{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,11]],"date-time":"2025-12-11T07:38:35Z","timestamp":1765438715551,"version":"3.37.3"},"reference-count":63,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,6,28]],"date-time":"2021-06-28T00:00:00Z","timestamp":1624838400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,6,28]],"date-time":"2021-06-28T00:00:00Z","timestamp":1624838400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,6,28]],"date-time":"2021-06-28T00:00:00Z","timestamp":1624838400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,6,28]]},"DOI":"10.1109\/cec45853.2021.9505006","type":"proceedings-article","created":{"date-parts":[[2021,8,9]],"date-time":"2021-08-09T21:57:06Z","timestamp":1628546226000},"page":"2289-2298","source":"Crossref","is-referenced-by-count":5,"title":["Predicting Particle Swarm Optimization Control Parameters From Fitness Landscape Characteristics"],"prefix":"10.1109","author":[{"given":"Cody","family":"Dennis","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Beatrice M.","family":"Ombuki-Berman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andries","family":"Engelbrecht","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2020.100731"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2014.01.009"},{"key":"ref33","article-title":"The influence of fitness landscape characteristics on the search behaviour of particle swarm optimisers","author":"bosman","year":"2019","journal-title":"Ph D Dissertation"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2008.4630938"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2002.1004493"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1995.488968"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.09.053"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.857610"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2605668"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-09952-1_8"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2014.6900240"},{"key":"ref62","article-title":"TensorFlow: Large-scale machine learning on heterogeneous systems","author":"abadi","year":"2015","journal-title":"software available from tensorflow org"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2017.2694221"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177730491"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2014.08.023"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11721-017-0150-9"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-53856-8_37"},{"key":"ref2","article-title":"An analysis of particle swarm optimizers","author":"van den bergh","year":"2001","journal-title":"Ph D Dissertation"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.09.057"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1115\/1.3653121"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s11721-017-0141-x"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2016.7850265"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2014.2322883"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2017.7969333"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2018.01.006"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2017.8285342"},{"key":"ref50","first-page":"184","article-title":"Fitness distance correlation as a measure of problem difficulty for genetic algorithms","volume":"95","author":"jones","year":"1995","journal-title":"Proceedings of the 6th International Conference on Genetic Algorithms"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2013.6557671"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/BRICS-CCI-CBIC.2013.31"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/2464576.2464582"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2014.6900576"},{"key":"ref56","doi-asserted-by":"crossref","first-page":"386","DOI":"10.1007\/978-3-642-29178-4_39","article-title":"Improved topological niching for real-valued global optimization","author":"preuss","year":"2012","journal-title":"European Conference on the Applications of Evolutionary Computation"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/2739480.2754642"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/2001576.2001690"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2017.7969464"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144085"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41888-4_4"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2019.106031"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2019.105829"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2330163.2330336"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12239-2_56"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2007.4424460"},{"article-title":"Few-shots parameter tuning via co-evolution","year":"2020","author":"tang","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2011.02.001"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2739480.2754673"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3071178.3071343"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1007\/978-3-642-25566-3_40","article-title":"Sequential model-based optimization for general algorithm configuration","author":"hutter","year":"2011","journal-title":"International Conference on Learning and Intelligent Optimization"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00129"},{"key":"ref3","article-title":"An off-the-shelf pso","author":"carlisle","year":"2001","journal-title":"Workshop Particle Swarm Optimization Indianapolis"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI44817.2019.9002761"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.07.016"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.02.113"},{"key":"ref49","article-title":"Fitness landscape analysis of feed-forward neural networks","author":"bosman","year":"2019","journal-title":"Ph D Dissertation"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2016.2599164"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/evco_a_00242"},{"key":"ref46","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1016\/j.ins.2015.05.010","article-title":"Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges","volume":"317","author":"mu\u00f1oz","year":"2015","journal-title":"Information Sciences"},{"key":"ref45","article-title":"Characterising continuous optimisation problems for particle swarm optimisation performance prediction","author":"malan","year":"2014","journal-title":"Ph D Dissertation"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45692-9_10"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICIAFS.2014.7069635"},{"key":"ref42","article-title":"Evolutionary algorithms, fitness landscapes and search","author":"jones","year":"1995","journal-title":"Ph D Dissertation"},{"article-title":"The roles of mutation, inbreeding, crossbreeding, and selection in evolution","year":"1932","author":"wright","key":"ref41"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2009.4983112"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/4235.887234"}],"event":{"name":"2021 IEEE Congress on Evolutionary Computation (CEC)","start":{"date-parts":[[2021,6,28]]},"location":"Krak\u00f3w, Poland","end":{"date-parts":[[2021,7,1]]}},"container-title":["2021 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9504682\/9504683\/09505006.pdf?arnumber=9505006","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:44:36Z","timestamp":1652197476000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9505006\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,28]]},"references-count":63,"URL":"https:\/\/doi.org\/10.1109\/cec45853.2021.9505006","relation":{},"subject":[],"published":{"date-parts":[[2021,6,28]]}}}