{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:41:01Z","timestamp":1760708461662,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":32,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642305030"},{"type":"electronic","value":"9783642305047"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-30504-7_17","type":"book-chapter","created":{"date-parts":[[2012,9,25]],"date-time":"2012-09-25T22:30:18Z","timestamp":1348612218000},"page":"423-449","source":"Crossref","is-referenced-by-count":16,"title":["Adaptive Variants of Differential Evolution: Towards Control-Parameter-Free Optimizers"],"prefix":"10.1007","author":[{"given":"Josef","family":"Tvrd\u00edk","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Radka","family":"Pol\u00e1kov\u00e1","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ji\u0159\u00ed","family":"Veselsk\u00fd","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Petr","family":"Bujok","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"17_CR1","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. Computers and Operations Research\u00a031, 1703\u20131725 (2004)","journal-title":"Computers and Operations Research"},{"key":"17_CR2","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780195099713.001.0001","volume-title":"Evolutionary Algorithms in Theory and Practice","author":"T. B\u00e4ck","year":"1996","unstructured":"B\u00e4ck, T.: Evolutionary Algorithms in Theory and Practice. Oxford University Press, New York (1996)"},{"key":"17_CR3","doi-asserted-by":"publisher","first-page":"646","DOI":"10.1109\/TEVC.2006.872133","volume":"10","author":"J. Brest","year":"2006","unstructured":"Brest, J., Greiner, S., Bo\u0161kovi\u010d, B., Mernik, M., \u017dumer, V.: Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems. IEEE Transactions on Evolutionary Computation\u00a010, 646\u2013657 (2006)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"issue":"3","key":"17_CR4","doi-asserted-by":"publisher","first-page":"526","DOI":"10.1109\/TEVC.2008.2009457","volume":"13","author":"S. Das","year":"2009","unstructured":"Das, S., Abraham, A., Chakraborty, U.K., Konar, A.: Differential evolution using a neighborhood-based mutation operator. IEEE Transactions on Evolutionary Computation\u00a013(3), 526\u2013553 (2009)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"17_CR5","first-page":"27","volume":"15","author":"S. Das","year":"2011","unstructured":"Das, S., Suganthan, P.N.: Differential evolution: A survey of the state-of-the-art. IEEE Transactions on Evolutionary Computation\u00a015, 27\u201354 (2011)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"17_CR6","unstructured":"Feoktistov, V.: Differential Evolution in Search of Solutions. Springer (2006)"},{"key":"17_CR7","first-page":"293","volume-title":"Advances in Intelligent Systems Fuzzy Systems, Evolutionary Computing","author":"R. G\u00e4mperle","year":"2002","unstructured":"G\u00e4mperle, R., M\u00fcller, S.D., Koumoutsakos, P.: A parameter study for differential evolution. In: Grmela, A., Mastorakis, N.E. (eds.) Advances in Intelligent Systems Fuzzy Systems, Evolutionary Computing, pp. 293\u2013298. WSEAS Press, Athens (2002)"},{"key":"17_CR8","doi-asserted-by":"publisher","first-page":"1176","DOI":"10.1016\/j.ejor.2004.08.047","volume":"169","author":"P. Kaelo","year":"2006","unstructured":"Kaelo, P., Ali, M.M.: A numerical study of some modified differential evolution algorithms. European J. Operational Research\u00a0169, 1176\u20131184 (2006)","journal-title":"European J. Operational Research"},{"key":"17_CR9","doi-asserted-by":"publisher","first-page":"448","DOI":"10.1007\/s00500-004-0363-x","volume":"9","author":"J. Liu","year":"2005","unstructured":"Liu, J., Lampinen, J.: A fuzzy adaptive differential evolution algorithm. Soft Computing\u00a09, 448\u2013462 (2005)","journal-title":"Soft Computing"},{"key":"17_CR10","doi-asserted-by":"publisher","first-page":"1679","DOI":"10.1016\/j.asoc.2010.04.024","volume":"11","author":"R. Mallipeddi","year":"2011","unstructured":"Mallipeddi, R., Suganthan, P.N., Pan, Q.K., Tasgetiren, M.F.: Differential evolution algorithm with ensemble of parameters and mutation strategies. Applied Soft Computing\u00a011, 1679\u20131696 (2011)","journal-title":"Applied Soft Computing"},{"key":"17_CR11","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1007\/s10462-009-9137-2","volume":"33","author":"F. Neri","year":"2010","unstructured":"Neri, F., Tirronen, V.: Recent advances in differential evolution: a survey and experimental analysis. Artificial Intelligence Review\u00a033, 61\u2013106 (2010)","journal-title":"Artificial Intelligence Review"},{"key":"17_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"192","DOI":"10.1007\/11596448_28","volume-title":"Computational Intelligence and Security","author":"M.G.H. Omran","year":"2005","unstructured":"Omran, M.G.H., Salman, A., Engelbrecht, A.P.: Self-adaptive Differential Evolution. In: Hao, Y., Liu, J., Wang, Y.-P., Cheung, Y.-m., Yin, H., Jiao, L., Ma, J., Jiao, Y.-C. (eds.) CIS 2005. LNCS (LNAI), vol.\u00a03801, pp. 192\u2013199. Springer, Heidelberg (2005)"},{"key":"17_CR13","first-page":"293","volume-title":"New Ideas in Optimization","author":"K.V. Price","year":"1999","unstructured":"Price, K.V.: An introduction to differential evolution. In: New Ideas in Optimization, pp. 293\u2013298. McGraw-Hill, London (1999)"},{"key":"17_CR14","unstructured":"Price, K.V., Storn, R., Lampinen, J.: Differential Evolution: A Practical Approach to Global Optimization. Springer (2005)"},{"key":"17_CR15","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1109\/TEVC.2008.927706","volume":"13","author":"A. Qin","year":"2009","unstructured":"Qin, A., Huang, V., Suganthan, P.: Differential evolution algorithm with strategy adaptation for global numerical optimization. IEEE Transactions on Evolutionary Computation\u00a013, 398\u2013417 (2009)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"17_CR16","doi-asserted-by":"crossref","unstructured":"Qin, A.K., Suganthan, P.N.: Self-adaptive differential evolution for numerical optimization. In: IEEE Congress on Evolutionary Computation, pp. 1785\u20131791 (2005)","DOI":"10.1109\/CEC.2005.1554904"},{"key":"17_CR17","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1109\/TEVC.2007.894200","volume":"12","author":"S. Rahnamayan","year":"2008","unstructured":"Rahnamayan, S., Tizhoosh, H.R., Salama, M.M.A.: Opposition-based differential evolution. IEEE Transactions on Evolutionary Computation\u00a012, 64\u201379 (2008)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"17_CR18","doi-asserted-by":"crossref","unstructured":"Rahnamayan, S., Tizhoosh, H.R., Salama, M.M.A.: Opposition-based differential evolution. In: Chakraborty, U.K. (ed.) Advances in Differential Evolution, pp. 155\u2013171. Springer (2008)","DOI":"10.1007\/978-3-540-68830-3_6"},{"key":"17_CR19","doi-asserted-by":"crossref","unstructured":"Ronkkonen, J., Kukkonen, S., Price, K.V.: Real-parameter optimization with differential evolution. In: IEEE Congress on Evolutionary Computation, pp. 506\u2013513 (2005)","DOI":"10.1109\/CEC.2005.1554725"},{"issue":"1","key":"17_CR20","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1162\/evco.2006.14.1.119","volume":"14","author":"Y.W. Shang","year":"2006","unstructured":"Shang, Y.W., Qiu, Y.H.: A note on the extended Rosenbrock function. Evolutionary Computation 14(1), 119\u2013126 (2006)","journal-title":"Evolutionary Computation"},{"key":"17_CR21","volume-title":"Differential evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces","author":"R. Storn","year":"1995","unstructured":"Storn, R., Price, K.V.: Differential evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces. Int. Comp. Sci., Inst., Berkeley, TR-95-012 (1995), http:\/\/www.icsi.berkeley.edu\/~storn\/litera.html"},{"key":"17_CR22","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1023\/A:1008202821328","volume":"11","author":"R. Storn","year":"1997","unstructured":"Storn, R., Price, K.V.: Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces. J. Global Optimization\u00a011, 341\u2013359 (1997)","journal-title":"J. Global Optimization"},{"key":"17_CR23","unstructured":"Suganthan, P.N., Hansen, N., Liang, J.J., Deb, K., Chen, Y.P., Auger, A., Tiwari, S.: Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization (2005), http:\/\/www.ntu.edu.sg\/home\/epnsugan\/"},{"key":"17_CR24","first-page":"7","volume-title":"12th International Conference on Soft Computing, MENDEL 2006","author":"J. Tvrd\u00edk","year":"2006","unstructured":"Tvrd\u00edk, J.: Competitive differential evolution. In: Matou\u0161ek, R., O\u0161mera, P. (eds.) 12th International Conference on Soft Computing, MENDEL 2006, pp. 7\u201312. University of Technology, Brno (2006)"},{"issue":"3","key":"17_CR25","doi-asserted-by":"publisher","first-page":"1149","DOI":"10.1016\/j.asoc.2009.02.010","volume":"9","author":"J. Tvrd\u00edk","year":"2009","unstructured":"Tvrd\u00edk, J.: Adaptation in differential evolution: A numerical comparison. Applied Soft Computing\u00a09(3), 1149\u20131155 (2009)","journal-title":"Applied Soft Computing"},{"key":"17_CR26","first-page":"151","volume":"47","author":"J. Tvrd\u00edk","year":"2009","unstructured":"Tvrd\u00edk, J.: Self-adaptive variants of differential evolution with exponential crossover. Analele of West University Timisoara, Series Mathematics-Informatics\u00a047, 151\u2013168 (2009), http:\/\/www1.osu.cz\/~tvrdik\/down\/global_optimization.html","journal-title":"Analele of West University Timisoara, Series Mathematics-Informatics"},{"key":"17_CR27","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1109\/TEVC.2010.2087271","volume":"15","author":"Y. Wang","year":"2011","unstructured":"Wang, Y., Cai, Z., Zhang, Q.: Differential evolution with composite trial vector generation strategies and control parameters. IEEE Transactions on Evolutionary Computation\u00a015, 55\u201366 (2011)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"17_CR28","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1109\/4235.585893","volume":"1","author":"D.H. Wolpert","year":"1997","unstructured":"Wolpert, D.H., Macready, W.: No free lunch theorems for optimization. IEEE Transactions on Evolutionary Computation\u00a01, 67\u201382 (1997)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"17_CR29","first-page":"171","volume-title":"Proceedings of IMCSIT 2007","author":"D. Zaharie","year":"2007","unstructured":"Zaharie, D.: A comparative analysis of crossover variants in differential evolution. In: Markowska-Kaczmar, U., Kwasnicka, H. (eds.) Proceedings of IMCSIT 2007, pp. 171\u2013181. PTI, Wisla (2007)"},{"key":"17_CR30","doi-asserted-by":"publisher","first-page":"1126","DOI":"10.1016\/j.asoc.2009.02.012","volume":"9","author":"D. Zaharie","year":"2009","unstructured":"Zaharie, D.: Influence of crossover on the behavior of differential evolution algorithms. Applied Soft Computing\u00a09, 1126\u20131138 (2009)","journal-title":"Applied Soft Computing"},{"key":"17_CR31","doi-asserted-by":"crossref","unstructured":"Zhang, J., Sanderson, A.C.: Adaptive Differential Evolution: A Robust Approach to Multimodal Problem Optimization. Springer (2009)","DOI":"10.1007\/978-3-642-01527-4_4"},{"key":"17_CR32","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 Transactions on Evolutionary Computation\u00a013, 945\u2013958 (2009)","journal-title":"IEEE Transactions on Evolutionary Computation"}],"container-title":["Intelligent Systems Reference Library","Handbook of Optimization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-30504-7_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T12:34:21Z","timestamp":1744202061000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-30504-7_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642305030","9783642305047"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-30504-7_17","relation":{},"ISSN":["1868-4394","1868-4408"],"issn-type":[{"type":"print","value":"1868-4394"},{"type":"electronic","value":"1868-4408"}],"subject":[],"published":{"date-parts":[[2013]]}}}