{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T05:59:24Z","timestamp":1783749564157,"version":"3.55.0"},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642011801","type":"print"},{"value":"9783642011818","type":"electronic"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"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":[[2009]]},"DOI":"10.1007\/978-3-642-01181-8_28","type":"book-chapter","created":{"date-parts":[[2009,4,9]],"date-time":"2009-04-09T13:31:30Z","timestamp":1239283890000},"page":"327-338","source":"Crossref","is-referenced-by-count":13,"title":["A Statistical Learning Perspective of Genetic Programming"],"prefix":"10.1007","author":[{"given":"Nur Merve","family":"Amil","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nicolas","family":"Bredeche","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christian","family":"Gagn\u00e9","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sylvain","family":"Gelly","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marc","family":"Schoenauer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Olivier","family":"Teytaud","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","reference":[{"key":"28_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0055923","volume-title":"Genetic Programming : an introduction","author":"W. Banzhaf","year":"1998","unstructured":"Banzhaf, W., Nordin, P., Keller, R.E., Francone, F.D.: Genetic Programming: an introduction. Morgan Kaufmann Publisher Inc., San Francisco (1998)"},{"key":"28_CR2","first-page":"536","volume-title":"Proceedings of the 2001 Congress on Evolutionary Computation CEC 2001","author":"S. Bleuler","year":"2001","unstructured":"Bleuler, S., Brack, M., Thiele, L., Zitzler, E.: Multiobjective genetic programming: Reducing bloat using SPEA2. In: Proceedings of the 2001 Congress on Evolutionary Computation CEC 2001, COEX, World Trade Center, 159 Samseong-dong, Gangnam-gu, Seoul, Korea, pp. 536\u2013543. IEEE Press, Los Alamitos (2001)"},{"key":"28_CR3","unstructured":"Blickle, T., Thiele, L.: Genetic programming and redundancy. In: Hopf, J. (ed.) Genetic Algorithms Workshop at KI 1994, pp. 33\u201338. Max-Planck-Institut f\u00fcr Informatik (1994)"},{"issue":"2","key":"28_CR4","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1023\/A:1011504414730","volume":"2","author":"J.M. Daida","year":"2001","unstructured":"Daida, J.M., Bertram, R.R., Stanhope, S.A., Khoo, J.C., Chaudhary, S.A., Chaudhri, O.A., Polito II, J.A.: What makes a problem GP-Hard? Analysis of a tunably difficult problem in genetic programming. Genetic Programming and Evolvable Machines\u00a02(2), 165\u2013191 (2001)","journal-title":"Genetic Programming and Evolvable Machines"},{"key":"28_CR5","first-page":"11","volume-title":"Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2001","author":"E.D. Jong De","year":"2001","unstructured":"De Jong, E.D., Watson, R.A., Pollack, J.B.: Reducing bloat and promoting diversity using multi-objective methods. In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2001, pp. 11\u201318. Morgan Kaufmann Publishers, San Francisco (2001)"},{"key":"28_CR6","volume-title":"A Probabilistic Theory of Pattern Recognition","author":"L. Devroye","year":"1997","unstructured":"Devroye, L., Gy\u00f6rfi, L., Lugosi, G.: A Probabilistic Theory of Pattern Recognition. Springer, Heidelberg (1997)"},{"key":"28_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1007\/3-540-45984-7_16","volume-title":"Genetic Programming","author":"A. Ekart","year":"2002","unstructured":"Ekart, A., Nemeth, S.: Maintaining the diversity of genetic programs. In: Foster, J.A., Lutton, E., Miller, J., Ryan, C., Tettamanzi, A.G.B. (eds.) EuroGP 2002. LNCS, vol.\u00a02278, pp. 162\u2013171. Springer, Heidelberg (2002)"},{"issue":"2","key":"28_CR8","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1142\/S021821300600262X","volume":"15","author":"C. Gagn\u00e9","year":"2006","unstructured":"Gagn\u00e9, C., Parizeau, M.: Genericity in evolutionary computation software tools: Principles and case study. International Journal on Artificial Intelligence Tools\u00a015(2), 173\u2013194 (2006)","journal-title":"International Journal on Artificial Intelligence Tools"},{"issue":"3","key":"28_CR9","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1023\/B:GENP.0000030194.98244.e3","volume":"4","author":"S. Gustafson","year":"2004","unstructured":"Gustafson, S., Ekart, A., Burke, E., Kendall, G.: Problem difficulty and code growth in genetic programming. Genetic Programming and Evolvable Machines\u00a04(3), 271\u2013290 (2004)","journal-title":"Genetic Programming and Evolvable Machines"},{"key":"28_CR10","volume-title":"Genetic Programming: On the Programming of Computers by Means of Natural Selection","author":"J.R. Koza","year":"1992","unstructured":"Koza, J.R.: Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge (1992)"},{"key":"28_CR11","first-page":"633","volume-title":"IEEE International Congress on Evolutionary Computations (ICEC 1998)","author":"W.B. Langdon","year":"1998","unstructured":"Langdon, W.B.: The evolution of size in variable length representations. In: IEEE International Congress on Evolutionary Computations (ICEC 1998), pp. 633\u2013638. IEEE Press, Los Alamitos (1998)"},{"issue":"1\/2","key":"28_CR12","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1023\/A:1010024515191","volume":"1","author":"W.B. Langdon","year":"2000","unstructured":"Langdon, W.B.: Size fair and homologous tree genetic programming crossovers. Genetic Programming And Evolvable Machines\u00a01(1\/2), 95\u2013119 (2000)","journal-title":"Genetic Programming And Evolvable Machines"},{"key":"28_CR13","unstructured":"Langdon, W.B., Poli, R.: Fitness causes bloat: Mutation. In: Late Breaking Papers at GP 1997, pp. 132\u2013140. Stanford Bookstore (1997)"},{"key":"28_CR14","first-page":"163","volume-title":"Advances in Genetic Programming III","author":"W.B. Langdon","year":"1999","unstructured":"Langdon, W.B., Soule, T., Poli, R., Foster, J.A.: The evolution of size and shape. In: Advances in Genetic Programming III, pp. 163\u2013190. MIT Press, Cambridge (1999)"},{"key":"28_CR15","first-page":"829","volume-title":"GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference","author":"S. Luke","year":"2002","unstructured":"Luke, S., Panait, L.: Lexicographic parsimony pressure. In: GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, pp. 829\u2013836. Morgan Kaufmann Publishers, San Francisco (2002)"},{"key":"28_CR16","first-page":"303","volume-title":"Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA 1995)","author":"N.F. McPhee","year":"1995","unstructured":"McPhee, N.F., Miller, J.D.: Accurate replication in genetic programming. In: Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA 1995), Pittsburgh, PA, USA, pp. 303\u2013309. Morgan Kaufmann, San Francisco (1995)"},{"key":"28_CR17","first-page":"310","volume-title":"Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA 1995)","author":"P. Nordin","year":"1995","unstructured":"Nordin, P., Banzhaf, W.: Complexity compression and evolution. In: Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA 1995), Pittsburgh, PA, USA, pp. 310\u2013317. Morgan Kaufmann, San Francisco (1995)"},{"key":"28_CR18","volume-title":"Artificial Evolution VI","author":"A. Ratle","year":"2001","unstructured":"Ratle, A., Sebag, M.: Avoiding the bloat with probabilistic grammar-guided genetic programming. In: Artificial Evolution VI. Springer, Heidelberg (2001)"},{"key":"28_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1776","DOI":"10.1007\/3-540-45110-2_69","volume-title":"Genetic and Evolutionary Computation - GECCO 2003","author":"S. Silva","year":"2003","unstructured":"Silva, S., Almeida, J.: Dynamic maximum tree depth: A simple technique for avoiding bloat in tree-based GP. In: Cant\u00fa-Paz, E., Foster, J.A., Deb, K., Davis, L., Roy, R., O\u2019Reilly, U.-M., Beyer, H.-G., Kendall, G., Wilson, S.W., Harman, M., Wegener, J., Dasgupta, D., Potter, M.A., Schultz, A., Dowsland, K.A., Jonoska, N., Miller, J., Standish, R.K. (eds.) GECCO 2003. LNCS, vol.\u00a02723, pp. 1776\u20131787. Springer, Heidelberg (2003)"},{"key":"28_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"666","DOI":"10.1007\/978-3-540-24855-2_74","volume-title":"Genetic and Evolutionary Computation \u2013 GECCO 2004","author":"S. Silva","year":"2004","unstructured":"Silva, S., Costa, E.: Dynamic limits for bloat control: Variations on size and depth. In: Deb, K., et al. (eds.) GECCO 2004. LNCS, vol.\u00a03103, pp. 666\u2013677. Springer, Heidelberg (2004)"},{"key":"28_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1007\/3-540-45984-7_14","volume-title":"Genetic Programming","author":"T. Soule","year":"2002","unstructured":"Soule, T.: Exons and code growth in genetic programming. In: Foster, J.A., Lutton, E., Miller, J., Ryan, C., Tettamanzi, A.G.B. (eds.) EuroGP 2002. LNCS, vol.\u00a02278, pp. 142\u2013151. Springer, Heidelberg (2002)"},{"issue":"4","key":"28_CR22","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1162\/evco.1998.6.4.293","volume":"6","author":"T. Soule","year":"1998","unstructured":"Soule, T., Foster, J.A.: Effects of code growth and parsimony pressure on populations in genetic programming. Evolutionary Computation\u00a06(4), 293\u2013309 (1998)","journal-title":"Evolutionary Computation"},{"key":"28_CR23","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The Nature of Statistical Learning Theory","author":"V. Vapnik","year":"1995","unstructured":"Vapnik, V.: The Nature of Statistical Learning Theory. Springer, Heidelberg (1995)"},{"key":"28_CR24","doi-asserted-by":"crossref","unstructured":"Zhang, B.-T., M\u00fchlenbein, H.: Balancing accuracy and parsimony in genetic programming. Evolutionary Computation\u00a03(1) (1995)","DOI":"10.1162\/evco.1995.3.1.17"}],"container-title":["Lecture Notes in Computer Science","Genetic Programming"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-01181-8_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,7]],"date-time":"2019-03-07T14:59:47Z","timestamp":1551970787000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-01181-8_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642011801","9783642011818"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-01181-8_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009]]}}}