{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T22:55:19Z","timestamp":1742943319296,"version":"3.40.3"},"publisher-location":"Cham","reference-count":30,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319263915"},{"type":"electronic","value":"9783319263939"}],"license":[{"start":{"date-parts":[[2015,11,25]],"date-time":"2015-11-25T00:00:00Z","timestamp":1448409600000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-26393-9_6","type":"book-chapter","created":{"date-parts":[[2015,11,29]],"date-time":"2015-11-29T13:39:13Z","timestamp":1448804353000},"page":"79-95","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["A Statistical Approach to Dealing with Noisy Fitness in Evolutionary Algorithms"],"prefix":"10.1007","author":[{"given":"J. J.","family":"Merelo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zeineb","family":"Chelly","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio","family":"Mora","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio","family":"Fern\u00e1ndez-Ares","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anna I.","family":"Esparcia-Alc\u00e1zar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carlos","family":"Cotta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P.","family":"de las Cuevas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nuria","family":"Rico","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,11,25]]},"reference":[{"key":"6_CR1","doi-asserted-by":"publisher","first-page":"1007","DOI":"10.1007\/s11390-012-1281-5","volume":"27","author":"AM Mora","year":"2012","unstructured":"Mora, A.M., Fern\u00e1ndez-Ares, A., Merelo-Guerv\u00f3s, J.J., Garc\u00eda-S\u00e1nchez, P., Fernandes, C.M.: Effect of noisy fitness in real-time strategy games player behaviour optimisation using evolutionary algorithms. J. Comput. Sci. Technol. 27, 1007\u20131023 (2012)","journal-title":"J. Comput. Sci. Technol."},{"key":"6_CR2","unstructured":"Garc\u00eda-Ortega, R.H., Garc\u00eda-S\u00e1nchez, P., Merelo, J.J.: Emerging archetypes in massive artificial societies for literary purposes using genetic algorithms. ArXiv e-prints (2014). http:\/\/adsabs.harvard.edu\/abs\/2014arXiv1403.3084G"},{"key":"6_CR3","unstructured":"Castillo, P.A., Gonz\u00e1lez, J., Merelo-Guerv\u00f3s, J.J., Prieto, A., Rivas, V., Romero, G.: G-Prop-III: global optimization of multilayer perceptrons using an evolutionary algorithm. In: GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, p. 942 (1999)"},{"issue":"3","key":"6_CR4","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1109\/TEVC.2005.846356","volume":"9","author":"Y. Jin","year":"2005","unstructured":"Jin, Y., Branke, J.: Evolutionary optimization in uncertain environments\u2014a survey. IEEE Trans. Evol. Comput. 9, 303\u2013317 (2005). (cited By (since 1996) 576)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"6_CR5","doi-asserted-by":"crossref","unstructured":"Merelo, J.J., Castillo, P.A., Mora, A., Fern\u00e1ndez-Ares, A., Esparcia-Alc\u00e1zar, A.I., Cotta, C., Rico, N.: Studying and tackling noisy fitness in evolutionary design of game characters. In: Rosa, A., Merelo, J. J., Filipe, J. (eds.) ECTA 2014\u2014Proceedings of the International Conference on Evolutionary Computation Theory and Applications, pp. 76\u201385 (2014)","DOI":"10.5220\/0005085700760085"},{"key":"6_CR6","doi-asserted-by":"crossref","unstructured":"Merelo-Guerv\u00f3s, J.J., Romero, G., Garc\u00eda-Arenas, M., Castillo, P.A., Mora, A.M., Jim\u00e9nez-Laredo, J.L.: Implementation matters: programming best practices for evolutionary algorithms. [30] 333\u2013340","DOI":"10.1007\/978-3-642-21498-1_42"},{"key":"6_CR7","unstructured":"Qian, C., Yu, Y., Zhou, Z.H.: Analyzing evolutionary optimization in noisy environments. CoRR (2013). abs\/1311.4987"},{"key":"6_CR8","doi-asserted-by":"crossref","unstructured":"Bhattacharya, M., Islam, R., Mahmood, A.: Uncertainty and evolutionary optimization: a novel approach. In: 2014 IEEE 9th Conference on Industrial Electronics and Applications (ICIEA), pp. 988\u2013993 (2014)","DOI":"10.1109\/ICIEA.2014.6931307"},{"key":"6_CR9","doi-asserted-by":"crossref","unstructured":"Qian, C., Yu, Y., Jin, Y., Zhou, Z.H.: On the effectiveness of sampling for evolutionary optimization in noisy environments. In: Bartz-Beielstein, T., Branke, J., Filipic, B., Smith, J. (eds.) Parallel Problem Solving from Nature PPSN XIII. Volume 8672 of Lecture Notes in Computer Science, pp. 302\u2013311. Springer (2014)","DOI":"10.1007\/978-3-319-10762-2_30"},{"key":"6_CR10","doi-asserted-by":"crossref","unstructured":"Mora, A.M., Montoya, R., Merelo, J.J., S\u00e1nchez, P.G., Castillo, P.A., Laredo, J.L.J., Mart\u00ednez, A.I., Espacia, A.: Evolving bots ai in unreal. In: di\u00a0Chio\u00a0C., et al. (ed.) Applications of Evolutionary Computing, Part I. Volume 6024 of Lecture Notes in Computer Science, pp. 170\u2013179. Springer, Istanbul (2010)","DOI":"10.1007\/978-3-642-12239-2_18"},{"key":"6_CR11","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/978-3-662-45523-4_26","volume-title":"Applications of Evolutionary Computation","author":"Federico Liberatore","year":"2014","unstructured":"Liberatore, F., Mora, A.M., Castillo, P.A., Merelo-Guerv\u00f3s, J.J.: Evolving evil: optimizing flocking strategies through genetic algorithms for the ghost team in the game of Ms. Pac-Man. In: Camacho, D., G\u00f3mez-Mart\u00edn, M.A., Gonz\u00e1lez-Calero, P.A. (eds.) Proceedings 1st Congreso de la Sociedad Espa\u00f1ola para las Ciencias del Videojuego, CoSECivi 2014, Barcelona, Spain, June 24, 2014. Volume 1196 of CEUR Workshop Proceedings, pp. 111\u2013116. CEUR-WS.org (2014)"},{"key":"6_CR12","doi-asserted-by":"crossref","unstructured":"Merelo-Guerv\u00f3s, J.J., Prieto, A., Mor\u00e1n, F.: 4. In: Optimization of Classifiers Using Genetic Algorithms, pp. 91\u2013108. MIT press (2001). ISBN: 0262162016. http:\/\/geneura.ugr.es\/pub\/papers\/g-lvq-book.ps.gz","DOI":"10.7551\/mitpress\/1129.003.0006"},{"key":"6_CR13","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1162\/evco.1996.4.2.113","volume":"4","author":"BL Miller","year":"1996","unstructured":"Miller, B.L., Goldberg, D.E.: Genetic algorithms, selection schemes, and the varying effects of noise. Evol. Comput. 4, 113\u2013131 (1996)","journal-title":"Evol. Comput."},{"key":"6_CR14","doi-asserted-by":"publisher","first-page":"6780","DOI":"10.1016\/j.ijleo.2013.05.101","volume":"124","author":"L Jun-hua","year":"2013","unstructured":"Jun-hua, L., Ming, L.: An analysis on convergence and convergence rate estimate of elitist genetic algorithms in noisy environments. Opt. Int. J. Light Electron Opt. 124, 6780\u20136785 (2013)","journal-title":"Opt. Int. J. Light Electron Opt."},{"key":"6_CR15","doi-asserted-by":"crossref","unstructured":"Friedrich, T., K\u00f6tzing, T., Krejca, M., Sutton, A.M.: The Benefit of sex in noisy evolutionary search. ArXiv e-prints (2015)","DOI":"10.1145\/2908961.2930953"},{"key":"6_CR16","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1162\/evco.1994.2.2.97","volume":"2","author":"AN Aizawa","year":"1994","unstructured":"Aizawa, A.N., Wah, B.W.: Scheduling of genetic algorithms in a noisy environment. Evol. Comput. 2, 97\u2013122 (1994)","journal-title":"Evol. Comput."},{"key":"6_CR17","first-page":"940","volume":"12","author":"A Costa","year":"2013","unstructured":"Costa, A., Vargas, P., Tin\u00f3s, R.: Using explicit averaging fitness for studying the behaviour of rats in a maze. Adv. Artif. Life ECAL 12, 940\u2013946 (2013)","journal-title":"Adv. Artif. Life ECAL"},{"key":"6_CR18","doi-asserted-by":"crossref","unstructured":"Liu, J., St-Pierre, D.L., Teytaud, O.: A mathematically derived number of resamplings for noisy optimization. In: Proceedings of the 2014 Conference Companion on Genetic and Evolutionary Computation Companion. GECCO Comp \u201914, New York, pp. 61\u201362. ACM, NY (2014)","DOI":"10.1145\/2598394.2598458"},{"key":"6_CR19","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.swevo.2014.02.004","volume":"17","author":"Juan Rada-Vilela","year":"2014","unstructured":"Rada-Vilela, J., Johnston, M., Zhang, M.: Population statistics for particle swarm optimization: Resampling methods in noisy optimization problems. In: Swarm and Evolutionary Computation (2014, in press)","journal-title":"Swarm and Evolutionary Computation"},{"key":"6_CR20","doi-asserted-by":"crossref","unstructured":"Rakshit, P., Konar, A., Nagar, A.: Artificial bee colony induced multi-objective optimization in presence of noise. In: 2014 IEEE Congress on Evolutionary Computation (CEC), pp. 3176\u20133183 (2014)","DOI":"10.1109\/CEC.2014.6900521"},{"key":"6_CR21","first-page":"318","volume":"1","author":"G Rudolph","year":"2001","unstructured":"Rudolph, G.: A partial order approach to noisy fitness functions. Proc. IEEE Conf. Evol. Comput. ICEC 1, 318\u2013325 (2001)","journal-title":"Proc. IEEE Conf. Evol. Comput. ICEC"},{"key":"6_CR22","doi-asserted-by":"crossref","unstructured":"Cauwet, M.L., Liu, J., Teytaud, O., et\u00a0al.: Algorithm portfolios for noisy optimization: compare solvers early. In: Learning and Intelligent Optimization Conference (2014)","DOI":"10.1007\/978-3-319-09584-4_1"},{"key":"6_CR23","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1007\/s11047-014-9418-9","volume":"13","author":"R Lara-Cabrera","year":"2014","unstructured":"Lara-Cabrera, R., Cotta, C., Fern\u00e1ndez-Leiva, A.J.: On balance and dynamism in procedural content generation with self-adaptive evolutionary algorithms. Nat. Comput. 13, 157\u2013168 (2014)","journal-title":"Nat. Comput."},{"key":"6_CR24","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1007\/978-3-642-21498-1_41","volume-title":"Advances in Computational Intelligence","author":"A. Fern\u00e1ndez-Ares","year":"2011","unstructured":"Fern\u00e1ndez-Ares, A., Mora, A.M., Guerv\u00f3s, J.J.M., Garc\u00eda-S\u00e1nchez, P., Fernandes, C.M.: Optimizing strategy parameters in a game bot [30] 325\u2013332"},{"key":"6_CR25","doi-asserted-by":"publisher","first-page":"80","DOI":"10.2307\/3001968","volume":"1","author":"F Wilcoxon","year":"1945","unstructured":"Wilcoxon, F.: Individual comparisons by ranking methods. Biometrics Bull. 1, 80\u201383 (1945)","journal-title":"Biometrics Bull."},{"key":"6_CR26","unstructured":"Merelo-Guerv\u00f3s, J.J.: Using a Wilcoxon-test based partial order for selection in evolutionary algorithms with noisy fitness. Technical Report, GeNeura Group, University of Granada (2014). http:\/\/dx.doi.org\/10.6084\/m9.figshare.974598"},{"issue":"10","key":"6_CR27","doi-asserted-by":"publisher","first-page":"1091","DOI":"10.1007\/s00500-009-0504-3","volume":"14","author":"Juan Juli\u00e1n Merelo Guerv\u00f3s","year":"2009","unstructured":"Merelo-Guerv\u00f3s, J.J., Castillo, P.A., Alba, E.: Algorithm::Evolutionary, a flexible Perl module for evolutionary computation. Soft Comput. 14, 1091\u20131109 (2010). http:\/\/sl.ugr.es\/000K","journal-title":"Soft Computing"},{"key":"6_CR28","first-page":"98","volume":"2","author":"K Deb","year":"1992","unstructured":"Deb, K., Goldberg, D.E.: Analyzing deception in trap functions. FOGA 2, 98\u2013108 (1992)","journal-title":"FOGA"},{"key":"6_CR29","unstructured":"Goldberg, D.E., Deb, K., Horn, J.: Massive multimodality, deception, and genetic algorithms. In: M\u00e4nner, R., Manderick, B. (eds.) Parallel Problem Solving from Nature, vol. 2, pp. 37\u201348. Elsevier, Amsterdam (1992)"},{"key":"6_CR30","doi-asserted-by":"crossref","unstructured":"Cabestany, J., Rojas, I., Caparr\u00f3s, G.J., (eds.): Advances in Computational Intelligence\u201411th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-M\u00e1laga, Spain, June 8-10, 2011, Proceedings, Part II. IWANN (2). Volume 6692 of Lecture Notes in Computer Science. Springer (2011)","DOI":"10.1007\/978-3-642-21498-1"}],"container-title":["Studies in Computational Intelligence","Computational Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-26393-9_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,26]],"date-time":"2023-12-26T23:02:34Z","timestamp":1703631754000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-26393-9_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,11,25]]},"ISBN":["9783319263915","9783319263939"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-26393-9_6","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2015,11,25]]},"assertion":[{"value":"25 November 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IJCCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Joint Conference on Computational Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Rome","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2014","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 October 2014","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 October 2014","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ijcci2014","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ijcci.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}