{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T15:46:35Z","timestamp":1770997595031,"version":"3.50.1"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2008,7,15]],"date-time":"2008-07-15T00:00:00Z","timestamp":1216080000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2009,5]]},"DOI":"10.1007\/s00500-008-0344-6","type":"journal-article","created":{"date-parts":[[2008,7,14]],"date-time":"2008-07-14T09:55:22Z","timestamp":1216029322000},"page":"709-724","source":"Crossref","is-referenced-by-count":54,"title":["Self-adaptive population sizing for a tune-free differential evolution"],"prefix":"10.1007","volume":"13","author":[{"given":"Nga Sing","family":"Teng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jason","family":"Teo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohd. Hanafi A.","family":"Hijazi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2008,7,15]]},"reference":[{"key":"344_CR1","first-page":"831","volume":"1","author":"HA Abbass","year":"2002","unstructured":"Abbass HA (2002) The self-adaptive pareto differential evolution algorithm. Evol Comput CEC \u201902. Proc 2002 Congr 1: 831\u2013836","journal-title":"Evol Comput CEC \u201902. Proc 2002 Congr"},{"issue":"3","key":"344_CR2","doi-asserted-by":"crossref","first-page":"1137","DOI":"10.1016\/j.ejor.2005.06.077","volume":"181","author":"MM Ali","year":"2007","unstructured":"Ali MM (2007) Differential evolution with preferential crossover. Eur J Oper Res 181(3): 1137\u20131147","journal-title":"Eur J Oper Res"},{"issue":"10","key":"344_CR3","doi-asserted-by":"crossref","first-page":"1703","DOI":"10.1016\/S0305-0548(03)00116-3","volume":"31","author":"MM Ali","year":"2004","unstructured":"Ali MM, Torn A (2004) Population set based global optimization algorithms: some modifications and numerical studies. Comput Oper Res 31(10): 1703\u20131725","journal-title":"Comput Oper Res"},{"issue":"4","key":"344_CR4","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1007\/s10898-004-9972-2","volume":"31","author":"MM Ali","year":"2005","unstructured":"Ali MM, Khompatraphon C, Zabinsky ZB (2005) A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems. J Glob Optim 31(4): 635\u2013 672","journal-title":"J Glob Optim"},{"key":"344_CR5","unstructured":"Babu BV, Angira R (2002) A differential evolution approach for global optimization of MINLP problems. In: Proceedings of 4th Asia-Pacific Conference on Simulated Evolution And Learning"},{"key":"344_CR6","doi-asserted-by":"crossref","unstructured":"Becerra RL, Coello Coello CA (2005) Optimization with constraints using a cultured differential evolution approach. In: Proceedings of the Conference on Genetic and Evolutionary Computation","DOI":"10.1145\/1068009.1068014"},{"key":"344_CR7","doi-asserted-by":"crossref","unstructured":"Boumaza A (2005) Learning environment dynamics from self-adaptation: a preliminary investigation. In: Proceedings of the 2005 workshops on Genetic and Evolutionary Computation GECCO\u201905. ACM Press, New York, pp 48\u201354","DOI":"10.1145\/1102256.1102265"},{"issue":"6","key":"344_CR8","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(6): 646\u2013657","journal-title":"IEEE Trans Evol Comput"},{"key":"344_CR9","doi-asserted-by":"crossref","unstructured":"Das S, Konar A, Chakraborty UK (2005) Two improved differential evolution schemes for faster global search. In: Proceedings of the 2005 conference on Genetic and evolutionary computation GECCO \u201905. ACM Press, New York, pp 991\u2013998","DOI":"10.1145\/1068009.1068177"},{"issue":"4","key":"344_CR10","doi-asserted-by":"crossref","first-page":"371","DOI":"10.1162\/106365602760972767","volume":"10","author":"K Deb","year":"2002","unstructured":"Deb K, Joshi D, Anand A (2002) A computationally efficient evolutionary algorithm for real-parameter optimization. Evol Comput 10(4): 371\u2013395","journal-title":"Evol Comput"},{"key":"344_CR11","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-662-05094-1","volume-title":"Introduction to evolutionary computing","author":"AE Eiben","year":"2003","unstructured":"Eiben AE, Smith JE (2003) Introduction to evolutionary computing. Springer, Berlin"},{"issue":"2","key":"344_CR12","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1109\/4235.771166","volume":"3","author":"AE Eiben","year":"1999","unstructured":"Eiben AE, Hinterding R, Michalewicz Z (1999) Parameter control in evolutionary algorithms. IEEE Trans Evol Comput 3(2): 124\u2013141","journal-title":"IEEE Trans Evol Comput"},{"key":"344_CR13","unstructured":"Gamperle R, Muller SD, Koumoutsakos P (2002) A parameter study for differential evolution. In: Grmela A, Mastorakis N (eds) Advances in intelligent systems, fuzzy system, evolutionary computation. WSEAS Press, pp 293\u2013298"},{"issue":"3","key":"344_CR14","doi-asserted-by":"crossref","first-page":"1176","DOI":"10.1016\/j.ejor.2004.08.047","volume":"169","author":"P Kaelo","year":"2006","unstructured":"Kaelo P, Ali MM (2006) A numerical study of some modified differential evolution algorithms. Eur J Oper Res 169(3): 1176\u20131184","journal-title":"Eur J Oper Res"},{"key":"344_CR15","unstructured":"Lampinen J (2001) A bibliography of differential evolution algorithm. Technical Report. Lappeenranta University of Technology, Department of Information Technology, Laboratory of Information Processing"},{"key":"344_CR16","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1007\/978-1-4471-0123-9_26","volume-title":"Soft computing and industry\u2014recent applications","author":"J Lampinen","year":"2002","unstructured":"Lampinen J (2002) Multi-constrained nonlinear optimization by the differential evolution algorithm. In: Roy R, K\u00f6ppen M, Ovaska S, Furuhasi T, Hoffmann F(eds) Soft computing and industry\u2014recent applications. Springer, London, pp 305\u2013318"},{"key":"344_CR17","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1007\/978-3-540-39930-8_6","volume-title":"New optimization techniques in engineering","author":"J Lampinen","year":"2004","unstructured":"Lampinen J, Storn R (2004) Differential evolution. In: Onwubolu GC, Babu BV(eds) New optimization techniques in engineering. Springer, Berlin, pp 123\u2013166"},{"key":"344_CR18","unstructured":"Lampinen J, Zelinka I (2000) On stagnation of the differential evolution algorithm. In: Proceedings of the 6th International Mendel Conference on Soft Computing"},{"key":"344_CR19","doi-asserted-by":"crossref","unstructured":"Li X (2005) Efficient differential evolution using speciation for multimodal function optimization. In: Hans-Georg B et al. (eds) Proceedings of Genetic and Evolutionary Computation Conference 2005 (GECCO\u201905), Washington DC, 25\u201329 June, pp 873\u2013880","DOI":"10.1145\/1068009.1068156"},{"issue":"6","key":"344_CR20","first-page":"448","volume":"9","author":"J Liu","year":"2005","unstructured":"Liu J, Lampinen J (2005) A fuzzy adaptive differential evolution algorithm. Comput Sci Eng 9(6): 448\u2013462","journal-title":"Comput Sci Eng"},{"key":"344_CR21","unstructured":"Lobo FG, Goldberg DE (2001) The parameterless genetic algorithm in practice. Technical Report 2001022, University of Illinois at UrbanaChampaign, Urbana"},{"key":"344_CR22","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1007\/978-3-540-39930-8_24","volume-title":"New optimization techniques in engineering","author":"GC Onwubolu","year":"2004","unstructured":"Onwubolu GC (2004) Differential evolution for the flow shop scheduling problem. In: Onwubolu GC, Babu BV(eds) New optimization techniques in engineering. Springer, Berlin, pp 585\u2013611"},{"key":"344_CR23","unstructured":"Price KV (1997) Differential evolution vs. the functions of the 2nd ICEO. In: Proceedings of IEEE Evolutionary Computation. Conf., pp 153\u2013157"},{"key":"344_CR24","unstructured":"Price KV, Storn R (1997) Differential evolution, Dr. Dobb\u2019s J, pp 18\u201324"},{"key":"344_CR25","volume-title":"Differential evolution","author":"KV Price","year":"2005","unstructured":"Price KV, Storn R, Lampinen J (2005) Differential evolution. Springer, Berlin"},{"key":"344_CR26","doi-asserted-by":"crossref","first-page":"1785","DOI":"10.1109\/CEC.2005.1554904","volume":"2","author":"AK Qin","year":"2005","unstructured":"Qin AK, Suganthan PN (2005) Self-adaptive differential evolution algorithm for numerical optimization. Evol Comput 2005 IEEE Congr 2: 1785\u20131791","journal-title":"Evol Comput 2005 IEEE Congr"},{"key":"344_CR27","doi-asserted-by":"crossref","unstructured":"Robic T, Filipic B (2005) DEMO: differential evolution for multiobjective optimization. In: Proceedings of the Conference on Evolutionary Multiobjective Optimization","DOI":"10.1007\/978-3-540-31880-4_36"},{"key":"344_CR28","volume-title":"Fundamentals of behavioral statistics, 8th edn","author":"RP Runyon","year":"1996","unstructured":"Runyon RP, Haber A, Pittenger DJ, Coleman KA (1996) Fundamentals of behavioral statistics, 8th edn. McGraw-Hill, Boston"},{"key":"344_CR29","volume-title":"Numerical optimization of computer models","author":"H-P Schwefel","year":"1981","unstructured":"Schwefel H-P (1981) Numerical optimization of computer models. Wiley, New York"},{"key":"344_CR30","first-page":"442","volume-title":"Evolutionary computation for modeling and optimization, vol. 667","author":"WM Spears","year":"1993","unstructured":"Spears WM, De Jong KA, Back T, Garis HD (1993) An overview of evolutionary computation. In: Ashlock D(eds) Evolutionary computation for modeling and optimization, vol. 667. Springer, New York, pp 442\u2013459"},{"key":"344_CR31","unstructured":"Storn R, Price K (1995) Differential evolution: a Simple and efficient adaptive scheme for global optimization over continuous spaces. Technical Report TR-95\u2013012 International Computer Science Institute, Berkeley"},{"key":"344_CR32","doi-asserted-by":"crossref","unstructured":"Storn R (1996) On the usage of differential evolution for function optimization. Fuzzy Information Processing Society, 1996. Biennial Conference of the North American, June 1996, pp 519\u2013523","DOI":"10.1109\/NAFIPS.1996.534789"},{"key":"344_CR33","unstructured":"Teng NS, Teo J, Ahmad Hijazi MH (2006) Comparing between 3-parents and 4-parents for differential evolution. MMU International Symposium on Information and Communications Technologies 2006 (M2USIC-2006). pp 12\u201316"},{"issue":"8","key":"344_CR34","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1007\/s00500-005-0537-1","volume":"10","author":"J Teo","year":"2006","unstructured":"Teo J (2006) Exploring dynamic self-adaptive populations in differential evolution. Soft Comput 10(8): 673\u2013686","journal-title":"Soft Comput"},{"key":"344_CR35","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1007\/3-540-61093-6_2","volume-title":"Towards evolvable hardware: the evolutionary engineering approach, vol 1062","author":"M Tomassini","year":"1996","unstructured":"Tomassini M (1996) Evolutionary algorithms. In: Sanchez E, Tomassini M(eds) Towards evolvable hardware: the evolutionary engineering approach, vol 1062. Springer, Berlin, pp 19\u201347"},{"key":"344_CR36","first-page":"451","volume-title":"Evolutionary programming V: Proceedings of the Fifth Annual Conference on Evolutionary Programming","author":"X Yao","year":"1996","unstructured":"Yao X, Liu Y (1996) Fast evolutionary programming. In: Fogel LJ, Angeline PJ, Back T(eds) Evolutionary programming V: Proceedings of the Fifth Annual Conference on Evolutionary Programming. MIT Press, Cambridge, pp 451\u2013460"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-008-0344-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-008-0344-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-008-0344-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T01:39:54Z","timestamp":1559093994000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-008-0344-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,7,15]]},"references-count":36,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2009,5]]}},"alternative-id":["344"],"URL":"https:\/\/doi.org\/10.1007\/s00500-008-0344-6","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2008,7,15]]}}}