{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T15:45:28Z","timestamp":1759160728435,"version":"3.40.5"},"publisher-location":"Cham","reference-count":38,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319138251"},{"type":"electronic","value":"9783319138268"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-13826-8_1","type":"book-chapter","created":{"date-parts":[[2014,12,27]],"date-time":"2014-12-27T13:35:40Z","timestamp":1419687340000},"page":"1-23","source":"Crossref","is-referenced-by-count":19,"title":["Swarm Intelligence and Evolutionary Computation: Overview and Analysis"],"prefix":"10.1007","author":[{"given":"Xin-She","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingshi","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,12,28]]},"reference":[{"key":"1_CR1","doi-asserted-by":"crossref","unstructured":"Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of the IEEE International Conference on Neural Networks, pp. 1942\u20131948. Piscataway, NJ (1995)","DOI":"10.1109\/ICNN.1995.488968"},{"key":"1_CR2","volume-title":"Nature-Inspired Metaheuristic Algorithms","author":"XS Yang","year":"2008","unstructured":"Yang, X.S.: Nature-Inspired Metaheuristic Algorithms. Luniver Press, UK (2008)"},{"key":"1_CR3","doi-asserted-by":"crossref","unstructured":"Yang, X.S.: Cuckoo Search and Firefly Algorithm: Theory and Applications, Studies in Computational Intelligence, vol. 516, Springer, Berlin (2014)","DOI":"10.1007\/978-3-319-02141-6"},{"key":"1_CR4","doi-asserted-by":"crossref","unstructured":"Yang, X.S.: Nature-Inspired Optimization Algorithms. Elsevier, Amsterdam (2014)","DOI":"10.1016\/B978-0-12-416743-8.00010-5"},{"key":"1_CR5","unstructured":"Ashby, W.R.: Princinples of the self-organizing sysem. In: Von Foerster, H., Zopf, G.W., Jr. (eds.) Pricinples of Self-Organization: Transactions of the University of Illinois Symposium, pp. 255\u2013278. Pergamon Press, London (1962)"},{"issue":"2","key":"1_CR6","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1162\/106454699568728","volume":"5","author":"M Dorigo","year":"1999","unstructured":"Dorigo, M., Di Caro, G., Gambardella, L.M.: Ant algorithms for discrite optimization. Artif. Life 5(2), 137\u2013172 (1999)","journal-title":"Artif. Life"},{"issue":"1","key":"1_CR7","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1016\/j.swevo.2013.06.001","volume":"13","author":"I Fister","year":"2013","unstructured":"Fister, I., Fister Jr, I., Yang, X.S., Brest, J.: A comprehensive review of firefly algorithms. Swarm Evol. Comput. 13(1), 34\u201346 (2013)","journal-title":"Swarm Evol. Comput."},{"issue":"18","key":"1_CR8","doi-asserted-by":"publisher","first-page":"7220","DOI":"10.1016\/j.eswa.2013.06.070","volume":"40","author":"I Fister","year":"2013","unstructured":"Fister, I., Yang, X.S., Brest, J., Fister Jr, I.: Modified firefly algorithm using quaternion representation. Expert Syst. Appl. 40(18), 7220\u20137230 (2013)","journal-title":"Expert Syst. Appl."},{"issue":"3","key":"1_CR9","doi-asserted-by":"publisher","first-page":"741","DOI":"10.1007\/s10589-012-9496-5","volume":"54","author":"I Fister","year":"2013","unstructured":"Fister, I., Mernik, M., Filipic, B.: Graph\u00a03-coloring with a hybrid self-adaptive evolutionary algorithm. Comput. Optim. Appl. 54(3), 741\u2013770 (2013)","journal-title":"Comput. Optim. Appl."},{"key":"1_CR10","doi-asserted-by":"crossref","unstructured":"Yang, X.S., Deb, S.: Cuckoo search via L\u00e9vy flights. In: Proceedings of World Congress on Nature and Biologically Inspired Computing (NaBIC 2009), pp. 210\u2013214. IEEE Publications, USA (2009)","DOI":"10.1109\/NABIC.2009.5393690"},{"key":"1_CR11","unstructured":"Pavlyukevich, I.: L\u00e9vy flights, non-local search and simulated annealing J. Comput. Phys. 226(2), 1830\u20131844 (2007)"},{"issue":"4","key":"1_CR12","first-page":"330","volume":"1","author":"XS Yang","year":"2010","unstructured":"Yang, X.S., Deb, S.: Engineering optimization by cuckoo search. Int. J. Math. Model. Num. Optim. 1(4), 330\u2013343 (2010)","journal-title":"Int. J. Math. Model. Num. Optim."},{"issue":"6","key":"1_CR13","doi-asserted-by":"publisher","first-page":"1616","DOI":"10.1016\/j.cor.2011.09.026","volume":"40","author":"XS Yang","year":"2013","unstructured":"Yang, X.S., Deb, S.: Multiobjective cuckoo search for design optimization. Comput. Oper. Res. 40(6), 1616\u20131624 (2013)","journal-title":"Comput. Oper. Res."},{"issue":"1","key":"1_CR14","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/s00521-013-1367-1","volume":"24","author":"XS Yang","year":"2014","unstructured":"Yang, X.S., Deb, S.: Cuckoo search: recent advances and applications. Neural Comput. Appl. 24(1), 169\u2013174 (2014)","journal-title":"Neural Comput. Appl."},{"key":"1_CR15","doi-asserted-by":"crossref","unstructured":"Yang, X.S., Deb, S., Fong, S.: Accelerated particle swarm optimization and support vector machine for business optimization and applications. In: Networked Digital Technologies, Communications in Computer and Information Science, vol. 136, pp. 53\u201366 (2011)","DOI":"10.1007\/978-3-642-22185-9_6"},{"key":"1_CR16","doi-asserted-by":"crossref","unstructured":"Yang, X.S.: A new metaheuristic bat-inspired algorithm. In: Nature Inspired Cooperative Strategies for Optimisation (NICSO 2010), Studies in Computational Intelligence, vol. 284, pp. 65\u201374. Springer, New York (2010)","DOI":"10.1007\/978-3-642-12538-6_6"},{"issue":"5","key":"1_CR17","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1504\/IJBIC.2011.042259","volume":"3","author":"XS Yang","year":"2011","unstructured":"Yang, X.S.: Bat algorithm for multi-objective optimisation. Int. J. Bio-Inspired Comput. 3(5), 267\u2013274 (2011)","journal-title":"Int. J. Bio-Inspired Comput."},{"issue":"1\u20132","key":"1_CR18","first-page":"1","volume":"80","author":"I Fister Jr","year":"2013","unstructured":"Fister Jr, I., Fister, D., Yang, X.S.: A hybrid bat algorithm. Elektrotehniski Vestn. 80(1\u20132), 1\u20137 (2013)","journal-title":"Elektrotehniski Vestn."},{"issue":"5","key":"1_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1108\/02644401211235834","volume":"29","author":"XS Yang","year":"2012","unstructured":"Yang, X.S., Gandomi, A.H.: Bat algorithm: a novel approach for global engineering optimization. Eng. Comput. 29(5), 1\u201318 (2012)","journal-title":"Eng. Comput."},{"issue":"3","key":"1_CR20","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1504\/IJBIC.2013.055093","volume":"5","author":"XS Yang","year":"2013","unstructured":"Yang, X.S., He, X.S.: Bat algorithm: literature review and applications. Int. J. Bio-inspired Comput. 5(3), 141\u2013149 (2013)","journal-title":"Int. J. Bio-inspired Comput."},{"key":"1_CR21","doi-asserted-by":"crossref","unstructured":"Yang, X.S.: Flower pollination algorithm for global optimization. In: Unconventional Computation and Natural Computation, pp. 240\u2013249. Springer, New York (2012)","DOI":"10.1007\/978-3-642-32894-7_27"},{"key":"1_CR22","doi-asserted-by":"crossref","unstructured":"Yang, X.S.: Flower pollination algorithm for global optimization. In: Unconventional Computation and Natural Computation, Lecture Notes in Computer Science, vol. 7445, pp. 240\u2013249. Springer, New York (2012)","DOI":"10.1007\/978-3-642-32894-7_27"},{"issue":"1","key":"1_CR23","doi-asserted-by":"publisher","first-page":"861","DOI":"10.1016\/j.procs.2013.05.251","volume":"18","author":"XS Yang","year":"2013","unstructured":"Yang, X.S., Karamanoglu, M., He, X.S.: Multi-objective flower algorithm for optimization. Procedia Comput. Sci. 18(1), 861\u2013868 (2013)","journal-title":"Procedia Comput. Sci."},{"issue":"9","key":"1_CR24","doi-asserted-by":"publisher","first-page":"1222","DOI":"10.1080\/0305215X.2013.832237","volume":"46","author":"XS Yang","year":"2014","unstructured":"Yang, X.S., Karamanoglu, M., He, X.S.: Flower pollination algorithm: a novel approach for multiobjective optimization. Eng. Optim. 46(9), 1222\u20131237 (2014)","journal-title":"Eng. Optim."},{"key":"1_CR25","unstructured":"Storn, R.: On the usage of differential evolution for function optimization. Biennial Conference of the North American Fuzzy Information Processing Society (NAFIPS), pp. 519\u2013523. Berkeley, CA (1996)"},{"issue":"4","key":"1_CR26","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. Global Optim. 11(4), 341\u2013359 (1997)","journal-title":"J. Global Optim."},{"key":"1_CR27","volume-title":"Differential Evolution: A Practical Approach to Global Optimization","author":"K Price","year":"2005","unstructured":"Price, K., Storn, R., Lampinen, J.: Differential Evolution: A Practical Approach to Global Optimization. Springer, Berlin (2005)"},{"issue":"2","key":"1_CR28","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1177\/003754970107600201","volume":"76","author":"ZW Geem","year":"2001","unstructured":"Geem, Z.W., Kim, J.H., Loganathan, G.V.: A new heuristic optimization: Harmony search. Simulation 76(2), 60\u201368 (2001)","journal-title":"Simulation"},{"key":"1_CR29","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780195162929.001.0001","volume-title":"Perspectives on Adaptation in Natural and Artificial Systems","author":"L Booker","year":"2005","unstructured":"Booker, L., Forrest, S., Mitchell, M., Riolo, R.: Perspectives on Adaptation in Natural and Artificial Systems. Oxford University Press, Oxford (2005)"},{"key":"1_CR30","volume-title":"Adaptation in Natural and Artificial Systems","author":"J Holland","year":"1975","unstructured":"Holland, J.: Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Anbor (1975)"},{"issue":"7\u20138","key":"1_CR31","doi-asserted-by":"publisher","first-page":"2051","DOI":"10.1007\/s00521-013-1498-4","volume":"23","author":"XS Yang","year":"2013","unstructured":"Yang, X.S., Deb, S., Loomes, M., Karamanoglu, M.: A framework for self-tuning optimization algorithm. Neural Comput. Appl. 23(7\u20138), 2051\u20132057 (2013)","journal-title":"Neural Comput. Appl."},{"issue":"1","key":"1_CR32","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.swevo.2011.02.001","volume":"1","author":"AE Eiben","year":"2011","unstructured":"Eiben, A.E., Smit, S.K.: Parameter tuning for configuring and analyzing evolutionary algorithms. Swarm Evol. Comput. 1(1), 19\u201331 (2011)","journal-title":"Swarm Evol. Comput."},{"issue":"2","key":"1_CR33","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1007\/s10898-012-9851-1","volume":"55","author":"RV Belavkin","year":"2013","unstructured":"Belavkin, R.V.: Optimal measures and Markov transition kernels. J. Global Optim. 55(2), 387\u2013416 (2013)","journal-title":"J. Global Optim."},{"issue":"11","key":"1_CR34","first-page":"180","volume":"38","author":"F Wang","year":"2012","unstructured":"Wang, F., He, X.S., Wang, Y., Yang, S.M.: Markov model and convergence analysis based on cuckoo search algorithm. Comput. Eng. 38(11), 180\u2013185 (2012). (in Chinese)","journal-title":"Comput. Eng."},{"issue":"5","key":"1_CR35","first-page":"1323","volume":"30","author":"GQ Huang","year":"2013","unstructured":"Huang, G.Q., Zhao, W.J., Lu, Q.Q.: Bat algorithm with global convergence for solving large-scale optimization problem. Appl. Res. Comput. 30(5), 1323\u20131328 (2013). (in Chinese)","journal-title":"Appl. Res. Comput."},{"key":"1_CR36","first-page":"462","volume":"2011","author":"ZH Ren","year":"2011","unstructured":"Ren, Z.H., Wang, J., Gao, Y.L.: The global convergence of particle swarm optimization based on Markov chain. Control Theory Appl. 2011, 462\u2013466 (2011). (in Chinese)","journal-title":"Control Theory Appl."},{"issue":"2","key":"1_CR37","doi-asserted-by":"publisher","first-page":"268","DOI":"10.1145\/937503.937505","volume":"35","author":"C Blum","year":"2003","unstructured":"Blum, C., Roli, A.: Metaheuristics in combinatorial optimisation: overview and conceptural comparision. ACM Comput. Surv. 35(2), 268\u2013308 (2003)","journal-title":"ACM Comput. Surv."},{"issue":"1","key":"1_CR38","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1109\/4235.585893","volume":"1","author":"DH Wolpert","year":"1997","unstructured":"Wolpert, D.H., Macready, W.G.: No free lunch theorems for optimization. IEEE Trans. Evol. Comput. 1(1), 67\u201382 (1997)","journal-title":"IEEE Trans. Evol. Comput."}],"container-title":["Studies in Computational Intelligence","Recent Advances in Swarm Intelligence and Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-13826-8_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,15]],"date-time":"2025-05-15T15:17:31Z","timestamp":1747322251000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-13826-8_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,12,28]]},"ISBN":["9783319138251","9783319138268"],"references-count":38,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-13826-8_1","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2014,12,28]]}}}