{"id":"https://openalex.org/W3189183394","doi":"https://doi.org/10.1109/cec45853.2021.9504760","title":"Visualizing and Characterizing the Parameter Configuration Landscape of Particle Swarm Optimization using Physical Landform Classification","display_name":"Visualizing and Characterizing the Parameter Configuration Landscape of Particle Swarm Optimization using Physical Landform Classification","publication_year":2021,"publication_date":"2021-06-28","ids":{"openalex":"https://openalex.org/W3189183394","doi":"https://doi.org/10.1109/cec45853.2021.9504760","mag":"3189183394"},"language":"en","primary_location":{"id":"doi:10.1109/cec45853.2021.9504760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec45853.2021.9504760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://unsworks.unsw.edu.au/bitstreams/e0fc5966-fc25-4a82-bd0f-21dc632a50f0/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068835487","display_name":"Kyle Robert Harrison","orcid":"https://orcid.org/0000-0002-1443-3005"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kyle Robert Harrison","raw_affiliation_strings":["University of New South Wales,School of Engineering and Information Technology,Canberra,Australia","School of Engineering and Information Technology, University of New South Wales, Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New South Wales,School of Engineering and Information Technology,Canberra,Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005525160","display_name":"Beatrice Ombuki-Berman","orcid":"https://orcid.org/0000-0002-7296-9510"},"institutions":[{"id":"https://openalex.org/I186803428","display_name":"Brock University","ror":"https://ror.org/056am2717","country_code":"CA","type":"education","lineage":["https://openalex.org/I186803428"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Beatrice M. Ombuki-Berman","raw_affiliation_strings":["Brock University,Department of Computer Science,St. Catharines,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brock University,Department of Computer Science,St. Catharines,Canada","institution_ids":["https://openalex.org/I186803428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039197997","display_name":"Andries P. Engelbrecht","orcid":"https://orcid.org/0000-0002-0242-3539"},"institutions":[{"id":"https://openalex.org/I26092322","display_name":"Stellenbosch University","ror":"https://ror.org/05bk57929","country_code":"ZA","type":"education","lineage":["https://openalex.org/I26092322"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Andries P. Engelbrecht","raw_affiliation_strings":["Stellenbosch University,Department of Industrial Engineering and Division of Computer Science,Stellenbosch,South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stellenbosch University,Department of Industrial Engineering and Division of Computer Science,Stellenbosch,South Africa","institution_ids":["https://openalex.org/I26092322"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09283602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"1","issue":null,"first_page":"2299","last_page":"2306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8103128671646118},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6277533173561096},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5965462923049927},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.594730794429779},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5658503174781799},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5411561727523804},{"id":"https://openalex.org/keywords/landform","display_name":"Landform","score":0.5411272644996643},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5118686556816101},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.47295233607292175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34192684292793274},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28842034935951233},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.241580069065094},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08379626274108887}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8103128671646118},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6277533173561096},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5965462923049927},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.594730794429779},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5658503174781799},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5411561727523804},{"id":"https://openalex.org/C108497213","wikidata":"https://www.wikidata.org/wiki/Q271669","display_name":"Landform","level":2,"score":0.5411272644996643},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5118686556816101},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.47295233607292175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34192684292793274},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28842034935951233},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.241580069065094},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08379626274108887},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec45853.2021.9504760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec45853.2021.9504760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_77152","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_77152","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/e0fc5966-fc25-4a82-bd0f-21dc632a50f0/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 IEEE Congress on Evolutionary Computation (CEC), 2021-06-28 - 2021-07-01","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_77152","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_77152","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/e0fc5966-fc25-4a82-bd0f-21dc632a50f0/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 IEEE Congress on Evolutionary Computation (CEC), 2021-06-28 - 2021-07-01","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6100000143051147,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3189183394.pdf","grobid_xml":"https://content.openalex.org/works/W3189183394.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W28331039","https://openalex.org/W748368181","https://openalex.org/W1535529451","https://openalex.org/W1933385826","https://openalex.org/W1971414292","https://openalex.org/W2012939405","https://openalex.org/W2012986677","https://openalex.org/W2016695533","https://openalex.org/W2027547846","https://openalex.org/W2031225958","https://openalex.org/W2053523037","https://openalex.org/W2067483921","https://openalex.org/W2081315321","https://openalex.org/W2081749411","https://openalex.org/W2082572992","https://openalex.org/W2111393363","https://openalex.org/W2117595234","https://openalex.org/W2139386984","https://openalex.org/W2152195021","https://openalex.org/W2162012556","https://openalex.org/W2165299997","https://openalex.org/W2169291847","https://openalex.org/W2219036994","https://openalex.org/W2417927506","https://openalex.org/W2515129811","https://openalex.org/W2543580944","https://openalex.org/W2724857582","https://openalex.org/W2759086487","https://openalex.org/W2963673726","https://openalex.org/W2968989365","https://openalex.org/W2976457931","https://openalex.org/W3120705267","https://openalex.org/W6601193924","https://openalex.org/W6632016383","https://openalex.org/W6640368482","https://openalex.org/W6745017560"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2133833450","https://openalex.org/W2349895019","https://openalex.org/W2070977815","https://openalex.org/W2116074880","https://openalex.org/W2950423922","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2132113279"],"abstract_inverted_index":{"When":[0],"designing":[1],"effective":[2],"parameter":[3,27,47],"tuning":[4],"and/or":[5],"self-adaptive":[6],"mechanisms":[7],"for":[8],"meta-heuristic":[9,50],"optimizers,":[10],"any":[11],"insights":[12,106],"about":[13],"the":[14,26,41,45,56,67,75,108],"configuration":[15,28],"process":[16],"and":[17,39,65,79,100],"its":[18],"associated":[19,110],"landscape":[20,29,42],"are":[21],"of":[22,49,58],"great":[23],"benefit.":[24],"Recently,":[25],"(PCL)":[30],"was":[31,69],"proposed":[32],"as":[33],"a":[34],"mechanism":[35],"to":[36,62,82],"formally":[37],"study":[38,73],"characterize":[40,64],"induced":[43],"by":[44],"control":[46],"values":[48],"search":[51],"techniques.":[52],"As":[53],"an":[54],"extension,":[55],"use":[57],"geomorphon":[59,76],"landform":[60],"types":[61],"further":[63],"visualize":[66],"PCL":[68,109],"recently":[70],"proposed.":[71],"This":[72],"adopts":[74],"classification":[77],"scheme":[78],"applies":[80],"it":[81],"particle":[83],"swarm":[84,101],"optimization":[85],"(PSO).":[86],"The":[87],"methodology":[88],"is":[89],"applied":[90],"on":[91],"20":[92],"minimization":[93],"benchmark":[94],"problems":[95],"with":[96,111],"various":[97],"problem":[98],"dimensions":[99],"sizes,":[102],"thereby":[103],"providing":[104],"deep":[105],"into":[107],"PSO.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}