{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T15:08:00Z","timestamp":1743001680085,"version":"3.40.3"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030729035"},{"type":"electronic","value":"9783030729042"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","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":[[2021]]},"DOI":"10.1007\/978-3-030-72904-2_2","type":"book-chapter","created":{"date-parts":[[2021,3,26]],"date-time":"2021-03-26T11:03:03Z","timestamp":1616756583000},"page":"17-33","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Hybridization of Racing Methods with Evolutionary Operators for Simulation Optimization of Traffic Lights Programs"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2346-2198","authenticated-orcid":false,"given":"Christian","family":"Cintrano","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1074-0139","authenticated-orcid":false,"given":"Javier","family":"Ferrer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9974-1295","authenticated-orcid":false,"given":"Manuel","family":"L\u00f3pez-Ib\u00e1\u00f1ez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5520-8875","authenticated-orcid":false,"given":"Enrique","family":"Alba","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,3,27]]},"reference":[{"key":"2_CR1","unstructured":"Behrisch, M., Bieker, L., Erdmann, J., Krajzewicz, D.: SUMO - simulation of urban mobility: an overview. In: SIMUL 2011, The Third International Conference on Advances in System Simulation, ThinkMind, Barcelona, Spain, pp. 63\u201368 (2011)"},{"key":"2_CR2","doi-asserted-by":"publisher","unstructured":"Blum, C., Raidl, G.R.: Hybrid metaheuristics-powerful tools for optimization. In: Artificial Intelligence: Foundations, Theory, and Algorithm. Springer, Heidelberg (2016). https:\/\/doi.org\/10.1007\/978-3-319-30883-8","DOI":"10.1007\/978-3-319-30883-8"},{"key":"2_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1007\/978-3-319-39595-1_15","volume-title":"Smart Cities","author":"Y Bravo","year":"2016","unstructured":"Bravo, Y., Ferrer, J., Luque, G., Alba, E.: Smart mobility by optimizing the traffic lights: a new tool for traffic control centers. In: Alba, E., Chicano, F., Luque, G. (eds.) Smart-CT 2016. LNCS, vol. 9704, pp. 147\u2013156. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-39595-1_15"},{"key":"2_CR4","doi-asserted-by":"publisher","unstructured":"Deb, K., Agrawal, S.: A niched-penalty approach for constraint handling in genetic algorithms. In: Dobnikar, A., Steele, N.C., Pearson, D.W., Albrecht, R.F. (eds.) Artificial Neural Nets and Genetic Algorithms (ICANNGA-99), pp. 235\u2013243. Springer, Vienna (1999). https:\/\/doi.org\/10.1007\/978-3-7091-6384-9_40","DOI":"10.1007\/978-3-7091-6384-9_40"},{"key":"2_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2016\/3871046","volume":"2016","author":"J Ferrer","year":"2016","unstructured":"Ferrer, J., Garc\u00eda-Nieto, J., Alba, E., Chicano, F.: Intelligent testing of traffic light programs: validation in smart mobility scenarios. Math. Probl. Eng. 2016, 1\u201319 (2016)","journal-title":"Math. Probl. Eng."},{"key":"2_CR6","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1016\/j.asoc.2019.03.016","volume":"78","author":"J Ferrer","year":"2019","unstructured":"Ferrer, J., L\u00f3pez-Ib\u00e1\u00f1ez, M., Alba, E.: Reliable simulation-optimization of traffic lights in a real-world city. Appl. Soft Comput. 78, 697\u2013711 (2019)","journal-title":"Appl. Soft Comput."},{"issue":"2","key":"2_CR7","doi-asserted-by":"publisher","first-page":"274","DOI":"10.1016\/j.engappai.2011.04.011","volume":"25","author":"J Garc\u00eda-Nieto","year":"2012","unstructured":"Garc\u00eda-Nieto, J., Alba, E., Olivera, A.C.: Swarm intelligence for traffic light scheduling: application to real urban areas. Eng. Appl. Artif. Intell. 25(2), 274\u2013283 (2012)","journal-title":"Eng. Appl. Artif. Intell."},{"issue":"6","key":"2_CR8","doi-asserted-by":"publisher","first-page":"823","DOI":"10.1109\/TEVC.2013.2260755","volume":"17","author":"J Garc\u00eda-Nieto","year":"2013","unstructured":"Garc\u00eda-Nieto, J., Olivera, A.C., Alba, E.: Optimal cycle program of traffic lights with particle swarm optimization. IEEE Trans. Evol. Comput. 17(6), 823\u2013839 (2013)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"2_CR9","doi-asserted-by":"crossref","unstructured":"Heidrich-Meisner, V., Igel, C.: Hoeffding and Bernstein races for selecting policies in evolutionary direct policy search. In: Danyluk, A.P., Bottou, L., Littman, M.L. (eds.) Proceedings of the 26th International Conference on Machine Learning, ICML 2009, pp. 401\u2013408. ACM Press, New York (2009)","DOI":"10.1145\/1553374.1553426"},{"issue":"3\u20134","key":"2_CR10","first-page":"128","volume":"5","author":"D Krajzewicz","year":"2012","unstructured":"Krajzewicz, D., Erdmann, J., Behrisch, M., Bieker, L.: Recent development and applications of SUMO - Simulation of Urban MObility. Int. J. Adv. Syst. Meas. 5(3\u20134), 128\u2013138 (2012)","journal-title":"Int. J. Adv. Syst. Meas."},{"key":"2_CR11","first-page":"43","volume":"3","author":"M L\u00f3pez-Ib\u00e1\u00f1ez","year":"2016","unstructured":"L\u00f3pez-Ib\u00e1\u00f1ez, M., Dubois-Lacoste, J., P\u00e9rez C\u00e1ceres, L., St\u00fctzle, T., Birattari, M.: The irace package: iterated racing for automatic algorithm configuration. Oper. Res. Perspect. 3, 43\u201358 (2016)","journal-title":"Oper. Res. Perspect."},{"key":"2_CR12","doi-asserted-by":"crossref","unstructured":"Nebro, A.J., Durillo, J.J., Vergne, M.: Redesigning the jMetal multi-objective optimization framework. In: Laredo, J.L.J., Silva, S., Esparcia-Alc\u00e1zar, A.I. (eds.) GECCO (Companion), pp. 1093\u20131100. ACM Press, New York (2015)","DOI":"10.1145\/2739482.2768462"},{"key":"2_CR13","doi-asserted-by":"publisher","first-page":"472","DOI":"10.1016\/j.asoc.2018.05.044","volume":"70","author":"M P\u00e9res","year":"2018","unstructured":"P\u00e9res, M., Ruiz, G., Nesmachnow, S., Olivera, A.C.: Multiobjective evolutionary optimization of traffic flow and pollution in Montevideo Uruguay. Appl. Soft Comput. 70, 472\u2013485 (2018)","journal-title":"Appl. Soft Comput."},{"key":"2_CR14","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1007\/3-540-31306-0","volume-title":"Differential Evolution: A Practical Approach to Global Optimization","author":"K Price","year":"2005","unstructured":"Price, K., Storn, R.M., Lampinen, J.A.: Differential Evolution: A Practical Approach to Global Optimization, p. 539. Springer, Heidelberg (2005). https:\/\/doi.org\/10.1007\/3-540-31306-0"},{"issue":"1","key":"2_CR15","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1109\/TEVC.2007.892765","volume":"12","author":"J S\u00e1nchez","year":"2008","unstructured":"S\u00e1nchez, J., Gal\u00e1n, M., Rubio, E.: Applying a traffic lights evolutionary optimization technique to a real case: \u201cLas Ramblas\u201d area in Santa Cruz de Tenerife. IEEE Trans. Evol. Comput. 12(1), 25\u201340 (2008)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"S\u00e1nchez-Medina, J.J., Gal\u00e1n-Moreno, M.J., Rubio-Royo, E.: Traffic signal optimization in \u201cLa Almozara\u201d district in Saragossa under congestion conditions, using genetic algorithms, traffic microsimulation, and cluster computing. IEEE Trans. Intell. Transp. Syst. 11(1), 132\u2013141 (2010). ISSN 1524-9050","DOI":"10.1109\/TITS.2009.2034383"},{"key":"2_CR17","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1016\/j.asoc.2014.07.014","volume":"24","author":"DH Stolfi","year":"2014","unstructured":"Stolfi, D.H., Alba, E.: Red swarm: reducing travel times in smart cities by using bio-inspired algorithms. Appl. Soft Comput. 24, 181\u2013195 (2014)","journal-title":"Appl. Soft Comput."},{"key":"2_CR18","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"332","DOI":"10.1007\/978-3-319-24598-0_30","volume-title":"Advances in Artificial Intelligence","author":"DH Stolfi","year":"2015","unstructured":"Stolfi, D.H., Alba, E.: An evolutionary algorithm to generate real urban traffic flows. In: Puerta, J., et al. (eds.) CAEPIA 2015. LNCS (LNAI), vol. 9422, pp. 332\u2013343. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-24598-0_30"},{"key":"2_CR19","unstructured":"Syswerda, G.: Uniform crossover in genetic algorithms. In: Schaffer, J.D. (ed.) Proceedings of the Third International Conference on Genetic Algorithms, pp. 2\u20139. Morgan Kaufmann Publishers, San Mateo (1989)"},{"issue":"1","key":"2_CR20","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1111\/j.1467-8667.2006.00468.x","volume":"22","author":"F Teklu","year":"2007","unstructured":"Teklu, F., Sumalee, A., Watling, D.: A genetic algorithm approach for optimizing traffic control signals considering routing. Comput. Aided Civ. Infrastruct. Eng. 22(1), 31\u201343 (2007)","journal-title":"Comput. Aided Civ. Infrastruct. Eng."},{"key":"2_CR21","doi-asserted-by":"crossref","unstructured":"Teo, K.T.K., Kow, W.Y., Chin, Y.K.: Optimization of traffic flow within an urban traffic light intersection with genetic algorithm. In: Proceedings - 2nd International Conference on Computational Intelligence, Modelling and Simulation, CIMSim 2010, pp. 172\u2013177. IEEE Press (2010)","DOI":"10.1109\/CIMSiM.2010.95"},{"issue":"2","key":"2_CR22","first-page":"101","volume":"25","author":"A Vargha","year":"2000","unstructured":"Vargha, A., Delaney, H.D.: A critique and improvement of the CL common language effect size statistics of McGraw and Wong. J. Educ. Behav. Stat. 25(2), 101\u2013132 (2000)","journal-title":"J. Educ. Behav. Stat."},{"issue":"5","key":"2_CR23","doi-asserted-by":"publisher","first-page":"945","DOI":"10.1109\/TEVC.2009.2014613","volume":"13","author":"J Zhang","year":"2009","unstructured":"Zhang, J., Sanderson, A.C.: JADE: adaptive differential evolution with optional external archive. IEEE Trans. Evol. Comput. 13(5), 945\u2013958 (2009)","journal-title":"IEEE Trans. Evol. Comput."}],"container-title":["Lecture Notes in Computer Science","Evolutionary Computation in Combinatorial Optimization"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-72904-2_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,31]],"date-time":"2021-03-31T23:04:55Z","timestamp":1617231895000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-72904-2_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030729035","9783030729042"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-72904-2_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"27 March 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"EvoCOP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Evolutionary Computation in Combinatorial Optimization (Part of EvoStar)","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 April 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 April 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"evocop2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.evostar.org\/2021\/evocop\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}