{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T06:23:55Z","timestamp":1777703035839,"version":"3.51.4"},"reference-count":35,"publisher":"SAGE Publications","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IFS"],"published-print":{"date-parts":[[2016,7,22]]},"DOI":"10.3233\/jifs-169033","type":"journal-article","created":{"date-parts":[[2016,7,26]],"date-time":"2016-07-26T09:59:17Z","timestamp":1469527157000},"page":"1041-1051","source":"Crossref","is-referenced-by-count":12,"title":["A parallel improved IWO algorithm on\u00a0GPU for solving large scale global optimization problems"],"prefix":"10.1177","volume":"31","author":[{"given":"Aijia","family":"Ouyang","sequence":"first","affiliation":[{"name":"Department of Computer and Information Science, Zunyi Normal College, Zunyi, China"},{"name":"Guangxi High School Key Laboratory of Complex System and Computational Intelligence, Nanning, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuyu","family":"Peng","sequence":"additional","affiliation":[{"name":"Department of Computer and Information Science, Zunyi Normal College, Zunyi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qian","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Computer and Information Science, Zunyi Normal College, Zunyi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ya","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Computer and Information Science, Zunyi Normal College, Zunyi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tung Khac","family":"Truong","sequence":"additional","affiliation":[{"name":"Institute for Computational Science and Faculty of Civil Engineering, Ton Duc Thang University, Hochiminh City, Vietnam"},{"name":"Faculty of Information Technology, Industrial University of Hochiminh city, Hochiminh, Vietnam"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"key":"10.3233\/JIFS-169033_ref1","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1016\/j.ins.2014.02.122","article-title":"A genetic algorithm for task scheduling on heterogeneous computing systems using multiple priority queues","volume":"270","author":"Xu","year":"2014","journal-title":"Information Sciences"},{"issue":"3","key":"10.3233\/JIFS-169033_ref2","doi-asserted-by":"crossref","first-page":"1461","DOI":"10.3233\/IFS-141431","article-title":"A genetic optimization algorithm for nonlinear stochastic programs in an automated manufacturing system","volume":"28","author":"Fazlollahtabar","year":"2015","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"issue":"12","key":"10.3233\/JIFS-169033_ref3","doi-asserted-by":"crossref","first-page":"3208","DOI":"10.1109\/TPDS.2014.2385698","article-title":"A hybrid chemical reaction optimization scheme for task scheduling on heterogeneous computing systems","volume":"26","author":"Xu","year":"2015","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"issue":"4","key":"10.3233\/JIFS-169033_ref4","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1016\/j.ecoinf.2006.07.003","article-title":"A novel numerical optimization algorithm inspired from weed colonization","volume":"1","author":"Mehrabian","year":"2006","journal-title":"Ecological Informatics"},{"issue":"3","key":"10.3233\/JIFS-169033_ref5","doi-asserted-by":"crossref","first-page":"1047","DOI":"10.3233\/IFS-141388","article-title":"A novel mutation differential evolution for global optimization","volume":"28","author":"Yu","year":"2015","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"issue":"2","key":"10.3233\/JIFS-169033_ref6","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1142\/S0218001415590041","article-title":"An adaptive invasive weed optimization algorithm","volume":"29","author":"Peng","year":"2015","journal-title":"International Journal of Pattern Recognition and Artificial Intelligence"},{"issue":"04","key":"10.3233\/JIFS-169033_ref7","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1142\/S0218001415590065","article-title":"An efficient and effective algorithm for large scale global optimization problems","volume":"29","author":"Lian","year":"2015","journal-title":"International Journal of Pattern Recognition and Artificial Intelligence"},{"key":"10.3233\/JIFS-169033_ref8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.engappai.2015.12.009","article-title":"A game-based meta-heuristic for a fuzzy bi-objective reliable hub location problem","volume":"50","author":"Mohammadi","year":"2016","journal-title":"Engineering Applications of Artificial Intelligence"},{"key":"10.3233\/JIFS-169033_ref9","unstructured":"Velmurugan T. , Khara S. , Nandakumar S. and Saravanan B. , Seamless Vertical Handoff using Invasive Weed Optimization (IWO) algorithm for heterogeneous wireless networks, Ain Shams Engineering Journal, Available online 2 February 10.1016\/j.asej.2015.11.020."},{"key":"10.3233\/JIFS-169033_ref10","unstructured":"Pouya A.R. , Solimanpur M. and Rezaee M.J. , Solving multi-objective portfolio optimization problem using invasive weed optimization, Swarm and Evolutionary Computation, Available online 15 January 2016, 10.1016\/j.asej.2015.11.020."},{"issue":"12","key":"10.3233\/JIFS-169033_ref11","doi-asserted-by":"crossref","first-page":"6645","DOI":"10.1016\/j.amc.2012.12.057","article-title":"A differential invasive weed optimization algorithm for improved global numerical optimization","volume":"219","author":"Basak","year":"2013","journal-title":"Applied Mathematics and Computation"},{"key":"10.3233\/JIFS-169033_ref12","doi-asserted-by":"crossref","first-page":"340","DOI":"10.1016\/j.energy.2014.06.026","article-title":"Solving non-linear, non-smooth and non-convex optimal power flow problems using chaotic invasive weed optimization algorithms based on chaos","volume":"73","author":"Ghasemi","year":"2014","journal-title":"Energy"},{"issue":"Part 3","key":"10.3233\/JIFS-169033_ref13","doi-asserted-by":"crossref","first-page":"1227","DOI":"10.1016\/j.neucom.2014.01.078","article-title":"A discrete invasive weed optimization algorithm for solving traveling salesman problem","volume":"151","author":"Zhou","year":"2015","journal-title":"Neurocomputing"},{"issue":"08","key":"10.3233\/JIFS-169033_ref14","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1142\/S0218001415500196","article-title":"The application of HIWOCSVM in analog circuit fault diagnosis","volume":"29","author":"Hu","year":"2015","journal-title":"International Journal of Pattern Recognition and Artificial Intelligence"},{"key":"10.3233\/JIFS-169033_ref15","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1016\/j.asoc.2014.12.014","article-title":"Large scale economic dispatch of power systems using oppositional invasive weed optimization","volume":"29","author":"Barisal","year":"2015","journal-title":"Applied Soft Computing"},{"key":"10.3233\/JIFS-169033_ref16","doi-asserted-by":"crossref","first-page":"932","DOI":"10.1016\/j.ijepes.2015.06.020","article-title":"Multiobjective invasive weed optimization-an application to optimal network reconfiguration in radial distribution systems","volume":"73","author":"Rani","year":"2015","journal-title":"International Journal of Electrical Power & Energy Systems"},{"issue":"3","key":"10.3233\/JIFS-169033_ref17","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1109\/TBC.2013.2244793","article-title":"Design of a novel antenna array beamformer using neural networks trained by modified adaptive dispersion invasive weed optimization based data","volume":"59","author":"Zaharis","year":"2013","journal-title":"Broadcasting, IEEE Transactions on"},{"issue":"1","key":"10.3233\/JIFS-169033_ref18","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1109\/TBC.2013.2283166","article-title":"Synthesis of a near-optimal high-gain antenna array with main lobe tilting and null filling using taguchi initialized invasive weed optimization","volume":"60","author":"Zaharis","year":"2014","journal-title":"Broad-casting, IEEE Transactions on"},{"key":"10.3233\/JIFS-169033_ref19","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1016\/j.compfluid.2014.05.020","article-title":"Parallel hybrid PSO with CUDA for lD heat conduction equation","volume":"110","author":"Ouyang","year":"2015","journal-title":"Computer & Fluids"},{"key":"10.3233\/JIFS-169033_ref20","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/j.compfluid.2013.08.005","article-title":"Entropic lattice boltzmann method based high reynolds number flow simulation using cuda on gpu","volume":"88","author":"Ye","year":"2013","journal-title":"Computers & Fluids"},{"issue":"Part A","key":"10.3233\/JIFS-169033_ref21","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1016\/j.jcp.2013.10.012","article-title":"Accelerating solidification process simulation for large-sized system of liquid metal atoms using gpu with cuda","volume":"257","author":"Jie","year":"2014","journal-title":"Journal of Computational Physics"},{"issue":"1","key":"10.3233\/JIFS-169033_ref22","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1109\/TPDS.2013.41","article-title":"Imgpu: Gpu-accelerated influence maximization in largescale social networks","volume":"25","author":"Liu","year":"2014","journal-title":"Parallel and Distributed Systems, IEEE Transactions on"},{"issue":"1","key":"10.3233\/JIFS-169033_ref23","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1109\/TVCG.2013.96","article-title":"Gpu-based volume visualization from high-order finite element fields","volume":"20","author":"Nelson","year":"2014","journal-title":"Visualization and Computer Graphics, IEEE Transactions on"},{"key":"10.3233\/JIFS-169033_ref24","doi-asserted-by":"crossref","first-page":"437","DOI":"10.1109\/ICNC.2014.6975875","article-title":"GPU-based variation of parallel invasive weed optimization algorithm for D functions","author":"Ouyang","year":"2014","journal-title":"2014 10th International Conference on Natural Computation (ICNC)"},{"issue":"1","key":"10.3233\/JIFS-169033_ref25","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1109\/TPDS.2014.2308221","article-title":"Performance analysis and optimization for SpMV on GPU using probabilistic modeling","volume":"26","author":"Li","year":"2015","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"issue":"9","key":"10.3233\/JIFS-169033_ref26","doi-asserted-by":"crossref","first-page":"2623","DOI":"10.1109\/TC.2014.2366731","article-title":"Performance optimization using partitioned SpMV on GPUs and multicore CPUs","volume":"64","author":"Yang","year":"2015","journal-title":"IEEE Transactions on Computers"},{"key":"10.3233\/JIFS-169033_ref27","first-page":"153","volume-title":"Technical Report, Nature Inspired Computation and Applications Laboratory","author":"K","year":"2009"},{"issue":"15","key":"10.3233\/JIFS-169033_ref28","doi-asserted-by":"crossref","first-page":"2985","DOI":"10.1016\/j.ins.2008.02.017","article-title":"Large scale evolutionary optimization using cooperative coevolution","volume":"178","author":"Yang","year":"2008","journal-title":"Information Sciences"},{"key":"10.3233\/JIFS-169033_ref29","doi-asserted-by":"crossref","first-page":"1663","DOI":"10.1109\/CEC.2008.4631014","article-title":"Multilevel cooperative coevolution for large scale optimization","author":"Yang","year":"2008","journal-title":"in Evolutionary Computation, 2008 CEC 2008 (IEEE World Congress on Computational Intelligence) IEEE Congress on IEEE"},{"key":"10.3233\/JIFS-169033_ref30","doi-asserted-by":"crossref","first-page":"1232","DOI":"10.1109\/CEC.2009.4983086","article-title":"Variance priority based cooperative co-evolution differential evolution for large scale global optimization","author":"Wang","year":"2009","journal-title":"in Evolutionary Computation, 2009 CEC\u201909 IEEE Congress on IEEE"},{"issue":"3","key":"10.3233\/JIFS-169033_ref31","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1109\/TEVC.2004.826069","article-title":"A cooperative approach to particle swarm optimization","volume":"8","author":"Van den Bergh","year":"2004","journal-title":"Evolutionary Computation, IEEE Transactions on"},{"issue":"2","key":"10.3233\/JIFS-169033_ref32","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1016\/j.ejor.2012.12.021","article-title":"Two-stage based ensemble optimization framework for large-scale global optimization","volume":"228","author":"Wang","year":"2013","journal-title":"European Journal of Operational Research"},{"key":"10.3233\/JIFS-169033_ref33","first-page":"1","article-title":"Cooperative co-evolution with delta grouping for large scale nonseparable function optimization","author":"Omidvar","year":"2010","journal-title":"in Evolutionary Computation (CEC), 2010 IEEE Congress on IEEE"},{"issue":"3","key":"10.3233\/JIFS-169033_ref34","doi-asserted-by":"crossref","first-page":"378","DOI":"10.1109\/TEVC.2013.2281543","article-title":"Cooperative co-evolution with differential grouping for large scale optimization","volume":"18","author":"Omidvar","year":"2014","journal-title":"Evolutionary Computation, IEEE Transactions on"},{"key":"10.3233\/JIFS-169033_ref35","first-page":"1","article-title":"Ma-sw-chains: Memetic algorithm based on local search chains for large scale continuous global optimization","author":"Molina","year":"2010","journal-title":"in Evolutionary Computation (CEC), 2010 IEEE Congress on IEEE"}],"container-title":["Journal of Intelligent & Fuzzy Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JIFS-169033","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:37:40Z","timestamp":1777455460000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JIFS-169033"}},"subtitle":[],"editor":[{"given":"Zheng","family":"Xiao","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Kenli","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2016,7,22]]},"references-count":35,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.3233\/jifs-169033","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,7,22]]}}}