{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T23:10:01Z","timestamp":1738451401144,"version":"3.35.0"},"publisher-location":"Berlin, Heidelberg","reference-count":29,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540881377"},{"type":"electronic","value":"9783540881384"}],"license":[{"start":{"date-parts":[[2008,1,1]],"date-time":"2008-01-01T00:00:00Z","timestamp":1199145600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-88138-4_11","type":"book-chapter","created":{"date-parts":[[2008,10,16]],"date-time":"2008-10-16T12:08:07Z","timestamp":1224158887000},"page":"189-205","source":"Crossref","is-referenced-by-count":2,"title":["Linkage Learning, Rule Representation, and the \u03c7-Ary Extended Compact Classifier System"],"prefix":"10.1007","author":[{"given":"Xavier","family":"Llor\u00e0","sequence":"first","affiliation":[]},{"given":"Kumara","family":"Sastry","sequence":"additional","affiliation":[]},{"given":"Cl\u00e1udio F.","family":"Lima","sequence":"additional","affiliation":[]},{"given":"Fernando G.","family":"Lobo","sequence":"additional","affiliation":[]},{"given":"David E.","family":"Goldberg","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"11_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3643-4","volume-title":"The Design of Innovation: Lessons from and for Competent Genetic Algorithms","author":"D.E. Goldberg","year":"2002","unstructured":"Goldberg, D.E.: The Design of Innovation: Lessons from and for Competent Genetic Algorithms. Kluwer Academic Publishers, Norwell (2002)"},{"key":"11_CR2","first-page":"1051","volume":"3242","author":"M.V. Butz","year":"2004","unstructured":"Butz, M.V., Lanzi, P.L., Llor\u00e0, X., Goldberg, D.E.: Knowledge extraction and problem structure identification in XCS. Parallel Problem Solving from Nature - PPSN VIII\u00a03242, 1051\u20131060 (2004)","journal-title":"Parallel Problem Solving from Nature - PPSN VIII"},{"key":"11_CR3","doi-asserted-by":"crossref","unstructured":"Butz, M.V., Pelikan, M., Llor\u00e0, X., Goldberg, D.E.: Extracted global structure makes local building block processing effective in XCS. In: Proceedings of the 2005 Conference on Genetic and Evolutionary Computation, vol.\u00a01, pp. 655\u2013662 (2005)","DOI":"10.1145\/1068009.1068121"},{"key":"11_CR4","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1013500812258","volume":"21","author":"M. Pelikan","year":"2002","unstructured":"Pelikan, M., Lobo, F., Goldberg, D.E.: A survey of optimization by building and using probabilistic models. Computational Optimization and Applications\u00a021, 5\u201320 (2002)","journal-title":"Computational Optimization and Applications"},{"key":"11_CR5","doi-asserted-by":"crossref","unstructured":"Harik, G., Lobo, F., Goldberg, D.E.: The compact genetic algorithm. In: Proceedings of the IEEE International Conference on Evolutionary Computation, pp. 523\u2013528 (1998) (Also IlliGAL Report No. 97006)","DOI":"10.1109\/ICEC.1998.700083"},{"key":"11_CR6","doi-asserted-by":"crossref","unstructured":"Llor\u00e0, X., Sastry, K., Goldberg, D.E.: The Compact Classifier System: Motivation, analysis, and first results. In: Proceedings of the Congress on Evolutionary Computation, vol.\u00a01, pp. 596\u2013603 (2005)","DOI":"10.1145\/1068009.1068328"},{"key":"11_CR7","volume-title":"Strength or Accuracy: Credit Assignment in Learning Classifier Systems","author":"T. Kovacs","year":"2003","unstructured":"Kovacs, T.: Strength or Accuracy: Credit Assignment in Learning Classifier Systems. Springer, Heidelberg (2003)"},{"key":"11_CR8","unstructured":"de la Ossa, L., Sastry, K., Lobo, F.G.: Extended compact genetic algorithm in C++: Version 1.1. IlliGAL Report No. 2006013, University of Illinois at Urbana-Champaign, Urbana, IL (March 2006)"},{"key":"11_CR9","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1007\/978-1-4419-8983-3_13","volume-title":"Genetic Programming Theory and Practise","author":"K. Sastry","year":"2003","unstructured":"Sastry, K., Goldberg, D.E.: Probabilistic model building and competent genetic programming. In: Riolo, R.L., Worzel, B. (eds.) Genetic Programming Theory and Practise, pp. 205\u2013220. Kluwer Academic Publishers, Dordrecht (2003)"},{"key":"11_CR10","unstructured":"Harik, G.R.: Finding multimodal solutions using restricted tournament selection. In: Proceedings of the Sixth International Conference on Genetic Algorithms, pp. 24\u201331 (1995) (Also IlliGAL Report No. 94002)"},{"key":"11_CR11","unstructured":"Wilson, S.W.: Classier Conditions Using Gene Expression Programming. IlliGAL Technical Report No. 2008001, Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana-Champaign (2008)"},{"issue":"2","key":"11_CR12","first-page":"87","volume":"13","author":"C. Ferreira","year":"2001","unstructured":"Ferreira, C.: Gene expression programming: A new algorithm for solving problems. Complex Systems\u00a013(2), 87\u2013129 (2001)","journal-title":"Complex Systems"},{"key":"11_CR13","volume-title":"Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence","author":"C. Ferreira","year":"2006","unstructured":"Ferreira, C.: Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence. Springer, Heidelberg (2006)"},{"key":"11_CR14","unstructured":"Bernad\u00f3-Mansilla, E., Garrell-Guiu, J.M.: MOLeCS: A MultiObjective Learning Classifier System. In: Proceedings of the 2000 Conference on Genetic and Evolutionary Computation, vol.\u00a01, p. 390 (2000)"},{"key":"11_CR15","first-page":"261","volume-title":"MultiObjective Machine Learning","author":"E. Bernad\u00f3-Mansilla","year":"2005","unstructured":"Bernad\u00f3-Mansilla, E., Llor\u00e0, X., Traus, I.: MultiObjective Learning Classifier System. In: MultiObjective Machine Learning, pp. 261\u2013288. Springer, Heidelberg (2005)"},{"key":"11_CR16","volume-title":"Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications","author":"G.R. Harik","year":"2006","unstructured":"Harik, G.R., Lobo, F.G., Sastry, K.: Linkage learning via probabilistic modeling in the ECGA. In: Pelikan, M., Sastry, K., Cant\u00fa-Paz, E. (eds.) Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications. Springer, Heidelberg (2006) (Also IlliGAL Report No. 99010)"},{"issue":"5","key":"11_CR17","first-page":"493","volume":"3","author":"D.E. Goldberg","year":"1989","unstructured":"Goldberg, D.E., Korb, B., Deb, K.: Messy genetic algorithms: Motivation, analysis, and first results. Complex Systems\u00a03(5), 493\u2013530 (1989)","journal-title":"Complex Systems"},{"issue":"2","key":"11_CR18","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1162\/evco.1995.3.2.149","volume":"3","author":"S. Wilson","year":"1995","unstructured":"Wilson, S.: Classifier fitness based on accuracy. Evolutionary Computation\u00a03(2), 149\u2013175 (1995)","journal-title":"Evolutionary Computation"},{"key":"11_CR19","first-page":"1363","volume-title":"GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary computation","author":"X. Llor\u00e0","year":"2005","unstructured":"Llor\u00e0, X., Sastry, K., Goldberg, D.E., Gupta, A., Lakshmi, L.: Combating user fatigue in iGAs: Partial ordering, support vector machines, and synthetic fitness. In: GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary computation, 25-29 June 2005, vol.\u00a02, pp. 1363\u20131370. ACM Press, Washington (2005)"},{"key":"11_CR20","doi-asserted-by":"crossref","unstructured":"Sastry, K., Goldberg, D.E.: Designing competent mutation operators via probabilistic model building of neighborhoods. In: Proceedings of the Genetic and Evolutionary Computation Conference, vol.\u00a02, pp. 114\u2013125 (2004) (Also IlliGAL Report No. 2004006)","DOI":"10.1007\/978-3-540-24855-2_11"},{"key":"11_CR21","first-page":"333","volume":"6","author":"D.E. Goldberg","year":"1992","unstructured":"Goldberg, D.E., Deb, K., Clark, J.H.: Genetic algorithms, noise, and the sizing of populations. Complex Systems\u00a06, 333\u2013362 (1992)","journal-title":"Complex Systems"},{"key":"11_CR22","doi-asserted-by":"publisher","DOI":"10.1007\/b10910","volume-title":"Hierarchical Bayesian Optimization Algorithm: Toward a New Generation of Evolutionary Algorithm","author":"M. Pelikan","year":"2005","unstructured":"Pelikan, M.: Hierarchical Bayesian Optimization Algorithm: Toward a New Generation of Evolutionary Algorithm. Springer, Berlin (2005)"},{"key":"11_CR23","doi-asserted-by":"crossref","unstructured":"Sastry, K., Abbass, H.A., Goldberg, D.E., Johnson, D.D.: Sub-structural niching in estimation of distribution algorithms. In: Proceedings of the Genetic and Evolutionary Computation Conference, pp. 671\u2013678 (2005)(Also IlliGAL Report No. 2005003)","DOI":"10.1145\/1068009.1068123"},{"key":"11_CR24","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1016\/B978-1-55860-356-1.50014-5","volume":"3","author":"S.W. Mahfoud","year":"1994","unstructured":"Mahfoud, S.W.: Population size and genetic drift in fitness sharing. Foundations of Genetic Algorithms\u00a03, 185\u2013224 (1994)","journal-title":"Foundations of Genetic Algorithms"},{"key":"11_CR25","first-page":"1798","volume-title":"GECCO 2007: Proceedings of the 9th annual conference on Genetic and evolutionary computation","author":"X. Llor\u00e0","year":"2007","unstructured":"Llor\u00e0, X., Sastry, K., Yu, T.L., Goldberg, D.E.: Do not match, inherit: fitness surrogates for genetics-based machine learning techniques. In: GECCO 2007: Proceedings of the 9th annual conference on Genetic and evolutionary computation, pp. 1798\u20131805. ACM, New York (2007)"},{"key":"11_CR26","first-page":"337","volume-title":"Proceedings of the Genetic and Evolutinary Computation Conference (GECCO 1999)","author":"P.L. Lanzi","year":"1999","unstructured":"Lanzi, P.L.: Extending the Representation of Classifier Conditions Part I: From Binary to Messy Coding. In: Proceedings of the Genetic and Evolutinary Computation Conference (GECCO 1999), pp. 337\u2013344. Morgan Kaufmann, San Francisco (1999)"},{"key":"11_CR27","first-page":"345","volume-title":"Proceedings of the Genetic and Evolutinary Computation Conference (GECCO 1999)","author":"P. Lanzi","year":"1999","unstructured":"Lanzi, P., Perrucci, A.: Extending the Representation of Classifier Conditions Part II: From Messy Coding to S-Expressions. In: Proceedings of the Genetic and Evolutinary Computation Conference (GECCO 1999), pp. 345\u2013352. Morgan Kaufmann, San Francisco (1999)"},{"key":"11_CR28","volume-title":"Genetic Programming: On the Programming of Computers by Means of Natural Selection","author":"J. Koza","year":"1992","unstructured":"Koza, J.: Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge (1992)"},{"key":"11_CR29","unstructured":"Llor\u00e0, X., Al\u00edas, F., Formiga, L., Sastry, K., Goldberg, D.E.: Evaluation consistency in iGAs: User contradictions as cycles in partial-ordering graphs. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), vol.\u00a01, pp. 865\u2013868 (2006) (Also as IlliGAL TR No. 2005022)"}],"container-title":["Lecture Notes in Computer Science","Learning Classifier Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-88138-4_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,1]],"date-time":"2025-02-01T22:44:52Z","timestamp":1738449892000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-88138-4_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540881377","9783540881384"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-88138-4_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2008]]}}}