{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,5]],"date-time":"2026-03-05T19:51:38Z","timestamp":1772740298946,"version":"3.50.1"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2007,3,6]],"date-time":"2007-03-06T00:00:00Z","timestamp":1173139200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2007,3,6]],"date-time":"2007-03-06T00:00:00Z","timestamp":1173139200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comput Optim Appl"],"published-print":{"date-parts":[[2007,6]]},"DOI":"10.1007\/s10589-007-9014-3","type":"journal-article","created":{"date-parts":[[2007,3,5]],"date-time":"2007-03-05T14:53:12Z","timestamp":1173106392000},"page":"231-246","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":71,"title":["Differential evolution algorithms using hybrid mutation"],"prefix":"10.1007","volume":"37","author":[{"given":"P.","family":"Kaelo","sequence":"first","affiliation":[]},{"given":"M. M.","family":"Ali","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2007,3,6]]},"reference":[{"key":"9014_CR1","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1023\/A:1008202821328","volume":"11","author":"R. Storn","year":"1997","unstructured":"Storn, R., Price, K.: Differential evolution\u2014a simple and efficient heuristic for global optimization over continuous spaces. J. Glob. Optim. 11, 341\u2013359 (1997)","journal-title":"J. Glob. Optim."},{"key":"9014_CR2","first-page":"79","volume-title":"New Ideas in Optimization","author":"K. Price","year":"1999","unstructured":"Price, K.: An introduction to differential evolution. In: Corne, D., Dorigo, M., Glover, F. (eds.) New Ideas in Optimization, pp.\u00a079\u2013108. McGraw-Hill, London (1999)"},{"issue":"3","key":"9014_CR3","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1023\/A:1022452626305","volume":"25","author":"S.I. Birbil","year":"2003","unstructured":"Birbil, S.I., Fang, S.C.: An electromagnetism-like mechanism for global optimization. J. Glob. Optim. 25(3), 263\u2013282 (2003)","journal-title":"J. Glob. Optim."},{"key":"9014_CR4","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1007\/s10898-004-8270-3","volume":"30","author":"S.I. Birbil","year":"2004","unstructured":"Birbil, S.I., Fang, S.C., Sheu, R.L.: On the convergence of a population-based global optimization. J.\u00a0Glob. Optim. 30, 301\u2013318 (2004)","journal-title":"J.\u00a0Glob. Optim."},{"key":"9014_CR5","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-662-03315-9","volume-title":"Genetic Algorithms + Data Structures = Evolution Programs","author":"Z. Michalewicz","year":"1996","unstructured":"Michalewicz, Z.: Genetic Algorithms + Data Structures = Evolution Programs. Springer, Berlin (1996)"},{"issue":"10","key":"9014_CR6","doi-asserted-by":"publisher","first-page":"1703","DOI":"10.1016\/S0305-0548(03)00116-3","volume":"31","author":"M.M. Ali","year":"2004","unstructured":"Ali, M.M., T\u00f6rn, A.: Population set based global optimization algorithms: some modifications and numerical studies. Comput. Oper. Res. 31(10), 1703\u20131725 (2004)","journal-title":"Comput. Oper. Res."},{"key":"9014_CR7","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1007\/BF00933504","volume":"40","author":"W.L. Price","year":"1983","unstructured":"Price, W.L.: Global optimization by controlled random search. J. Optim. Theory Appl. 40, 333\u2013348. (1983)","journal-title":"J. Optim. Theory Appl."},{"issue":"3","key":"9014_CR8","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1080\/10556780500094671","volume":"21","author":"P. Kaelo","year":"2006","unstructured":"Kaelo, P., Ali, M.M.: Probabilistic adaptations of point generation schemes in some global optimization algorithms. Optim. Methods Softw. 21(3), 343\u201357 (2006)","journal-title":"Optim. Methods Softw."},{"key":"9014_CR9","first-page":"127","volume-title":"New Ideas in Optimization","author":"J. Lampinen","year":"1999","unstructured":"Lampinen, J., Zelinka, I.: Mechanical engineering design optimization by differential evolution. In: Corne, D., Dorigo, M., Glover, F. (eds.) New Ideas in Optimization, pp.\u00a0127\u2013146. McGraw-Hill, London (1999)"},{"issue":"1","key":"9014_CR10","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1109\/4235.752918","volume":"3","author":"R. Storn","year":"1999","unstructured":"Storn, R.: System design by constraint adaptation and differential evolution. IEEE Trans. Evol. Comput. 3(1), 22\u201334 (1999)","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"3","key":"9014_CR11","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1016\/S0098-1354(98)00277-4","volume":"23","author":"B.V. Babu","year":"1999","unstructured":"Babu, B.V., Sastry, K.K.N.: Estimation of heat transfer parameters in a trickle-bed reactor using differential evolution and orthogonal collocation. Comput. Chem. Eng. 23(3), 327\u2013339 (1999)","journal-title":"Comput. Chem. Eng."},{"issue":"9","key":"9014_CR12","doi-asserted-by":"publisher","first-page":"1277","DOI":"10.1016\/S0098-1354(99)00290-2","volume":"23","author":"J.P. Chiou","year":"1999","unstructured":"Chiou, J.P., Wang, F.S.: Hybrid method of evolutionary algorithms for static and dynamic optimization problems with applications to a fed-batch fermentation process. Comput. Chem. Eng. 23(9), 1277\u20131291 (1999)","journal-title":"Comput. Chem. Eng."},{"issue":"2","key":"9014_CR13","doi-asserted-by":"publisher","first-page":"638","DOI":"10.1016\/j.ejor.2004.08.020","volume":"169","author":"D. Debels","year":"2005","unstructured":"Debels, D., DeReyck, B., Leus, R., Vanhoucke, M.: A hybrid scatter search\/electromagnetism meta-heuristic for project scheduling. Eur. J. Oper. Res. 169(2), 638\u2013653 (2005)","journal-title":"Eur. J. Oper. Res."},{"key":"9014_CR14","unstructured":"http:\/\/www.icsi.berkey.edu\/~storn\/code.html"},{"key":"9014_CR15","unstructured":"Zaharie, D.: Critical values for the control parameters of differential evolution algorithms. In: Matousek, R., Osmera, P. (eds.) Proceedings of MENDEL 2002, 8th International Mendel Conference on Soft Computing, Bruno University of Technology, Faculty of Mechanical Engineering, pp. 62\u201367, Bruno (2002)"},{"issue":"12","key":"9014_CR16","doi-asserted-by":"publisher","first-page":"4825","DOI":"10.1021\/ie980373x","volume":"38","author":"M.H. Lee","year":"1999","unstructured":"Lee, M.H., Han, C., Chang, K.S.: Dynamic optimization of a continuous polymer reactor using a modified differential evolution algorithm. Ind. Eng. Chem. Res. 38(12), 4825\u20134831 (1999)","journal-title":"Ind. Eng. Chem. Res."},{"key":"9014_CR17","unstructured":"Kaelo, P.: Some population set based methods for unconstrained global optimization. Ph.D. thesis, University of Witwatersrand (2005)"},{"key":"9014_CR18","doi-asserted-by":"publisher","first-page":"437","DOI":"10.1023\/A:1008395408187","volume":"14","author":"A. T\u00f6rn","year":"1999","unstructured":"T\u00f6rn, A., Ali, M.M., Viitanen, S.: Stochastic global optimization: problem classes and solution techniques. J. Glob. Optim. 14, 437\u2013447 (1999)","journal-title":"J. Glob. Optim."},{"issue":"4","key":"9014_CR19","doi-asserted-by":"publisher","first-page":"635","DOI":"10.1007\/s10898-004-9972-2","volume":"31","author":"M.M. Ali","year":"2005","unstructured":"Ali, M.M., Khompatraporn, C., Zabinsky, Z.B.: A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems. J. Glob. Optim. 31(4), 635\u2013672 (2005)","journal-title":"J. Glob. Optim."},{"issue":"2","key":"9014_CR20","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1016\/S0377-2217(02)00401-0","volume":"16","author":"R. Chelouah","year":"2003","unstructured":"Chelouah, R., Siarry, P.: Genetic and Nelder\u2013Mead algorithms for a more accurate global optimization of continuous multiminima functions. Eur. J. Oper. Res. 16(2), 335\u2013348 (2003)","journal-title":"Eur. J. Oper. Res."},{"key":"9014_CR21","first-page":"1","volume-title":"Towards Global Optimization, vol.\u00a02","author":"L.C.W. Dixon","year":"1978","unstructured":"Dixon, L.C.W., Szeg\u00f6, G.P.: The global optimization problem: an introduction. In: Towards Global Optimization, vol.\u00a02, pp.\u00a01\u201315. North-Holland, Amsterdam (1978)"}],"container-title":["Computational Optimization and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10589-007-9014-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10589-007-9014-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10589-007-9014-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10589-007-9014-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,18]],"date-time":"2022-05-18T01:32:45Z","timestamp":1652837565000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10589-007-9014-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,3,6]]},"references-count":21,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2007,6]]}},"alternative-id":["9014"],"URL":"https:\/\/doi.org\/10.1007\/s10589-007-9014-3","relation":{},"ISSN":["0926-6003","1573-2894"],"issn-type":[{"value":"0926-6003","type":"print"},{"value":"1573-2894","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,3,6]]},"assertion":[{"value":"10 March 2005","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 March 2006","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 March 2007","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}