{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T04:59:54Z","timestamp":1780635594466,"version":"3.54.1"},"publisher-location":"Cham","reference-count":51,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319970875","type":"print"},{"value":"9783319970882","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-97088-2_8","type":"book-chapter","created":{"date-parts":[[2018,10,24]],"date-time":"2018-10-24T01:19:38Z","timestamp":1540343978000},"page":"119-137","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":22,"title":["Local Search is Underused in Genetic Programming"],"prefix":"10.1007","author":[{"given":"Leonardo","family":"Trujillo","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Emigdio","family":"Z-Flores","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Perla S.","family":"Ju\u00e1rez-Smith","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pierrick","family":"Legrand","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sara","family":"Silva","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mauro","family":"Castelli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leonardo","family":"Vanneschi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Oliver","family":"Sch\u00fctze","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luis","family":"Mu\u00f1oz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,10,25]]},"reference":[{"issue":"2","key":"8_CR1","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1162\/EVCO_a_00111","volume":"22","author":"Raja Muhammad Atif Azad","year":"2014","unstructured":"Azad, R.M.A., Ryan, C.: A simple approach to lifetime learning in genetic programming based symbolic regression. Evol. Comput. 22(2), 287\u2013317 (2014). https:\/\/doi.org\/10.1162\/EVCO_a_00111 . http:\/\/www.mitpressjournals.org\/doi\/abs\/10.1162\/EVCO_a_00111","journal-title":"Evolutionary Computation"},{"issue":"1","key":"8_CR2","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1007\/s10710-014-9218-0","volume":"16","author":"M Castelli","year":"2015","unstructured":"Castelli, M., Silva, S., Vanneschi, L.: A C++ framework for geometric semantic genetic programming. Genet. Program. Evolvable Mach. 16(1), 73\u201381 (2015). https:\/\/doi.org\/10.1007\/s10710-014-9218-0","journal-title":"Genet. Program. Evolvable Mach."},{"key":"8_CR3","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1016\/j.enbuild.2015.05.013","volume":"102","author":"Mauro Castelli","year":"2015","unstructured":"Castelli, M., Trujillo, L., Vanneschi, L., Popovic, A.: Prediction of energy performance of residential buildings: a genetic programming approach. Energy Build. 102(1), 67\u201374 (2015). https:\/\/doi.org\/10.1016\/j.enbuild.2015.05.013 . http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0378778815003849","journal-title":"Energy and Buildings"},{"key":"8_CR4","unstructured":"Castelli, M., Trujillo, L., Vanneschi, L., Popovic, A.: Prediction of relative position of CT slices using a computational intelligence system. Appl. Soft Comput. (2015). https:\/\/10.1016\/j.asoc.2015.09.021 . http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1568494615005931"},{"key":"8_CR5","unstructured":"Castelli, M., Trujillo, L., Vanneschi, L., Silva, S., Z-Flores, E., Legrand, P.: Geometric semantic genetic programming with local search. In: Silva, S., Esparcia-Alcazar, A.I., Lopez-Ibanez, M., Mostaghim, S., Timmis, J., Zarges, C., Correia, L., Soule, T., Giacobini, M., Urbanowicz, R., Akimoto, Y., Glasmachers, T., Fernandez de Vega, F., Hoover, A., Larranaga, P., Soto, M., Cotta, C., Pereira, F.B., Handl, J., Koutnik, J., Gaspar-Cunha, A., Trautmann, H., Mouret, J.B., Risi, S., Costa, E., Schuetze, O., Krawiec, K., Moraglio, A., Miller, J.F., Widera, P., Cagnoni, S., Merelo, J., Hart, E., Trujillo, L., Kessentini, M., Ochoa, G., Chicano, F., Doerr, C. (eds.) GECCO \u201915: Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, pp. 999\u20131006. ACM, Madrid (2015). http:\/\/doi.acm.org\/10.1145\/2739480.2754795"},{"key":"8_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2015\/971908","volume":"2015","author":"Mauro Castelli","year":"2015","unstructured":"Castelli, M., Vanneschi, L., Trujillo, L.: Energy consumption forecasting using semantics based genetic programming with local search optimizer. Comput. Intell. Neurosci. 2015 (2015). https:\/\/doi.org\/10.1155\/2015\/971908 . http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC4464001\/","journal-title":"Computational Intelligence and Neuroscience"},{"issue":"1","key":"8_CR7","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1007\/s12652-015-0334-3","volume":"8","author":"M Castelli","year":"2017","unstructured":"Castelli, M., Sormani, R., Trujillo, L., Popovic, A.: Predicting per capita violent crimes in urban areas: an artificial intelligence approach. J. Ambient. Intell. Humaniz. Comput. 8(1), 29\u201336 (2017). https:\/\/doi.org\/10.1007\/s12652-015-0334-3","journal-title":"J. Ambient. Intell. Humaniz. Comput."},{"issue":"7","key":"8_CR8","doi-asserted-by":"publisher","first-page":"615","DOI":"10.1002\/spe.379","volume":"31","author":"DY Chen","year":"2001","unstructured":"Chen, D.Y., Chuang, T.R., Tsai, S.C.: JGAP: a java-based graph algorithms platform. Softw. Pract. Exp. 31(7), 615\u2013635 (2001)","journal-title":"Softw. Pract. Exp."},{"issue":"5","key":"8_CR9","doi-asserted-by":"publisher","first-page":"591","DOI":"10.1109\/TEVC.2011.2132725","volume":"15","author":"X Chen","year":"2011","unstructured":"Chen, X., Ong, Y.S., Lim, M.H., Tan, K.C.: A multi-facet survey on memetic computation. IEEE Trans. Evol. Comput. 15(5), 591\u2013607 (2011)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"8_CR10","first-page":"85","volume-title":"GECCO 2012 Evolutionary Computation Software Systems (EvoSoft)","author":"FM Rainville De","year":"2012","unstructured":"De Rainville, F.M., Fortin, F.A., Gardner, M.A., Parizeau, M., Gagne, C.: Deap: a python framework for evolutionary algorithms. In: Wagner, S., Affenzeller, M. (eds.) GECCO 2012 Evolutionary Computation Software Systems (EvoSoft), pp. 85\u201392. ACM, Philadelphia, PA (2012). https:\/\/doi.org\/10.1145\/2330784.2330799"},{"key":"8_CR11","first-page":"110","volume-title":"Proceedings of the 11th European Conference on Genetic Programming, EuroGP 2008. Lecture Notes in Computer Science","author":"S Dignum","year":"2008","unstructured":"Dignum, S., Poli, R.: Operator equalisation and bloat free GP. In: O\u2019Neill, M., Vanneschi, L., Gustafson, S., Esparcia Alcazar, A.I., De Falco, I., Della Cioppa, A., Tarantino, E. (eds.) Proceedings of the 11th European Conference on Genetic Programming, EuroGP 2008. Lecture Notes in Computer Science, vol. 4971, pp. 110\u2013121. Springer, Naples (2008). https:\/\/doi.org\/10.1007\/978-3-540-78671-9_10"},{"issue":"3","key":"8_CR12","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1162\/106365601750406028","volume":"9","author":"M Emmerich","year":"2001","unstructured":"Emmerich, M., Gr\u00f6tzner, M., Sch\u00fctz, M.: Design of graph-based evolutionary algorithms: a case study for chemical process networks. Evol. Comput. 9(3), 329\u2013354 (2001)","journal-title":"Evol. Comput."},{"key":"8_CR13","unstructured":"Gagn\u00e9, C., Parizeau, M.: Open BEAGLE: A new C++ evolutionary computation framework. In: Langdon, W.B., Cant\u00fa-Paz, E., Mathias, K., Roy, R., Davis, D., Poli, R., Balakrishnan, K., V. Honavar, G. Rudolph, J. Wegener, L. Bull, M.A. Potter, A.C. Schultz, J.F. Miller, E. Burke, N. Jonoska (eds.) GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, p. 888. Morgan Kaufmann Publishers, New York (2002). http:\/\/www.cs.bham.ac.uk\/~wbl\/biblio\/gecco2002\/GP272.pdf"},{"key":"8_CR14","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1109\/CEC.2013.6557598","volume-title":"2013 IEEE Conference on Evolutionary Computation","author":"M Graff","year":"2013","unstructured":"Graff, M., Pena, R., Medina, A.: Wind speed forecasting using genetic programming. In: de la Fraga, L.G. (ed.) 2013 IEEE Conference on Evolutionary Computation, vol. 1, pp. 408\u2013415. Cancun, Mexico (2013). https:\/\/doi.org\/10.1109\/CEC.2013.6557598"},{"key":"8_CR15","first-page":"231","volume-title":"Lecture Notes in Computer Science","author":"M. Keijzer","year":"2002","unstructured":"Keijzer, M., Merelo, J.J., Romero, G., Schoenauer, M.: Evolving objects: a general purpose evolutionary computation library. In: EA-01, Evolution Artificielle, 5th International Conference in Evolutionary Algorithms, pp. 231\u2013244 (2001). http:\/\/www.lri.fr\/~marc\/EO\/EO-EA01.ps.gz"},{"key":"8_CR16","doi-asserted-by":"crossref","unstructured":"Kommenda, M., Kronberger, G., Winkler, S., Affenzeller, M., Wagner, S.: Effects of constant optimization by nonlinear least squares minimization in symbolic regression. In: Proceedings of the 15th Annual Conference Companion on Genetic and Evolutionary Computation, pp. 1121\u20131128. ACM, New York (2013)","DOI":"10.1145\/2464576.2482691"},{"key":"8_CR17","volume-title":"Genetic Programming: On the Programming of Computers by Means of Natural Selection","author":"JR Koza","year":"1992","unstructured":"Koza, J.R.: Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge, MA (1992). http:\/\/mitpress.mit.edu\/books\/genetic-programming"},{"issue":"3-4","key":"8_CR18","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1007\/s10710-010-9112-3","volume":"11","author":"John R. Koza","year":"2010","unstructured":"Koza, J.R.: Human-competitive results produced by genetic programming. Genet. Program. Evolvable Mach. 11(3\/4), 251\u2013284 (2010). https:\/\/doi.org\/10.1007\/s10710-010-9112-3 . http:\/\/citeseerx.ist.psu.edu\/viewdoc\/summary?doi=10.1.1.297.6227 . Tenth Anniversary Issue: Progress in Genetic Programming and Evolvable Machines","journal-title":"Genetic Programming and Evolvable Machines"},{"key":"8_CR19","first-page":"37","volume-title":"Genetic Programming Theory and Practice XII, Genetic and Evolutionary Computation","author":"W Cava La","year":"2014","unstructured":"La Cava, W., Spector, L.: Inheritable epigenetics in genetic programming. In: Riolo, R., Worzel, W.P., Kotanchek, M. (eds.) Genetic Programming Theory and Practice XII, Genetic and Evolutionary Computation, pp. 37\u201351. Springer, Ann Arbor (2014). https:\/\/doi.org\/10.1007\/978-3-319-16030-6_3"},{"key":"8_CR20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-04726-2","volume-title":"Foundations of Genetic Programming","author":"William B. Langdon","year":"2002","unstructured":"Langdon, W.B., Poli, R.: Foundations of Genetic Programming. Springer, Berlin (2002). https:\/\/doi.org\/10.1007\/978-3-662-04726-2 . http:\/\/www.cs.ucl.ac.uk\/staff\/W.Langdon\/FOGP\/"},{"issue":"1","key":"8_CR21","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1109\/TEVC.2009.2024143","volume":"14","author":"A Lara","year":"2010","unstructured":"Lara, A., Sanchez, G., Coello, C.A.C., Schutze, O.: Hcs: A new local search strategy for memetic multiobjective evolutionary algorithms. IEEE Trans. Evol. Comput. 14(1), 112\u2013132 (2010)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"8_CR22","doi-asserted-by":"crossref","unstructured":"Lohmann, R.: Application of evolution strategy in parallel populations. In: International Conference on Parallel Problem Solving from Nature, pp. 198\u2013208. Springer, Berlin (1990)","DOI":"10.1007\/BFb0029753"},{"key":"8_CR23","first-page":"235","volume-title":"Genetic and Evolutionary Computation","author":"Trent McConaghy","year":"2011","unstructured":"McConaghy, T.: Ffx: fast, scalable, deterministic symbolic regression technology. In: Riolo, R., Vladislavleva, E., Moore, J.H. (eds.) Genetic Programming Theory and Practice IX, Genetic and Evolutionary Computation, chap. 13, pp. 235\u2013260. Springer, Ann Arbor (2011). https:\/\/doi.org\/10.1007\/978-1-4614-1770-5_13 . http:\/\/trent.st\/content\/2011-GPTP-FFX-paper.pdf"},{"key":"8_CR24","first-page":"21","volume-title":"Lecture Notes in Computer Science","author":"Alberto Moraglio","year":"2012","unstructured":"Moraglio, A., Krawiec, K., Johnson, C.G.: Geometric semantic genetic programming. In: International Conference on Parallel Problem Solving from Nature, pp. 21\u201331. Springer, Berlin (2012)"},{"key":"8_CR25","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-23247-3","volume-title":"Handbook of Memetic Algorithms","author":"F Neri","year":"2012","unstructured":"Neri, F., Cotta, C., Moscato, P.: Handbook of Memetic Algorithms, vol. 379. Springer, Berlin (2012)"},{"issue":"7","key":"8_CR26","doi-asserted-by":"publisher","first-page":"484","DOI":"10.1016\/j.imavis.2011.03.004","volume":"29","author":"Gustavo Olague","year":"2011","unstructured":"Olague, G., Trujillo, L.: Evolutionary-computer-assisted design of image operators that detect interest points using genetic programming. Image Vis. Comput. 29(7), 484\u2013498 (2011). https:\/\/doi.org\/10.1016\/j.imavis.2011.03.004 . http:\/\/www.sciencedirect.com\/science\/article\/B6V09-52GXV83-1\/2\/1462102339b445428fa4f2702939a41e","journal-title":"Image and Vision Computing"},{"key":"8_CR27","unstructured":"Ortigosa, I., Lopez, R., Garcia, J.: A neural networks approach to residuary resistance of sailing yachts prediction. In: Proceedings of the International Conference on Marine Engineering MARINE, vol. 2007, p. 250 (2007)"},{"key":"8_CR28","unstructured":"Poli, R.: TinyGP. See TinyGP GECCO 2004 competition at http:\/\/cswww.essex.ac.uk\/staff\/sml\/gecco\/TinyGP.html (2004)"},{"issue":"1","key":"8_CR29","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1162\/106365603321829005","volume":"11","author":"Riccardo Poli","year":"2003","unstructured":"Poli, R., McPhee, N.F.: General schema theory for genetic programming with subtree-swapping crossover: Part I. Evol. Comput. 11(1), 53\u201366 (2003). https:\/\/doi.org\/10.1162\/106365603321829005 . http:\/\/cswww.essex.ac.uk\/staff\/rpoli\/papers\/ecj2003partI.pdf","journal-title":"Evolutionary Computation"},{"issue":"2","key":"8_CR30","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1162\/106365603766646825","volume":"11","author":"Riccardo Poli","year":"2003","unstructured":"Poli, R., McPhee, N.F.: General schema theory for genetic programming with subtree-swapping crossover: Part II. Evol. Comput. 11(2), 169\u2013206 (2003). https:\/\/doi.org\/10.1162\/106365603766646825 . http:\/\/cswww.essex.ac.uk\/staff\/rpoli\/papers\/ecj2003partII.pdf","journal-title":"Evolutionary Computation"},{"key":"8_CR31","unstructured":"Poli, R., McPhee, N.: Parsimony pressure made easy. In: Keijzer, M., Antoniol, G., Congdon, C.B., Deb, K., Doerr, B., Hansen, N., Holmes, J.H., Hornby, G.S., Howard, D., Kennedy, J., Kumar, S., Lobo, F.G., Miller, J.F., Moore, J., Neumann, F., Pelikan, M., Pollack, J., Sastry, K., Stanley, K., Stoica, A., Talbi, E.G., Wegener, I. (eds.) GECCO \u201908: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation, pp. 1267\u20131274. ACM, Atlanta (2008). https:\/\/doi.org\/10.1145\/1389095.1389340 . http:\/\/www.cs.bham.ac.uk\/~wbl\/biblio\/gecco2008\/docs\/p1267.pdf"},{"key":"8_CR32","unstructured":"Punch, B., Zongker, D.: LiL-GP 1.1. a genetic programming system (1998)"},{"key":"8_CR33","doi-asserted-by":"publisher","first-page":"236","DOI":"10.1016\/B978-1-55860-307-3.50037-X","volume-title":"Machine Learning Proceedings 1993","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: Combining instance-based and model-based learning. In: Proceedings of the Tenth International Conference on Machine Learning, pp. 236\u2013243 (1993)"},{"key":"8_CR34","doi-asserted-by":"crossref","unstructured":"Silva, S.: Reassembling operator equalisation: a secret revealed. In: Krasnogor, N., Lanzi, P.L., Engelbrecht, A., Pelta, D., Gershenson, C., Squillero, G., Freitas, A., Ritchie, M., Preuss, M., Gagne, C., Ong, Y.S., Raidl, G., Gallager, M., Lozano, J., Coello-Coello, C., Silva, D.L., Hansen, N., Meyer-Nieberg, S., Smith, J., Eiben, G., Bernado-Mansilla, E., Browne, W., Spector, L., Yu, T., Clune, J., Hornby, G., Wong, M.L., Collet, P., Gustafson, S., Watson, J.P., Sipper, M., Poulding, S., Ochoa, G., Schoenauer, M., Witt, C., Auger A. (eds.) GECCO \u201911: Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation, pp. 1395\u20131402. ACM, Dublin (2011) https:\/\/doi.org\/10.1145\/2001576.2001764","DOI":"10.1145\/2001576.2001764"},{"key":"8_CR35","unstructured":"Silva, S., Almeida, J.: Gplab-a genetic programming toolbox for matlab. In: Proceedings of the Nordic MATLAB Conference, pp. 273\u2013278 (2003)"},{"issue":"2","key":"8_CR36","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1007\/s10710-008-9075-9","volume":"10","author":"S Silva","year":"2009","unstructured":"Silva, S., Costa, E.: Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories. Genetic Program. Evolvable Mach. 10(2), 141\u2013179 (2009). https:\/\/doi.org\/10.1007\/s10710-008-9075-9","journal-title":"Genetic Program. Evolvable Mach."},{"key":"8_CR37","first-page":"211","volume-title":"Genetic Programming Theory and Practice IX, Genetic and Evolutionary Computation, chap. 12","author":"S Silva","year":"2011","unstructured":"Silva, S., Vanneschi, L.: The importance of being flat-studying the program length distributions of operator equalisation. In: Riolo, R., Vladislavleva, E., Moore J.H. (eds.) Genetic Programming Theory and Practice IX, Genetic and Evolutionary Computation, chap. 12, pp. 211\u2013233. Springer, Ann Arbor (2011). https:\/\/doi.org\/10.1007\/978-1-4614-1770-5_12"},{"issue":"2","key":"8_CR38","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1007\/s10710-011-9150-5","volume":"13","author":"S Silva","year":"2012","unstructured":"Silva, S., Dignum, S., Vanneschi, L.: Operator equalisation for bloat free genetic programming and a survey of bloat control methods. Genetic Programming and Evolvable Machines 13(2), 197\u2013238 (2012). https:\/\/doi.org\/10.1007\/s10710-011-9150-5","journal-title":"Genetic Programming and Evolvable Machines"},{"issue":"2","key":"8_CR39","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1162\/106365602320169811","volume":"10","author":"KO Stanley","year":"2002","unstructured":"Stanley, K.O., Miikkulainen, R.: Evolving neural networks through augmenting topologies. Evol. Comput. 10(2), 99\u2013127 (2002)","journal-title":"Evol. Comput."},{"key":"8_CR40","first-page":"155","volume-title":"Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001)","author":"A Topchy","year":"2001","unstructured":"Topchy, A., Punch, W.F.: Faster genetic programming based on local gradient search of numeric leaf values. In: Spector, L., Goodman, E.D., Wu, A., Langdon, W.B., Voigt, H.M., Gen, M., Sen, S., Dorigo, M., Pezeshk, S., Garzon, M.H., Burke E. (eds.) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pp. 155\u2013162. Morgan Kaufmann, San Francisco, CA (2001). http:\/\/garage.cse.msu.edu\/papers\/GARAGe01-07-01.pdf"},{"key":"8_CR41","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/j.ins.2012.04.043","volume":"209","author":"Leonardo Trujillo","year":"2012","unstructured":"Trujillo, L., Legrand, P., Olague, G., Levy-Vehel, J.: Evolving estimators of the pointwise hoelder exponent with genetic programming. Inf. Sci. 209, 61\u201379 (2012). https:\/\/doi.org\/10.1016\/j.ins.2012.04.043 . http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0020025512003386","journal-title":"Information Sciences"},{"key":"8_CR42","first-page":"174","volume-title":"17th European Conference on Genetic Programming. Lecture Notes in Computer Science","author":"L Trujillo","year":"2014","unstructured":"Trujillo, L., Munoz, L., Naredo, E., Martinez, Y.: Neat, there\u2019s no bloat. In: Nicolau, M., Krawiec, K., Heywood, M.I., Castelli, M., Garcia-Sanchez, P., Merelo, J.J., Rivas Santos, V.M., Sim K. (eds.) 17th European Conference on Genetic Programming. Lecture Notes in Computer Science, vol. 8599, pp. 174\u2013185. Springer, Granada (2014). https:\/\/doi.org\/10.1007\/978-3-662-44303-3_15"},{"key":"8_CR43","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1016\/j.ins.2015.11.010","volume":"333","author":"Leonardo Trujillo","year":"2016","unstructured":"Trujillo, L., Munoz, L., Galvan-Lopez, E., Silva, S.: Neat genetic programming: controlling bloat naturally. Inf. Sci. 333, 21\u201343 (2016). https:\/\/doi.org\/10.1016\/j.ins.2015.11.010 . http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0020025515008038","journal-title":"Information Sciences"},{"key":"8_CR44","doi-asserted-by":"publisher","first-page":"560","DOI":"10.1016\/j.enbuild.2012.03.003","volume":"49","author":"A Tsanas","year":"2012","unstructured":"Tsanas, A., Xifara, A.: Accurate quantitative estimation of energy performance of residential buildings using statistical machine learning tools. Energy Build. 49, 560\u2013567 (2012)","journal-title":"Energy Build."},{"issue":"2","key":"8_CR45","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1007\/s10710-013-9210-0","volume":"15","author":"Leonardo Vanneschi","year":"2014","unstructured":"Vanneschi, L., Castelli, M., Silva, S.: A survey of semantic methods in genetic programming. Genetic Program. Evolvable Mach. 15(2), 195\u2013214 (2014). https:\/\/doi.org\/10.1007\/s10710-013-9210-0 . http:\/\/link.springer.com\/article\/10.1007\/s10710-013-9210-0","journal-title":"Genetic Programming and Evolvable Machines"},{"key":"8_CR46","unstructured":"Wagner, S., Affenzeller, M.: Heuristiclab: A generic and extensible optimization environment. In: Adaptive and Natural Computing Algorithms, pp. 538\u2013541. Springer, Berlin, (2005)"},{"issue":"1","key":"8_CR47","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1007\/s10710-011-9148-z","volume":"13","author":"DR White","year":"2012","unstructured":"White, D.R.: Software review: the ECJ toolkit. Genet. Program. Evolvable Mach. 13(1), 65\u201367 (2012). https:\/\/doi.org\/10.1007\/s10710-011-9148-z","journal-title":"Genet. Program. Evolvable Mach."},{"key":"8_CR48","doi-asserted-by":"crossref","unstructured":"Worm, T., Chiu, K.: Prioritized grammar enumeration: symbolic regression by dynamic programming. In: Blum, C., Alba, E., Auger, A., Bacardit, J., Bongard, J., Branke, J., Bredeche, N., Brockhoff, D., Chicano, F., Dorin, A., Doursat, R., Ekart, A., Friedrich, T., Giacobini, M., Harman, M., Iba, H., Igel, C., Jansen, T., Kovacs, T., Kowaliw, T., Lopez-Ibanez, M., Lozano, J.A., Luque, G., McCall, J., Moraglio, A., Motsinger-Reif, A., Neumann, F., Ochoa, G., Olague, G., Ong, Y.S., Palmer, M.E., Pappa, G.L., Parsopoulos, K.E., Schmickl, T., Smith, S.L., Solnon, C., Stuetzle, T., Talbi, E.G., Tauritz, D., Vanneschi L. (eds.) GECCO \u201913: Proceeding of the Fifteenth Annual Conference on Genetic and Evolutionary Computation Conference, pp. 1021\u20131028. ACM, Amsterdam (2013). https:\/\/doi.org\/10.1145\/2463372.2463486","DOI":"10.1145\/2463372.2463486"},{"key":"8_CR49","first-page":"213","volume-title":"Advances in Intelligent Systems and Computing","author":"Emigdio Z-Flores","year":"2014","unstructured":"Z-Flores, E., Trujillo, L., Schuetze, O., Legrand, P.: Evaluating the effects of local search in genetic programming. In: Tantar, A.A., Tantar, E., Sun, J.Q., Zhang, W., Ding, Q., Schuetze, O., Emmerich, M., Legrand, P., Del Moral, P., Coello Coello, C.A. (eds.) EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V. Advances in Intelligent Systems and Computing, vol. 288, pp. 213\u2013228. Springer, Peking (2014). https:\/\/doi.org\/10.1007\/978-3-319-07494-8_15 . https:\/\/hal.inria.fr\/hal-01060315"},{"key":"8_CR50","unstructured":"Z-Flores, E., Trujillo, L., Schuetze, O., Legrand, P.: A local search approach to genetic programming for binary classification. In: Silva, S., Esparcia-Alcazar, A.I., Lopez-Ibanez, M., Mostaghim, S., Timmis, J., Zarges, C., Correia, L., Soule, T., Giacobini, M., Urbanowicz, R., Akimoto, Y., Glasmachers, T., Fernandez de Vega, F., Hoover, A., Larranaga, P., Soto, M., Cotta, C., Pereira, F.B., Handl, J., Koutnik, J., Gaspar-Cunha, A., Trautmann, H., Mouret, J.B., Risi, S., Costa, E., Schuetze, O., Krawiec, K., Moraglio, A., Miller, J.F., Widera, P., Cagnoni, S., Merelo, J., Hart, E., Trujillo, L., Kessentini, M., Ochoa, G., Chicano, F., Doerr, C. (eds.) GECCO \u201915: Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation, pp. 1151\u20131158. ACM, Madrid (2015). http:\/\/doi.acm.org\/10.1145\/2739480.2754797"},{"key":"8_CR51","first-page":"399","volume-title":"Lecture Notes in Computer Science","author":"Mengjie Zhang","year":"2004","unstructured":"Zhang, M., Smart, W.: Genetic programming with gradient descent search for multiclass object classification. In: Keijzer, M., O\u2019Reilly, U.M., Lucas, S.M., Costa, E., Soule T. (eds.) Genetic Programming 7th European Conference, EuroGP 2004, Proceedings, Lecture Notes in Computer Science, vol. 3003, pp. 399\u2013408. Springer, Coimbra (2004). https:\/\/doi.org\/10.1007\/978-3-540-24650-3_38 . http:\/\/www.springerlink.com\/openurl.asp?genre=article&issn=0302-9743&volume=3003&spage=399"}],"container-title":["Genetic and Evolutionary Computation","Genetic Programming Theory and Practice XIV"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-97088-2_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,27]],"date-time":"2019-10-27T14:05:30Z","timestamp":1572185130000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-97088-2_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319970875","9783319970882"],"references-count":51,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-97088-2_8","relation":{},"ISSN":["1932-0167"],"issn-type":[{"value":"1932-0167","type":"print"}],"subject":[],"published":{"date-parts":[[2018]]}}}