(94)00280-K","article-title":"Self-tuning fuzzy modeling with adaptive membership function, rules, and hierarchical structure based on genetic algorithms","volume":"71","author":"Shimojima","year":"1995","journal-title":"Fuzzy Sets Systems"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB29","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1016\/0165-0114(91)90110-C","article-title":"Successive identification of a fuzzy model and its application to prediction of a complex system","volume":"42","author":"Sugeno","year":"1991","journal-title":"Fuzzy Sets and Systems"},{"issue":"1","key":"10.1016\/S0165-0114(01)00227-5_BIB30","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1109\/TFUZZ.1993.390281","article-title":"A fuzzy-logic-based approach to qualitative modeling","volume":"1","author":"Sugeno","year":"1993","journal-title":"IEEE Trans. Fuzzy Systems"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB31","doi-asserted-by":"crossref","unstructured":"C.-T. Sun, J.-S. Jang, Fuzzy modeling based on generalized neural networks and fuzzy clustering objective functions, Proceedings of the 30th Conference on Decision and Control, Brighton, England, 1991, pp. 2924\u20132929.","DOI":"10.1109\/CDC.1991.261075"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB32","doi-asserted-by":"crossref","unstructured":"H. Tamaki, H. Kita, S. Kabayashi, Multi-objective optimization by genetic algorithms: a review, IEEE International Conference on Evolutionary Computations (ICEC\u201996), 1996, pp. 517\u2013522.","DOI":"10.1109\/ICEC.1996.542653"},{"issue":"3","key":"10.1016\/S0165-0114(01)00227-5_BIB33","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1109\/91.413233","article-title":"Modeling and control of carbon monoxide concentration using a neuro-fuzzy technique","volume":"3","author":"Tanaka","year":"1995","journal-title":"IEEE Trans. Fuzzy Systems"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB34","unstructured":"W. Tautz, Genetic algorithms for designing fuzzy systems, Proceedings of the Second Conference on Intelligent Techniques and Soft Computing (EUFIT\u201994), Aachen, Germany, 1994, pp. 558\u2013567."},{"key":"10.1016\/S0165-0114(01)00227-5_BIB35","unstructured":"P. Thrift, Fuzzy logic synthesis with genetic algorithms, Proceedings of the Fourth International Conference on Genetic Algorithms (ICGA\u201991), 1991, pp. 509\u2013513."},{"issue":"4","key":"10.1016\/S0165-0114(01)00227-5_BIB36","doi-asserted-by":"crossref","first-page":"454","DOI":"10.1109\/91.481954","article-title":"Building Sugeno-type models using fuzzy discretization and orthogonal parameter estimation techniques","volume":"3","author":"Wang","year":"1995","journal-title":"IEEE Trans. Fuzzy Systems"},{"key":"10.1016\/S0165-0114(01)00227-5_BIB37","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1109\/3477.484441","article-title":"Complex systems modeling via fuzzy logic","volume":"26","author":"Wang","year":"1996","journal-title":"IEEE Trans. Systems Man, Cybern."},{"issue":"4","key":"10.1016\/S0165-0114(01)00227-5_BIB38","doi-asserted-by":"crossref","first-page":"1198","DOI":"10.1109\/21.247902","article-title":"Unified structure and parameter identification of fuzzy models","volume":"23","author":"Yager","year":"1993","journal-title":"IEEE Trans. Systems, Man, Cybern."},{"issue":"4","key":"10.1016\/S0165-0114(01)00227-5_BIB39","doi-asserted-by":"crossref","first-page":"530","DOI":"10.1109\/91.728447","article-title":"Improving the interpretability of TSK fuzzy models by combining global learning and local leaning","volume":"6","author":"Yen","year":"1998","journal-title":"IEEE Trans. Fuzzy Systems"}],"container-title":["Fuzzy Sets and Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0165011401002275?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0165011401002275?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T15:10:48Z","timestamp":1733238648000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0165011401002275"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002,10]]},"references-count":39,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2002,10]]}},"alternative-id":["S0165011401002275"],"URL":"https:\/\/doi.org\/10.1016\/s0165-0114(01)00227-5","relation":{},"ISSN":["0165-0114"],"issn-type":[{"type":"print","value":"0165-0114"}],"subject":[],"published":{"date-parts":[[2002,10]]}}}