{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,6]],"date-time":"2025-10-06T06:00:59Z","timestamp":1759730459729,"version":"3.40.3"},"reference-count":51,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2012,8,15]],"date-time":"2012-08-15T00:00:00Z","timestamp":1344988800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computing"],"published-print":{"date-parts":[[2012,11]]},"DOI":"10.1007\/s00607-012-0205-0","type":"journal-article","created":{"date-parts":[[2012,8,14]],"date-time":"2012-08-14T05:12:59Z","timestamp":1344921179000},"page":"887-914","source":"Crossref","is-referenced-by-count":11,"title":["An optimization algorithm inspired by social creativity systems"],"prefix":"10.1007","volume":"94","author":[{"given":"Roman Anselmo","family":"Mora-Guti\u00e9rrez","sequence":"first","affiliation":[]},{"given":"Javier","family":"Ram\u00edrez-Rodr\u00edguez","sequence":"additional","affiliation":[]},{"given":"Eric Alfredo","family":"Rinc\u00f3n-Garc\u00eda","sequence":"additional","affiliation":[]},{"given":"Antonin","family":"Ponsich","sequence":"additional","affiliation":[]},{"given":"Oscar","family":"Herrera","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2012,8,15]]},"reference":[{"key":"205_CR1","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1007\/s10898-004-9972-2","volume":"31","author":"MM Ali","year":"2005","unstructured":"Ali MM, Khompatraporn C, Zabinsky ZB (2005) A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems. J Global Optim 31:635\u2013672","journal-title":"J Global Optim"},{"key":"205_CR2","unstructured":"Berg S (2007) Alfred\u2019s essentials of Jazz theory: a complete self-study course for all musicians. Alfred Publishing"},{"key":"205_CR3","doi-asserted-by":"crossref","unstructured":"Bersini H, Dorigo M, Langerman S, Seront G, Gambardella LM (1996) Results of the first international contest on evolutionary optimisation (1st iceo). In: International conference on evolutionary computation, pp 611\u2013615. http:\/\/dblp.uni-trier.de","DOI":"10.1109\/ICEC.1996.542670"},{"key":"205_CR4","unstructured":"Biles JA (1994) Genjam: a genetic algorithm for generating jazz solos. In: International computer music conference. Aarhus, Denmark. International Computer Music Association, pp 131\u2013137"},{"key":"205_CR5","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-00483-4","volume-title":"Tuning metaheuristics: a machine learning perspective","author":"M Birattari","year":"2009","unstructured":"Birattari M (2009) Tuning metaheuristics: a machine learning perspective. Springer, Berlin"},{"key":"205_CR6","volume-title":"El pensamiento pr\u00e1ctico","author":"E Bono de","year":"1993","unstructured":"de Bono E (1993) El pensamiento pr\u00e1ctico. Editorial Paidos, Buaires"},{"key":"205_CR7","doi-asserted-by":"crossref","first-page":"646","DOI":"10.1109\/TEVC.2006.872133","volume":"10","author":"J Brest","year":"2006","unstructured":"Brest J, Greiner S, Boskovic B, Mernik M, Zumer V (2006) Self-adapting control parameters in differential evolution: a comparative study on numerical benchmark problems. IEEE Trans Evol Comput 10:646\u2013657","journal-title":"IEEE Trans Evol Comput"},{"key":"205_CR8","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1109\/4235.985692","volume":"6","author":"M Clerc","year":"2002","unstructured":"Clerc M, Kennedy J (2002) The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Trans Evol Comput 6:58\u201373","journal-title":"IEEE Trans Evol Comput"},{"key":"205_CR9","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1016\/S0377-2217(99)00255-6","volume":"23","author":"R Chelouaha","year":"2000","unstructured":"Chelouaha R, Siarry P (2000) Tabu search applied to global optimization. Eur J Oper Res 23:256\u2013270","journal-title":"Eur J Oper Res"},{"key":"205_CR10","volume-title":"B\u00fasqueda y exploraci\u00f3n estoc\u00e1stica","author":"SG los Cobos Silva de","year":"2010","unstructured":"de los Cobos Silva SG, Close JG, Andrade MAG, Licona AEM (2010) B\u00fasqueda y exploraci\u00f3n estoc\u00e1stica. Universidad Aut\u00f3noma Metropolitana, Mexico"},{"key":"205_CR11","volume-title":"The algorithmic composer","author":"D Cope","year":"2000","unstructured":"Cope D (2000) The algorithmic composer. A-R Editions Inc, Wisconsin"},{"key":"205_CR12","volume-title":"Computer model of musical creativity","author":"D Cope","year":"2005","unstructured":"Cope D (2005) Computer model of musical creativity. MIT Press, London"},{"key":"205_CR13","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1109\/3477.484436","volume":"26","author":"M Dorigo","year":"1996","unstructured":"Dorigo M, Maniezzo V, Colorni A (1996) Ant system: optimization by a colony of cooperating agents. IEEE Trans Syst Man Cybernet 26:29\u201341","journal-title":"IEEE Trans Syst Man Cybernet"},{"key":"205_CR14","volume-title":"Metaheuristics for hard optimization: methods and case studies","author":"J Dr\u00e9o","year":"2006","unstructured":"Dr\u00e9o J, P\u00e9trowski A, Siarry P, Taillard E (2006) Metaheuristics for hard optimization: methods and case studies. Springer, Berlin"},{"key":"205_CR15","first-page":"3","volume":"5","author":"DB Fogel","year":"1994","unstructured":"Fogel DB (1994) An introduction to simulated evolutionary optimization. IEEE Comput Intell Soc 5:3\u201314","journal-title":"IEEE Comput Intell Soc"},{"key":"205_CR16","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-00185-7","volume-title":"Recent advances in harmony search algorithm","author":"ZW Geem","year":"2009","unstructured":"Geem ZW (2009) Recent advances in harmony search algorithm. Springer, Berlin"},{"key":"205_CR17","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-04317-8","volume-title":"Music-inspired harmony search algorithm","author":"ZW Geem","year":"2010","unstructured":"Geem ZW (2010) Music-inspired harmony search algorithm. Springer, New York"},{"issue":"2","key":"205_CR18","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1177\/003754970107600201","volume":"76","author":"ZW Geem","year":"2001","unstructured":"Geem ZW, Kim JH, Loganathan GV (2001) A new heuristic optimization algorithm: harmony search. Simulation 76(2):60\u201368","journal-title":"Simulation"},{"key":"205_CR19","unstructured":"Gessler N (2010) Fostering creative emergences in artificial cultures. In: Artificial life XII\u2014Proceedings of the twelfth international conference on the synthesis and simulation of living systems, pp 669\u2013676. MIT Press, New York"},{"key":"205_CR20","volume-title":"The international handbook of giftedness and talent","author":"K Heller","year":"2000","unstructured":"Heller K, M\u00f6nks F, Csikszentmihalyi M, Wolfe R (2000) The international handbook of giftedness and talent. Elsevier, New York"},{"key":"205_CR21","unstructured":"Horner A, Goldberg DE (1991) Genetic algorithms and computer assisted music composition. In: ICMC\u201991 proceedings music composition. International Computer Music Association, San Francisco, pp 479\u2013482"},{"key":"205_CR22","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-662-03199-5","volume-title":"Global optimization: deterministic approaches","author":"R Horst","year":"1996","unstructured":"Horst R, Hoang T (1996) Global optimization: deterministic approaches. Springer, Berlin"},{"key":"205_CR23","unstructured":"Jacob B (1995) Composing with genetic algorithms. International Computer Music Association, pp 452\u2013455"},{"key":"205_CR24","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1017\/S1355771896000222","volume":"1","author":"BL Jacob","year":"1996","unstructured":"Jacob BL (1996) Algorithmic composition as a model of creativity. Organised Sound 1:157\u2013165","journal-title":"Organised Sound"},{"key":"205_CR25","unstructured":"Joshi MC, Moudgalya KM (2004) Optimization: theory and practice. Alpha Science International Ltd"},{"key":"205_CR26","doi-asserted-by":"crossref","unstructured":"Kenedy J, Eberhart RC (1995) Particle swarm optimization. International Conference Neuronal Networks, pp 1942\u20131948","DOI":"10.1109\/ICNN.1995.488968"},{"key":"205_CR27","doi-asserted-by":"crossref","unstructured":"Kennedy J, Mendes R (2002) Population structure and particle swarm performance. In: Proc IEEE Congr Evol Comput, pp 1671\u20131676","DOI":"10.1109\/CEC.2002.1004493"},{"key":"205_CR28","doi-asserted-by":"crossref","first-page":"781","DOI":"10.1016\/j.compstruc.2004.01.002","volume":"82","author":"KS Lee","year":"2004","unstructured":"Lee KS, Geem ZW (2004) A new structural optimization method based on the harmony search algorithm. Comput Struct 82:781\u2013798","journal-title":"Comput Struct"},{"key":"205_CR29","doi-asserted-by":"crossref","first-page":"3902","DOI":"10.1016\/j.cma.2004.09.007","volume":"194","author":"KS Lee","year":"2005","unstructured":"Lee KS, Geem ZW (2005) A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice. Comput Methods Appl Mech Eng 194:3902\u20133933","journal-title":"Comput Methods Appl Mech Eng"},{"key":"205_CR30","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1109\/TEVC.2005.857610","volume":"10","author":"JJ Liang","year":"2006","unstructured":"Liang JJ, Qin AK, Suganthan PN, Baskar S (2006) Comprehensive learning particle swarm optimizer for global optimization of multimodal functions. IEEE Trans Evol Comput 10:281\u2013295","journal-title":"IEEE Trans Evol Comput"},{"key":"205_CR31","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1016\/S0142-694X(99)00013-7","volume":"23","author":"YT Liu","year":"2000","unstructured":"Liu YT (2000) Creativity or novelty? Cognitive-computational versus social-cultural. Des Stud 23: 261\u2013276","journal-title":"Des Stud"},{"key":"205_CR32","volume-title":"Linear and nonlinear programming","author":"DG Luenberger","year":"1984","unstructured":"Luenberger DG (1984) Linear and nonlinear programming. Addison-Wesley, New York"},{"key":"205_CR33","doi-asserted-by":"crossref","unstructured":"Mahdavia M, Fesangharyb M, Damangirb E (2007) An improved harmony search algorithm for solving optimization problems. Appl Math Comput 1537\u20131579","DOI":"10.1016\/j.amc.2006.11.033"},{"key":"205_CR34","doi-asserted-by":"crossref","unstructured":"Mendes R, Kennedy J, Neves J (2004) The fully informed particle swarm: simpler, maybe better. IEEE Trans Evol Comput 204\u2013210","DOI":"10.1109\/TEVC.2004.826074"},{"key":"205_CR35","unstructured":"Molga M, Smutnicki C (2005) Test functions for optimization needs. http:\/\/www.zsd.ict.pwr.wroc.pl\/files\/docs\/functions.pdf"},{"key":"205_CR36","doi-asserted-by":"crossref","unstructured":"Mora-Guti\u00e9rrez R, Ram\u00edrez-Rodr\u00edguez J, Rinc\u00f3n-Garc\u00eda E (2012) An optimization algorithm inspired by musical composition. Artif Intell Rev. doi: 10.1007\/s10462-011-9309-8","DOI":"10.1007\/s10462-011-9309-8"},{"key":"205_CR37","doi-asserted-by":"crossref","unstructured":"Omran M, Mahdavi M (2008) Global-best harmony search. Appl Math Comput 198:643\u2013656","DOI":"10.1016\/j.amc.2007.09.004"},{"key":"205_CR38","doi-asserted-by":"crossref","first-page":"830","DOI":"10.1016\/j.amc.2010.01.088","volume":"216","author":"QK Pan","year":"2010","unstructured":"Pan QK, Suganthan PN, Tasgetiren MF, Liang JJ (2010) A self-adaptive global best harmony search algorithm for continuous optimization problems. Appl Math Comput 216:830\u2013848","journal-title":"Appl Math Comput"},{"key":"205_CR39","unstructured":"Parsopoulos KE, Vrahatis MN (2004) UPSO: a unified particle swarm optimization scheme. In: Lecture series on computational sciences, pp 868\u2013873"},{"key":"205_CR40","doi-asserted-by":"crossref","unstructured":"Peram T, Veeramachaneni K, Mohan CK (2003) Fitness-distance-ratio based particle swarm optimization. In: Proceedings of swarm intelligence symposium, pp 174\u2013181","DOI":"10.1109\/SIS.2003.1202264"},{"key":"205_CR41","unstructured":"Pohlheim H (2006) Geatbx: genetic and evolutionary algorithm toolbox for use with matlab. http:\/\/www.geatbx.com\/"},{"key":"205_CR42","doi-asserted-by":"crossref","first-page":"386","DOI":"10.1109\/TEVC.2003.814902","volume":"7","author":"T Ray","year":"2003","unstructured":"Ray T, Liew KM (2003) Society and civilization: an optimization algorithm based on simulation of social behavior. IEEE Trans Evol Comput 7:386\u2013396","journal-title":"IEEE Trans Evol Comput"},{"key":"205_CR43","unstructured":"Reynolds RG (1994) An introduction to cultural algorithms. In: Proceedings of the 3rd annual conference on evolutionary programming. World Scientific, Singapore, pp 131\u2013139"},{"issue":"4","key":"205_CR44","first-page":"307","volume":"40","author":"MJW Riley","year":"2010","unstructured":"Riley MJW, Jenkins KW, Thompson CP (2010) A study of early stopping, ensembling, and patchworking for cascade correlation neural networks. IAENG Int J Appl Math 40(4):307\u2013316","journal-title":"IAENG Int J Appl Math"},{"key":"205_CR45","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1016\/0303-2647(96)01621-8","volume":"39","author":"R Salomon","year":"1996","unstructured":"Salomon R (1996) Reevaluating genetic algorithm performance under coordinate rotation of benchmark functions: a survey of some theoretical and practical aspects of genetic algorithms. BioSystems 39: 263\u2013278","journal-title":"BioSystems"},{"key":"205_CR46","unstructured":"Shenton A (2008) Olivier Messiaen\u2019s system of signs: notes towards understanding his music. Ashgate"},{"key":"205_CR47","doi-asserted-by":"crossref","unstructured":"Shi Y, Eberhart RC (1998) A modified particle swarm optimizer. In: Proceedings of IEEE Congr Evol Comput, pp 69\u201373","DOI":"10.1109\/ICEC.1998.699146"},{"key":"205_CR48","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1109\/TEVC.2004.826069","volume":"8","author":"F Bergh van den","year":"2004","unstructured":"van den Bergh F, Engelbrecht AP (2004) A cooperative approach to particle swarm optimization. IEEE Trans Evol Comput 8:225\u2013239","journal-title":"IEEE Trans Evol Comput"},{"key":"205_CR49","doi-asserted-by":"crossref","first-page":"2826","DOI":"10.1016\/j.eswa.2009.09.008","volume":"37","author":"CM Wang","year":"2010","unstructured":"Wang CM, Huang YF (2010) Self-adaptive harmony search algorithm for optimization. Exp Syst Appl 37:2826\u20132837","journal-title":"Exp Syst Appl"},{"key":"205_CR50","unstructured":"Weise T (2009) Global optimization algorithms and theory and application. http:\/\/www.it-weise.de"},{"key":"205_CR51","doi-asserted-by":"crossref","DOI":"10.1002\/9780470640425","volume-title":"Test problems in optimization. Engineering optimization: an introduction with metaheuristic applications","author":"XS Yang","year":"2010","unstructured":"Yang XS (2010) Test problems in optimization. Engineering optimization: an introduction with metaheuristic applications. Wiley, New York"}],"container-title":["Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00607-012-0205-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00607-012-0205-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00607-012-0205-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T21:27:38Z","timestamp":1743974858000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00607-012-0205-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,8,15]]},"references-count":51,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2012,11]]}},"alternative-id":["205"],"URL":"https:\/\/doi.org\/10.1007\/s00607-012-0205-0","relation":{},"ISSN":["0010-485X","1436-5057"],"issn-type":[{"type":"print","value":"0010-485X"},{"type":"electronic","value":"1436-5057"}],"subject":[],"published":{"date-parts":[[2012,8,15]]}}}