{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:14:55Z","timestamp":1774415695282,"version":"3.50.1"},"reference-count":52,"publisher":"Elsevier BV","issue":"3","license":[{"start":{"date-parts":[[2001,4,1]],"date-time":"2001-04-01T00:00:00Z","timestamp":986083200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2013,7,17]],"date-time":"2013-07-17T00:00:00Z","timestamp":1374019200000},"content-version":"vor","delay-in-days":4490,"URL":"https:\/\/www.elsevier.com\/open-access\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["International Journal of Approximate Reasoning"],"published-print":{"date-parts":[[2001,4]]},"DOI":"10.1016\/s0888-613x(00)00070-0","type":"journal-article","created":{"date-parts":[[2002,7,25]],"date-time":"2002-07-25T03:31:08Z","timestamp":1027567868000},"page":"179-210","source":"Crossref","is-referenced-by-count":11,"title":["Multidimensional and multideme genetic algorithms for the construction of fuzzy systems"],"prefix":"10.1016","volume":"26","author":[{"given":"I.","family":"Rojas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Gonzalez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"H.","family":"Pomares","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F.J.","family":"Rojas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F.J.","family":"Fern\u00e1ndez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Prieto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/S0888-613X(00)00070-0_BIB1","first-page":"1","article-title":"A parallel genetic algorithm for solving the school timetabling problem","volume":"14","author":"Abramson","year":"1992","journal-title":"Proceedings of the 15th Australian Computer Science Conference"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB2","series-title":"Information theory and extension of the maximum likelihood principle","first-page":"267","author":"Akaike","year":"1973"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB3","unstructured":"E. Cant\u00fa-Paz, Migration policies and takeover times in parallel genetic algorithms, IlliGAL Technical Report No. 99008, University of Illinois at Urbana Champaign, 1999 (www-illigal.ge.uiuc.edu)"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB4","unstructured":"E. Cant\u00fa-Paz, Topologies, migration rates, and multi-population parallel genetic algorithms, in: Proceedings of the Genetic and Evolutionary Computation Conference, Morgan Kaufmann, San Francisco, CA, 1999, pp. 91\u201398"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB5","unstructured":"E. Cant\u00fa-Paz, Using Markov chains to analyze a bounding case of parallel genetic algorithms, in: Genetic Programming: Proceedings of the Third Annual Conference, Morgan Kaufmann, San Francisco, CA, 1993, pp. 456\u2013462"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB6","unstructured":"E. Cant\u00fa-Paz, D.E. Goldberg, Predicting speedups of idelaized bounding cases of parallel genetic algorithms, in: T. B\u00e4ck (Ed.), Proceedings of the Seventh International Conference on Genetic Algorithms, 1997, pp. 113\u2013121"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB7","unstructured":"E. Cant\u00fa-Paz, A survey of parallel genetic algorithms, IlliGAL Report No.97003, University of Illinois at Urbana Champaign, Urbana, IL"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB8","unstructured":"L.D. Chambers, Practical Handbook of Genetic Algorithms: Complex Coding Systems, vol. III, CRC Press, Boca Raton, 1999"},{"issue":"4","key":"10.1016\/S0888-613X(00)00070-0_BIB9","doi-asserted-by":"crossref","first-page":"969","DOI":"10.1109\/72.508939","article-title":"Comparison of adaptive methods for function estimation from samples","volume":"7","author":"Cherkassky","year":"1996","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB10","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1016\/0165-0114(95)00322-3","article-title":"Radial basis function based adaptive fuzzy systems and their applications to system identification and prediction","volume":"83","author":"Cho","year":"1995","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB11","unstructured":"O. Cord\u00f3n, M.J. del Jes\u00fas, F. Herrera, E. L\u00f3pez, Selecting fuzzy rule-based classification systems with specific reasoning methods using genetic algorithms, in: Proc. Int. Fuzzy Syst. Assoc. (IFSA), Prague, Czech Republic, June 1997, pp. 424\u2013429"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB12","unstructured":"L. Davis, D. Smith, Adaptive design for layout synthesis, Internal Report, Texas Instrument, Dallas, TX, 1985"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB13","series-title":"The Handbook of Genetic Algorithms","author":"Davis","year":"1991"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB14","doi-asserted-by":"crossref","unstructured":"L.J. Eshelman, J.D. Shaffer, Real-coded genetic algorithms and interval-schema, in: Foundation of Genetic Algorithms 2, Morgan Kaufmann, Los Altos, CA, 1993, pp. 187\u2013202","DOI":"10.1016\/B978-0-08-094832-4.50018-0"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB15","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1007\/BFb0029745","article-title":"Implementing the genetic algorithm on transputer based parallel processing systems","author":"Fogarty","year":"1991","journal-title":"Parallel Problem Solving from Nature"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB16","series-title":"Genetic Algorithms in Search Optimization and Machine Learning","author":"Goldberg","year":"1989"},{"issue":"2","key":"10.1016\/S0888-613X(00)00070-0_BIB17","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1109\/91.755399","article-title":"SLAVE: A genetic learning based on an iterative approach","volume":"7","author":"Gonz\u00e1lez","year":"1999","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB18","unstructured":"J.J. Grefenstette, J.M. Fitzpatrick, Genetic search with approximate function evaluation, in: Proceedings of the International Conference on Genetic Algorithms and their Applications, 1985, pp. 112\u2013120"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB19","first-page":"504","article-title":"Implementation of standard genetic algorithm on MIMD machines","author":"Hauser","year":"1994","journal-title":"Parallel Problem Solving from Nature"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB20","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1016\/0888-613X(94)00033-Y","article-title":"Tunning fuzzy logic controllers by genetic algorithms","volume":"12","author":"Herrera","year":"1995","journal-title":"International Journal of Approximate Reasoning"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB21","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":"Homaifar","year":"1995","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB22","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1016\/0165-0114(95)00305-3","article-title":"Induction of fuzzy rules and membership functions from training examples","volume":"84","author":"Hong","year":"1996","journal-title":"Fuzzy Sets and Systems"},{"issue":"5","key":"10.1016\/S0888-613X(00)00070-0_BIB23","doi-asserted-by":"crossref","first-page":"801","DOI":"10.1109\/72.159069","article-title":"On fuzzy modelling using fuzzy neural networks with the back-propagation algorithm","volume":"3","author":"Horikawa","year":"1992","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB24","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1016\/S0165-0114(96)00011-5","article-title":"Real-valued genetic algorithms for fuzzy grey prediction system","volume":"87","author":"Huang","year":"1997","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB25","unstructured":"H. Ishibuchi, T. Murata, I.B. T\u00fcrksen, A genetic-algorithm-based approach to the selection of linguistic classification rules, in: Proc. EUFIT'95, Aachen, Germany, 1995, pp. 1414\u20131419"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB26","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1016\/0165-0114(94)90210-0","article-title":"Genetic algorithms and neighborhood search algorithms for fuzzy flowshop scheduling problems","volume":"67","author":"Ishibuchi","year":"1994","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB27","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/S0165-0114(96)00098-X","article-title":"Single-objetive and two-objective genetic algorithms for selecting linguistic rules for pattern classification problems","volume":"89","author":"Ishibuchi","year":"1997","journal-title":"Fuzzy Sets and Systems"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB28","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\/S0888-613X(00)00070-0_BIB29","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/S0925-2312(98)00090-3","article-title":"An investigation into the application of neural networks fuzzy logic genetic algorithms and rough sets to automated knowledge acquisition for classification problems","volume":"24","author":"Jagielska","year":"1999","journal-title":"Neurocomputing"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB30","unstructured":"J.S.R. Jang, C.T. Sun, E. Mizutani, Neuro-Fuzzy and Soft Computing, Prentice-Hall, Englewood Cliffs, NJ, ISBN 0-13-261066-3, 1997"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB31","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":"IEE Transactions on Fuzzy Systems"},{"issue":"4","key":"10.1016\/S0888-613X(00)00070-0_BIB32","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1109\/91.649903","article-title":"Forecasting time series with genetic fuzzy predictor ensemble","volume":"5","author":"Kim","year":"1997","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB33","unstructured":"K. Kropp, U.G. Baitinger, Optimization of fuzzy logic controller inference rules using a genetic algorithm, in: Proc. EUFIT'93, Aachen, Germany, 1993, pp. 1090\u20131096"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB34","unstructured":"S.-H. Lee, I. Kim, Time series analysis using fuzzy learning, in: Proc. Int. Conf. Neural Inform. Processing, vol. 6, Seoul, Korea, October 1994, pp. 1577\u20131582"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB35","doi-asserted-by":"crossref","unstructured":"J. Liska, S.S. Melsheimer, Complete design of fuzzy logic systems using genetic algorithm, in: Proc. FUZZ-IEEE'94, 1994, pp. 1377\u20131382","DOI":"10.1109\/FUZZY.1994.343611"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB36","series-title":"Genetic Algorithms+Data Structures=Evolution Programs","author":"Michalewicz","year":"1996"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB37","unstructured":"M. Munetomo, Y. Takai, Y. Sato, An efficient migration scheme for subpopulation-based asynchronously parallel genetic algorithms, in: Proceedings of the Fifth International Conference on Genetic Algorithms, Morgan Kaufmann, San Mateo, CA, 1993, p. 649"},{"issue":"6","key":"10.1016\/S0888-613X(00)00070-0_BIB38","doi-asserted-by":"crossref","first-page":"728","DOI":"10.1109\/3468.541333","article-title":"Rule-based modelling: fast construction and optimal manipulation","volume":"26","author":"Nie","year":"1996","journal-title":"IEEE Transactions on Systems, Man and Cybernetics A"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB39","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1109\/21.259684","article-title":"Genetic-based new fuzzy reasoning models with application to fuzzy control","volume":"24","author":"Park","year":"1994","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB40","first-page":"3690","article-title":"Evolving fuzzy rules for breast cancer diagnosis","volume":"2","author":"Pe\u00f1a-Reyes","year":"1998","journal-title":"Proceedings of the International Symposium on Nonlinear Theory and Applications"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB41","unstructured":"C.B. Pettey, M.R. Leuze, J.J. Grefenstette, A parallel genetic algorithm, in: Proceedings of the Second International Conference on Genetic Algorithms, 1987, pp. 155\u2013161"},{"issue":"2","key":"10.1016\/S0888-613X(00)00070-0_BIB42","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/S0888-613X(99)00008-0","article-title":"New methodology for the development of adaptive and self-learning fuzzy controllers in real time","volume":"21","author":"Rojas","year":"1999","journal-title":"International Journal of Approximate Reasoning"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB43","unstructured":"I. Rojas, J.J. Merelo, H. Pomares, A. Prieto, Genetic algorithms for optimum designing fuzzy controller, in: Proceedings of the Second International ICSC Symposium on Fuzzy Logic and Applications (ISFL'97), International Computer Science Conventions, 12\u201314 February, Zurich, ICSC Academic Press, Canada, ISBN 3-906454-03-7, pp. 165\u2013170, 1997"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB44","doi-asserted-by":"crossref","unstructured":"I. Rojas, J.J. Merelo, J.L. Bernier, A. Prieto, A new approach to fuzzy controller designing and coding via genetic algorithms, in: Proceedings of the Sixth IEEE International Conference on Fuzzy Systems, Barcelona, July 1997, vol. II, IEEE Service Center, NJ, USA, pp.1505\u20131510","DOI":"10.1109\/FUZZY.1997.619766"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB45","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1016\/S0165-0114(97)00153-X","article-title":"Statistical analysis of the main parameters in the fuzzy inference process","volume":"102","author":"Rojas","year":"1999","journal-title":"Fuzzy Sets and Systems"},{"issue":"1","key":"10.1016\/S0888-613X(00)00070-0_BIB46","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1109\/91.824763","article-title":"Self-organized fuzzy system generation from training examples","volume":"8","author":"Rojas","year":"2000","journal-title":"IEEE Transactions on Fuzzy System"},{"issue":"2","key":"10.1016\/S0888-613X(00)00070-0_BIB47","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1109\/91.493903","article-title":"Fuzzy sets of rules for system identification","volume":"4","author":"Rovatti","year":"1996","journal-title":"IEEE Transactions on Fuzzy Systems"},{"issue":"2","key":"10.1016\/S0888-613X(00)00070-0_BIB48","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1109\/3477.752795","article-title":"Tuning of a neuro-fuzzy controller by genetic algorithm","volume":"29","author":"Seng","year":"1999","journal-title":"IEEE Transactions on Systems, Man and Cybernetics B"},{"issue":"6","key":"10.1016\/S0888-613X(00)00070-0_BIB49","doi-asserted-by":"crossref","first-page":"1414","DOI":"10.1109\/21.199466","article-title":"Generating fuzzy rules by learning from examples","volume":"22","author":"Wang","year":"1992","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"issue":"4","key":"10.1016\/S0888-613X(00)00070-0_BIB50","doi-asserted-by":"crossref","first-page":"869","DOI":"10.1109\/72.508930","article-title":"Cooperative competitive genetic evolution of radial basis function centers and widths for time series prediction","volume":"7","author":"Whitehead","year":"1996","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB51","doi-asserted-by":"crossref","unstructured":"A. Wright, Genetic algorithms for real parameter optimization, in: Foundation of Genetic Algorithms, Morgan Kaufmann, Los Altos, CA, 1991, pp. 205\u2013218","DOI":"10.1016\/B978-0-08-050684-5.50016-1"},{"key":"10.1016\/S0888-613X(00)00070-0_BIB52","doi-asserted-by":"crossref","first-page":"1047","DOI":"10.1002\/int.4550091202","article-title":"On rule self-generating for fuzzy control","volume":"9","author":"Zhang","year":"1994","journal-title":"International Journal of Intelligent Systems"}],"container-title":["International Journal of Approximate Reasoning"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0888613X00000700?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0888613X00000700?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2020,1,7]],"date-time":"2020-01-07T12:47:00Z","timestamp":1578401220000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0888613X00000700"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2001,4]]},"references-count":52,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2001,4]]}},"alternative-id":["S0888613X00000700"],"URL":"https:\/\/doi.org\/10.1016\/s0888-613x(00)00070-0","relation":{},"ISSN":["0888-613X"],"issn-type":[{"value":"0888-613X","type":"print"}],"subject":[],"published":{"date-parts":[[2001,4]]}}}