{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,22]],"date-time":"2024-06-22T07:17:11Z","timestamp":1719040631635},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2011,12,21]],"date-time":"2011-12-21T00:00:00Z","timestamp":1324425600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Swarm Intell"],"published-print":{"date-parts":[[2012,6]]},"DOI":"10.1007\/s11721-011-0066-8","type":"journal-article","created":{"date-parts":[[2011,12,20]],"date-time":"2011-12-20T16:23:38Z","timestamp":1324398218000},"page":"77-116","source":"Crossref","is-referenced-by-count":11,"title":["A speculative approach to parallelization in particle swarm optimization"],"prefix":"10.1007","volume":"6","author":[{"given":"Matthew","family":"Gardner","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew","family":"McNabb","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kevin","family":"Seppi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2011,12,21]]},"reference":[{"issue":"1","key":"66_CR1","first-page":"100","volume":"4","author":"M. Belal","year":"2004","unstructured":"Belal, M., & El-Ghazawi, T. (2004). Parallel models for particle swarm optimizers. International Journal of Intelligent Computing and Information Sciences, 4(1), 100\u2013111.","journal-title":"International Journal of Intelligent Computing and Information Sciences"},{"issue":"1","key":"66_CR2","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1023\/A:1015059928466","volume":"1","author":"H. Beyer","year":"2002","unstructured":"Beyer, H., & Schwefel, H. (2002). Evolution strategies\u2014A comprehensive introduction. Natural Computing, 1(1), 3\u201352.","journal-title":"Natural Computing"},{"key":"66_CR3","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1109\/SIS.2007.368035","volume-title":"Proceedings of the IEEE swarm intelligence symposium","author":"D. Bratton","year":"2007","unstructured":"Bratton, D., & Kennedy, J. (2007). Defining a standard for particle swarm optimization. In Proceedings of the IEEE swarm intelligence symposium (pp. 120\u2013127). Piscataway: IEEE Press."},{"key":"66_CR4","first-page":"809","volume":"21","author":"J.-F. Chang","year":"2005","unstructured":"Chang, J.-F., Chu, S.-C., Roddick, J. F., & Pan, J.-S. (2005). A parallel particle swarm optimization algorithm with communication strategies. Journal of Information Science and Engineering, 21, 809\u2013818.","journal-title":"Journal of Information Science and Engineering"},{"key":"66_CR5","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1007\/3-540-32839-4_8","volume-title":"Parallel evolutionary computations","author":"S.-C. Chu","year":"2006","unstructured":"Chu, S.-C., & Pan, J.-S. (2006). Intelligent parallel particle swarm optimization algorithms. In Parallel evolutionary computations (p. 159\u2013175)."},{"issue":"1","key":"66_CR6","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\u2014Explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation, 6(1), 58\u201373.","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"66_CR7","volume-title":"Introduction to parallel computing","author":"A. Grama","year":"2003","unstructured":"Grama, A., Gupta, A., Karypis, G., & Kumar, V. (2003). Introduction to parallel computing (2nd ed.). Harlow: Addison-Wesley.","edition":"2"},{"key":"66_CR8","unstructured":"Herrera, F., Lozano, M., & Molina, D. (2010). Test suite for the special issue of soft computing on scalability of evolutionary algorithms and other metaheuristics for large scale continuous optimization problems (Tech. rep.). University of Granada."},{"issue":"2","key":"66_CR9","doi-asserted-by":"crossref","first-page":"444","DOI":"10.1109\/TSMCB.2008.2006628","volume":"39","author":"S.-T. Hsieh","year":"2009","unstructured":"Hsieh, S.-T., Sun, T.-Y., Liu, C.-C., & Tsai, S.-J. (2009). Efficient population utilization strategy for particle swarm optimizer. IEEE Transactions on Systems, Man, and Cybernetics. Part B. Cybernetics, 39(2), 444\u2013456.","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics. Part B. Cybernetics"},{"issue":"11","key":"66_CR10","doi-asserted-by":"crossref","first-page":"3459","DOI":"10.1109\/TAP.2005.858842","volume":"53","author":"N. Jin","year":"2005","unstructured":"Jin, N., & Rahmat-Samii, Y. (2005). Parallel particle swarm optimization and finite-difference time-domain (PSO\/FDTD) algorithm for multiband and wide-band patch antenna designs. IEEE Transactions on Antennas and Propagation, 53(11), 3459\u20133468.","journal-title":"IEEE Transactions on Antennas and Propagation"},{"key":"66_CR11","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1109\/SIS.2003.1202251","volume-title":"Proceedings of the IEEE swarm intelligence symposium, 2003","author":"J. Kennedy","year":"2003","unstructured":"Kennedy, J. (2003). Bare bones particle swarms. In Proceedings of the IEEE swarm intelligence symposium, 2003 (pp. 80\u201387). Piscataway: IEEE Press."},{"key":"66_CR12","doi-asserted-by":"crossref","first-page":"1942","DOI":"10.1109\/ICNN.1995.488968","volume-title":"International conference on neural networks IV","author":"J. Kennedy","year":"1995","unstructured":"Kennedy, J., & Eberhart, R. C. (1995). Particle swarm optimization. In International conference on neural networks IV (pp. 1942\u20131948). Piscataway: IEEE Press."},{"key":"66_CR13","doi-asserted-by":"crossref","first-page":"578","DOI":"10.1002\/nme.1646","volume":"67","author":"B.-I. Koh","year":"2006","unstructured":"Koh, B.-I., George, A. D., Haftka, R. T., & Fregly, B. J. (2006). Parallel asynchronous particle swarm optimization. International Journal for Numerical Methods in Engineering, 67, 578\u2013595.","journal-title":"International Journal for Numerical Methods in Engineering"},{"key":"66_CR14","doi-asserted-by":"crossref","first-page":"855","DOI":"10.1109\/NPC.2007.108","volume-title":"Network and parallel computing workshops, 2007. NPC workshops. IFIP international conference on","author":"J. Li","year":"2007","unstructured":"Li, J., Wang, X., He, R., & Chi, Z. (2007). An efficient fine-grained parallel genetic algorithm based on gpu-accelerated. In Network and parallel computing workshops, 2007. NPC workshops. IFIP international conference on (pp. 855\u2013862). Piscataway: IEEE Press."},{"key":"66_CR15","doi-asserted-by":"crossref","first-page":"712","DOI":"10.1109\/CEC.2009.4983015","volume-title":"Proceedings of the IEEE congress on evolutionary computation","author":"A. McNabb","year":"2009","unstructured":"McNabb, A., Gardner, M., & Seppi, K. (2009). An exploration of topologies and communication in large particle swarms. In Proceedings of the IEEE congress on evolutionary computation (pp. 712\u2013719). Piscataway: IEEE Press."},{"key":"66_CR16","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1109\/CEC.2007.4424448","volume-title":"Proceedings of the IEEE congress on evolutionary computation","author":"A. W. McNabb","year":"2007","unstructured":"McNabb, A. W., Monson, C. K., & Seppi, K. D. (2007). Parallel PSO using MapReduce. In Proceedings of the IEEE congress on evolutionary computation (pp. 7\u201314). Piscataway: IEEE Press."},{"key":"66_CR17","unstructured":"Mendes, R. (2004). Population topologies and their influence in particle swarm performance. Ph.D. thesis, Escola de Engenharia, Universidade do Minho, Guimaraes, Portugal."},{"issue":"3","key":"66_CR18","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1109\/TEVC.2004.826074","volume":"8","author":"R. Mendes","year":"2004","unstructured":"Mendes, R., Kennedy, J., & Neves, J. (2004). The fully informed particle swarm: Simpler, maybe better. IEEE Transactions on Evolutionary Computation, 8(3), 204\u2013210.","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"66_CR19","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1145\/1068009.1068045","volume-title":"Proceedings of the genetic and evolutionary computation conference (GECCO 2005)","author":"C. K. Monson","year":"2005","unstructured":"Monson, C. K., & Seppi, K. D. (2005). Exposing origin-seeking bias in PSO. In Proceedings of the genetic and evolutionary computation conference (GECCO 2005) (Vol.\u00a01, pp.\u00a0241\u2013248). New York: ACM Press."},{"issue":"2","key":"66_CR20","doi-asserted-by":"crossref","first-page":"368","DOI":"10.1109\/TSMCB.2010.2055848","volume":"41","author":"M. A. Montes de Oca","year":"2010","unstructured":"Montes de Oca, M. A., St\u00fctzle, T., Van\u00a0den Enden, K., & Dorigo, M. (2010). Incremental social learning in particle swarms. IEEE Transactions on Systems, Man, and Cybernetics. Part B. Cybernetics, 41(2), 368\u2013384.","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics. Part B. Cybernetics"},{"key":"66_CR21","unstructured":"Mostaghim, S., Branke, J., & Schmeck, H. (2006). Multi-objective particle swarm optimization on computer grids (Technical Report 502). AIFB Institute, Karlsruhe, Germany."},{"key":"66_CR22","first-page":"823","volume-title":"Proceedings of the IASTED international conference on artificial intelligence and applications","author":"K. E. Parsopoulos","year":"2004","unstructured":"Parsopoulos, K. E., Tasoulis, D. K., & Vrahatis, M. N. (2004). Multiobjective optimization using parallel vector evaluated particle swarm optimization. In Proceedings of the IASTED international conference on artificial intelligence and applications (pp.\u00a0823\u2013828). Calgary: IASTED\/ACTA Press."},{"key":"66_CR23","first-page":"1","volume":"3","author":"R. Poli","year":"2008","unstructured":"Poli, R. (2008a). Analysis of the publications on the applications of particle swarm optimisation. Journal of Artificial Evolution and Applications, 3, 1\u201310.","journal-title":"Journal of Artificial Evolution and Applications"},{"issue":"2","key":"66_CR24","first-page":"1","volume":"8","author":"R. Poli","year":"2008","unstructured":"Poli, R. (2008b). Dynamics and stability of the sampling distribution of particle swarm optimisers via moment analysis. Journal of Artificial Evolution and Applications, 8(2), 1\u201310.","journal-title":"Journal of Artificial Evolution and Applications"},{"issue":"1","key":"66_CR25","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1007\/s11721-007-0002-0","volume":"1","author":"R. Poli","year":"2007","unstructured":"Poli, R., Kennedy, J., & Blackwell, T. (2007). Particle swarm optimization. Swarm Intelligence, 1(1), 33\u201357.","journal-title":"Swarm Intelligence"},{"key":"66_CR26","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1007\/BFb0029754","volume-title":"Parallel problem solving from nature","author":"G. Rudolph","year":"1991","unstructured":"Rudolph, G. (1991). Global optimization by means of distributed evolution strategies. In Parallel problem solving from nature (pp. 209\u2013213). Berlin: Springer."},{"issue":"13","key":"66_CR27","doi-asserted-by":"crossref","first-page":"2296","DOI":"10.1002\/nme.1149","volume":"61","author":"J. F. Schutte","year":"2004","unstructured":"Schutte, J. F., Reinbolt, J. A., Fregly, B. J., Haftka, R. T., & George, A. D. (2004). Parallel global optimization with the particle swarm algorithm. International Journal for Numerical Methods in Engineering, 61(13), 2296\u20132315.","journal-title":"International Journal for Numerical Methods in Engineering"},{"key":"66_CR28","first-page":"2481","volume-title":"Proceedings of the IEEE congress on evolutionary computation","author":"I. Scriven","year":"2008","unstructured":"Scriven, I., Ireland, D., Lewis, A., Mostaghim, S., & Branke, J. (2008a). Asynchronous multiple objective particle swarm optimisation in unreliable distributed environments. In Proceedings of the IEEE congress on evolutionary computation (pp. 2481\u20132486). Piscataway: IEEE Press."},{"key":"66_CR29","first-page":"2925","volume-title":"Proceedings of the IEEE congress on evolutionary computation","author":"I. Scriven","year":"2008","unstructured":"Scriven, I., Lewis, A., Ireland, D., & Lu, J. (2008b). Decentralised distributed multiple objective particle swarm optimisation using peer to peer networks. In Proceedings of the IEEE congress on evolutionary computation (pp. 2925\u20132928). Piscataway: IEEE Press."},{"key":"66_CR30","volume-title":"Proceedings of the 6th world congresses of structural and multidisciplinary optimization","author":"G. Venter","year":"2005","unstructured":"Venter, G., & Sobieszczanski-Sobieski, J. (2005). A parallel particle swarm optimization algorithm accelerated by asynchronous evaluations. In Proceedings of the 6th world congresses of structural and multidisciplinary optimization. Berlin: Springer."},{"issue":"4","key":"66_CR31","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1109\/71.97904","volume":"2","author":"E. Witte","year":"1991","unstructured":"Witte, E., Chamberlain, R., & Franklin, M. (1991). Parallel simulated annealing using speculative computation. IEEE Transactions on Parallel and Distributed Systems, 2(4), 483\u2013494.","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"issue":"1","key":"66_CR32","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1109\/4235.585893","volume":"1","author":"D. H. Wolpert","year":"1997","unstructured":"Wolpert, D. H., & Macready, W. G. (1997). No free lunch theorems for optimization. IEEE Transactions on Evolutionary Computation, 1(1), 67\u201382.","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"66_CR33","doi-asserted-by":"crossref","first-page":"1493","DOI":"10.1109\/CEC.2009.4983119","volume-title":"Proceedings of the IEEE congress on evolutionary computation","author":"Y. Zhou","year":"2009","unstructured":"Zhou, Y., & Tan, Y. (2009). GPU-based parallel particle swarm optimization. In Proceedings of the IEEE congress on evolutionary computation (pp. 1493\u20131500). Piscataway: IEEE Press."}],"container-title":["Swarm Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11721-011-0066-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11721-011-0066-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11721-011-0066-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,20]],"date-time":"2019-06-20T23:53:48Z","timestamp":1561074828000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11721-011-0066-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,12,21]]},"references-count":33,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2012,6]]}},"alternative-id":["66"],"URL":"https:\/\/doi.org\/10.1007\/s11721-011-0066-8","relation":{},"ISSN":["1935-3812","1935-3820"],"issn-type":[{"value":"1935-3812","type":"print"},{"value":"1935-3820","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,12,21]]}}}