{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,17]],"date-time":"2026-05-17T09:04:55Z","timestamp":1779008695185,"version":"3.51.4"},"reference-count":26,"publisher":"World Scientific Pub Co Pte Lt","issue":"09","funder":[{"name":"Natural Science Foundation of Shandong Province, China","award":["ER2012EM021"],"award-info":[{"award-number":["ER2012EM021"]}]},{"name":"Promotive Research Fund for Excellent Young and Middle-aged Scientists of Shandong Province, China","award":["BS2015DX010"],"award-info":[{"award-number":["BS2015DX010"]}]},{"name":"South Africa National Research Fund (NRF) Competitive Program for Rated Researchers","award":["RDYR14080687218"],"award-info":[{"award-number":["RDYR14080687218"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Patt. Recogn. Artif. Intell."],"published-print":{"date-parts":[[2016,11]]},"abstract":"<jats:p> A new particle optimization algorithm with dynamic topology is proposed based on small world network. The technique imitates the dissemination of information in a small world network by dynamically updating the neighborhood topology of the Particle Swarm Optimization (PSO). In comparison with other four classic topologies and two PSO algorithms based on small world network, the proposed dynamic neighborhood strategy is more effective in coordinating the exploration and exploitation ability of PSO. Simulations demonstrated that the convergence of the swarms is faster than its competitors. Meanwhile, the proposed method maintains population diversity and enhances the global search ability for a series of benchmark problems. <\/jats:p>","DOI":"10.1142\/s0218001416600090","type":"journal-article","created":{"date-parts":[[2016,7,22]],"date-time":"2016-07-22T08:45:46Z","timestamp":1469177146000},"page":"1660009","source":"Crossref","is-referenced-by-count":11,"title":["Dynamic Small World Network Topology for Particle Swarm Optimization"],"prefix":"10.1142","volume":"30","author":[{"given":"Qingxue","family":"Liu","sequence":"first","affiliation":[{"name":"College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao 266590, P. R. China"},{"name":"Department of Electrical Engineering, Tshwane University of Technology, Pretoria 0001, South Africa"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Barend Jacobus","family":"van Wyk","sequence":"additional","affiliation":[{"name":"Faculty of Engineering and Built Environment, Tshwane University of Technology, Pretoria 0001, South Africa"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengzhi","family":"Du","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, Mechatronics, and Industrial Design, Tshwane University of Technology, Pretoria 0001, South Africa"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanxia","family":"Sun","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronic Engineering Science, University of Johannesburg, Johannesburg 2006, South Africa"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2016,11,22]]},"reference":[{"key":"S0218001416600090BIB001","doi-asserted-by":"publisher","DOI":"10.1103\/RevModPhys.74.47"},{"key":"S0218001416600090BIB002","doi-asserted-by":"publisher","DOI":"10.1177\/1073858406293182"},{"key":"S0218001416600090BIB003","volume-title":"Evolutionary Algorithms for Solving Multi-Objective Problems","author":"Coello C. A. Coello","year":"2007"},{"key":"S0218001416600090BIB008","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2012.052112.120417"},{"key":"S0218001416600090BIB010","doi-asserted-by":"publisher","DOI":"10.1002\/eej.20077"},{"key":"S0218001416600090BIB012","doi-asserted-by":"publisher","DOI":"10.1016\/j.matcom.2004.10.003"},{"key":"S0218001416600090BIB015","volume-title":"Swarm Intelligence","author":"Kennedy J.","year":"2001"},{"key":"S0218001416600090BIB017","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2006.875410"},{"issue":"3","key":"S0218001416600090BIB018","first-page":"150","volume":"14","author":"Li X. D.","year":"2010","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"6","key":"S0218001416600090BIB019","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1109\/TPDS.2007.70757","volume":"19","author":"LI M.","year":"2012","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"key":"S0218001416600090BIB020","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2014.2308221"},{"key":"S0218001416600090BIB024","doi-asserted-by":"publisher","DOI":"10.2299\/jsp.18.291"},{"key":"S0218001416600090BIB026","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2004.826074"},{"key":"S0218001416600090BIB027","first-page":"61","volume":"22","author":"Milgram S.","year":"1967","journal-title":"Psychol. Today"},{"issue":"4","key":"S0218001416600090BIB028","first-page":"341","volume":"263","author":"Newman M. E. J.","year":"1991","journal-title":"Phys. Lett. A"},{"key":"S0218001416600090BIB029","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001415590016"},{"key":"S0218001416600090BIB030","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-014-1669-y"},{"key":"S0218001416600090BIB033","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(00)00053-8"},{"key":"S0218001416600090BIB035","doi-asserted-by":"publisher","DOI":"10.2307\/2786545"},{"key":"S0218001416600090BIB036","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-45062-4_80"},{"key":"S0218001416600090BIB037","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1007\/978-81-322-2126-5_51","volume":"324","author":"Vora M.","year":"2015","journal-title":"Artif. Intell. Evol. Algorithms Eng. Syst."},{"key":"S0218001416600090BIB038","doi-asserted-by":"crossref","DOI":"10.1515\/9780691188331","volume-title":"Small Worlds: The Dynamics of Networks between Order and Randomness","author":"Watts D. J.","year":"1999"},{"key":"S0218001416600090BIB039","doi-asserted-by":"publisher","DOI":"10.1038\/30918"},{"key":"S0218001416600090BIB040","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2014.2385698"},{"issue":"2","key":"S0218001416600090BIB041","first-page":"371","volume":"28","author":"Xu Y.","year":"2015","journal-title":"Proc. IEEE Trans. Knowl. Data Eng."},{"key":"S0218001416600090BIB042","doi-asserted-by":"publisher","DOI":"10.1109\/4235.771163"}],"container-title":["International Journal of Pattern Recognition and Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218001416600090","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T13:11:51Z","timestamp":1565097111000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218001416600090"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,11]]},"references-count":26,"journal-issue":{"issue":"09","published-online":{"date-parts":[[2016,11,22]]},"published-print":{"date-parts":[[2016,11]]}},"alternative-id":["10.1142\/S0218001416600090"],"URL":"https:\/\/doi.org\/10.1142\/s0218001416600090","relation":{},"ISSN":["0218-0014","1793-6381"],"issn-type":[{"value":"0218-0014","type":"print"},{"value":"1793-6381","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,11]]}}}