{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T10:11:51Z","timestamp":1783764711278,"version":"3.55.0"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319342214","type":"print"},{"value":"9783319342238","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-34223-8_1","type":"book-chapter","created":{"date-parts":[[2016,12,21]],"date-time":"2016-12-21T04:25:41Z","timestamp":1482294341000},"page":"1-19","source":"Crossref","is-referenced-by-count":20,"title":["Evolving Simple Symbolic Regression Models by Multi-Objective Genetic Programming"],"prefix":"10.1007","author":[{"given":"Michael","family":"Kommenda","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gabriel","family":"Kronberger","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Affenzeller","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stephan M.","family":"Winkler","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bogdan","family":"Burlacu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2016,12,22]]},"reference":[{"key":"1_CR1","volume-title":"Genetic programming theory and practice XI","author":"M Affenzeller","year":"2014","unstructured":"Affenzeller M, Winkler S, Kronberger G, Kommenda M, Burlacu B, Wagner S (2014) Gaining deeper insights in symbolic regression. In: Riolo R, Moore JH, Kotanchek M (eds) Genetic programming theory and practice XI. Genetic and evolutionary computation. Springer, New York"},{"key":"1_CR2","volume-title":"Classification and regression trees","author":"L Breiman","year":"1984","unstructured":"Breiman L, Friedman J, Stone CJ, Olshen RA (1984) Classification and regression trees. CRC Press, Boca Raton"},{"issue":"2","key":"1_CR3","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1109\/4235.996017","volume":"6","author":"K Deb","year":"2002","unstructured":"Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evolut Comput 6(2):182\u2013197","journal-title":"IEEE Trans Evolut Comput"},{"key":"1_CR4","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1007\/978-3-540-78671-9_10","volume-title":"Genetic programming","author":"S Dignum","year":"2008","unstructured":"Dignum S, Poli R (2008) Operator equalisation and bloat free gp. In: Genetic programming. Springer, Berlin, pp\u00a0110\u2013121"},{"issue":"1","key":"1_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1214\/aos\/1176347963","volume":"19","author":"JH Friedman","year":"1991","unstructured":"Friedman JH (1991) Multivariate adaptive regression splines. Ann Stat 19(1):1\u201367. https:\/\/projecteuclid.org\/euclid.aos\/1176347963","journal-title":"Ann Stat"},{"key":"1_CR6","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1007\/978-3-540-71605-1_4","volume-title":"Genetic programming","author":"M Keijzer","year":"2007","unstructured":"Keijzer M, Foster J (2007) Crossover bias in genetic programming. In: Genetic programming. Springer, Berlin, pp\u00a033\u201344"},{"key":"1_CR7","volume-title":"Genetic programming: on the programming of computers by means of natural selection","author":"JR Koza","year":"1992","unstructured":"Koza JR (1992) Genetic programming: on the programming of computers by means of natural selection. MIT Press, Cambridge, MA"},{"issue":"3","key":"1_CR8","doi-asserted-by":"crossref","first-page":"274","DOI":"10.1109\/4235.873237","volume":"4","author":"S Luke","year":"2000","unstructured":"Luke S (2000) Two fast tree-creation algorithms for genetic programming. IEEE Trans Evolut Comput 4(3):274\u2013283","journal-title":"IEEE Trans Evolut Comput"},{"key":"1_CR9","unstructured":"Luke S, Panait L (2002) Lexicographic Parsimony Pressure. In: Langdon WB, Cantu \u200b\u200b\u2032 -Paz E, Mathias K, Roy R, Davis D, Poli R, Balakrishnan K, Honavar V, Rudolph G, Wegener J, Bull L, Potter MA, Schultz AC, Miller JF, Burke E, Jonoska N (eds) Proceedings of the genetic and evolutionary computation conference (GECCO\u20192002). Morgan Kaufmann Publishers, San Francisco, CA, pp\u00a0829\u2013836"},{"key":"1_CR10","first-page":"71","volume":"8","author":"R Poli","year":"2010","unstructured":"Poli R (2010) Covariant Tarpeian method for bloat control in genetic programming. Genet Program Theory Pract VIII 8:71\u201390","journal-title":"Genet Program Theory Pract VIII"},{"key":"1_CR11","unstructured":"Poli R, Langdon WB, McPhee NF (2008) A field guide to genetic programming. Published via http:\/\/lulu.com and freely available at http:\/\/www.gp-field-guide.org.uk"},{"issue":"2","key":"1_CR12","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1007\/s10710-008-9075-9","volume":"10","author":"S Silva","year":"2009","unstructured":"Silva S, Costa E (2009) Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories. Genet Program Evolvable Mach 10(2):141\u2013179","journal-title":"Genet Program Evolvable Mach"},{"key":"1_CR13","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1007\/0-387-23254-0_17","volume-title":"Genetic programming theory and practice II","author":"GF Smits","year":"2005","unstructured":"Smits GF, Kotanchek M (2005) Pareto-front exploitation in symbolic regression. In: Genetic programming theory and practice II. Springer, Berlin, pp\u00a0283\u2013299"},{"issue":"3","key":"1_CR14","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1162\/evco.1994.2.3.221","volume":"2","author":"N Srinivas","year":"1994","unstructured":"Srinivas N, Deb K (1994) Multiobjective optimization using nondominated sorting in genetic algorithms. Evol Comput 2(3):221\u2013248","journal-title":"Evol Comput"},{"key":"1_CR15","doi-asserted-by":"crossref","first-page":"877","DOI":"10.1145\/1830483.1830643","volume-title":"Proceedings of the 12th annual conference on genetic and evolutionary computation","author":"L Vanneschi","year":"2010","unstructured":"Vanneschi L, Castelli M, Silva S (2010) Measuring bloat, overfitting and functional complexity in genetic programming. In: Proceedings of the 12th annual conference on genetic and evolutionary computation. ACM, New York, pp\u00a0877\u2013884"},{"key":"1_CR16","doi-asserted-by":"crossref","unstructured":"Vladislavleva EJ, Smits GF, Den\u00a0Hertog D (2009) Order of nonlinearity as a complexity measure for models generated by symbolic regression via Pareto genetic programming. IEEE Trans Evol Comput 13(2):333\u2013349","DOI":"10.1109\/TEVC.2008.926486"},{"key":"1_CR17","unstructured":"Wagner S (2009) Heuristic optimization software systems - modeling of heuristic optimization algorithms in the heuristiclab software environment. Ph.D. thesis, Institute for Formal Models and Verification, Johannes Kepler University, Linz"},{"issue":"1","key":"1_CR18","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s10710-012-9177-2","volume":"14","author":"DR White","year":"2013","unstructured":"White DR, McDermott J, Castelli M, Manzoni L, Goldman BW, Kronberger G, Jaskowski W, O\u2019Reilly UM, Luke S (2013) Better GP benchmarks: community survey results and proposals. Genet Program Evol Mach 14(1):3\u201329. doi:\u00a0 10.1007\/s10710-012-9177-2","journal-title":"Genet Program Evol Mach"}],"container-title":["Genetic and Evolutionary Computation","Genetic Programming Theory and Practice XIII"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-34223-8_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,25]],"date-time":"2017-06-25T02:26:28Z","timestamp":1498357588000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-34223-8_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319342214","9783319342238"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-34223-8_1","relation":{},"ISSN":["1932-0167"],"issn-type":[{"value":"1932-0167","type":"print"}],"subject":[],"published":{"date-parts":[[2016]]}}}