{"id":"https://openalex.org/W2786198937","doi":"https://doi.org/10.1109/tevc.2019.2906894","title":"A Theoretical Guideline for Designing an Effective Adaptive Particle Swarm","display_name":"A Theoretical Guideline for Designing an Effective Adaptive Particle Swarm","publication_year":2019,"publication_date":"2019-03-22","ids":{"openalex":"https://openalex.org/W2786198937","doi":"https://doi.org/10.1109/tevc.2019.2906894","mag":"2786198937"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2019.2906894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2019.2906894","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1802.04855","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003490724","display_name":"Mohammad Reza Bonyadi","orcid":"https://orcid.org/0000-0003-0061-4902"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I4210114492","display_name":"National Imaging Facility","ror":"https://ror.org/01kdbsa35","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210114492"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]},{"id":"https://openalex.org/I885979982","display_name":"Rio Tinto (Australia)","ror":"https://ror.org/03z28c516","country_code":"AU","type":"company","lineage":["https://openalex.org/I4210153745","https://openalex.org/I885979982"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Mohammad Reza Bonyadi","raw_affiliation_strings":["Centre for Advanced Imaging, University of Queensland, Brisbane, Australia","Data Science and AI, Rio Tinto, Brisbane, Australia","Optimisation and Logistics Group, University of Adelaide, Adelaide, Australia","Data Science and AI, Rio Tinto, Brisbane, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0061-4902","affiliations":[{"raw_affiliation_string":"Centre for Advanced Imaging, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I4210114492","https://openalex.org/I165143802"]},{"raw_affiliation_string":"Data Science and AI, Rio Tinto, Brisbane, Australia","institution_ids":["https://openalex.org/I885979982"]},{"raw_affiliation_string":"Optimisation and Logistics Group, University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"Data Science and AI, Rio Tinto, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I885979982"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5003490724"],"corresponding_institution_ids":["https://openalex.org/I165143802","https://openalex.org/I4210114492","https://openalex.org/I5681781","https://openalex.org/I885979982"],"apc_list":null,"apc_paid":null,"fwci":0.1445,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54729921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"24","issue":"1","first_page":"57","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9990000128746033,"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":0.9990000128746033,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9804999828338623,"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":0.9757000207901001,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.9008930921554565},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.7647775411605835},{"id":"https://openalex.org/keywords/inertia","display_name":"Inertia","score":0.7042831182479858},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.7008004188537598},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.6853708028793335},{"id":"https://openalex.org/keywords/autocorrelation","display_name":"Autocorrelation","score":0.5277771949768066},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5010943412780762},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4922849237918854},{"id":"https://openalex.org/keywords/particle","display_name":"Particle (ecology)","score":0.46493953466415405},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42395055294036865},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.36085981130599976},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3513638973236084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21647071838378906},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13848933577537537},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1334322988986969},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.08462682366371155},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.0745861828327179},{"id":"https://openalex.org/keywords/classical-mechanics","display_name":"Classical mechanics","score":0.07328128814697266}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.9008930921554565},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.7647775411605835},{"id":"https://openalex.org/C110407247","wikidata":"https://www.wikidata.org/wiki/Q122508","display_name":"Inertia","level":2,"score":0.7042831182479858},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.7008004188537598},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.6853708028793335},{"id":"https://openalex.org/C5297727","wikidata":"https://www.wikidata.org/wiki/Q786970","display_name":"Autocorrelation","level":2,"score":0.5277771949768066},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5010943412780762},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4922849237918854},{"id":"https://openalex.org/C2778517922","wikidata":"https://www.wikidata.org/wiki/Q7140482","display_name":"Particle (ecology)","level":2,"score":0.46493953466415405},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42395055294036865},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36085981130599976},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3513638973236084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21647071838378906},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13848933577537537},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1334322988986969},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.08462682366371155},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0745861828327179},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.07328128814697266},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tevc.2019.2906894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2019.2906894","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1802.04855","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.04855","pdf_url":"https://arxiv.org/pdf/1802.04855","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2786198937","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1802.04855","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:bffb691","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"doi:10.48550/arxiv.1802.04855","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1802.04855","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1802.04855","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.04855","pdf_url":"https://arxiv.org/pdf/1802.04855","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2786198937.pdf","grobid_xml":"https://content.openalex.org/works/W2786198937.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W246566237","https://openalex.org/W1490089215","https://openalex.org/W1566471577","https://openalex.org/W1576426930","https://openalex.org/W1577668191","https://openalex.org/W1628481780","https://openalex.org/W1835176610","https://openalex.org/W1986599743","https://openalex.org/W1986834168","https://openalex.org/W1987591401","https://openalex.org/W1994445384","https://openalex.org/W2016574294","https://openalex.org/W2018700453","https://openalex.org/W2044400415","https://openalex.org/W2054864628","https://openalex.org/W2067483921","https://openalex.org/W2069448304","https://openalex.org/W2081749411","https://openalex.org/W2092767520","https://openalex.org/W2095003442","https://openalex.org/W2108388069","https://openalex.org/W2109364787","https://openalex.org/W2123066915","https://openalex.org/W2138273409","https://openalex.org/W2139795019","https://openalex.org/W2145617041","https://openalex.org/W2152195021","https://openalex.org/W2153817143","https://openalex.org/W2165299997","https://openalex.org/W2169245194","https://openalex.org/W2169291847","https://openalex.org/W2182761707","https://openalex.org/W2317744239","https://openalex.org/W2344997942","https://openalex.org/W2417927506","https://openalex.org/W2543580944","https://openalex.org/W2548265241","https://openalex.org/W2588545769","https://openalex.org/W2759086487","https://openalex.org/W2786564723","https://openalex.org/W6609453910","https://openalex.org/W6629199545","https://openalex.org/W6633888334","https://openalex.org/W6680800046","https://openalex.org/W6686280248","https://openalex.org/W6726314750"],"related_works":["https://openalex.org/W2350767393","https://openalex.org/W1042850804","https://openalex.org/W2086026794","https://openalex.org/W1986834168","https://openalex.org/W2130269142","https://openalex.org/W2373109603","https://openalex.org/W2884127505","https://openalex.org/W109878249","https://openalex.org/W2124169475","https://openalex.org/W2896074891","https://openalex.org/W2122624305","https://openalex.org/W2365076579","https://openalex.org/W2901259238","https://openalex.org/W2889485094","https://openalex.org/W3082599879","https://openalex.org/W1600907791","https://openalex.org/W2183686639","https://openalex.org/W2131183806","https://openalex.org/W416611713","https://openalex.org/W3133750737"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"the":[3,19,30,49,52,55,60,66,69,116,134,178,187,191,194],"underlying":[4],"assumptions":[5,28],"that":[6,71,107,177],"have":[7],"been":[8],"used":[9],"for":[10,143,186],"designing":[11,144],"adaptive":[12,147,162,171],"particle":[13,53,61,86,96,153,163,172],"swarm":[14,89,164,173],"optimization":[15],"(PSO)":[16],"algorithms":[17],"in":[18,62,152,193],"past":[20],"years":[21],"are":[22,93],"theoretically":[23],"investigated.":[24],"I":[25,76,104,128,156],"relate":[26,130],"these":[27,73,79,122,131],"to":[29,112,114,133,149],"movement":[31,57,74,82,118],"patterns":[32,83],"of":[33,51,59,68,84,137,190],"particles":[34,138],"controlled":[35],"by":[36,95,121],"coefficient":[37,110],"values":[38,111],"(inertia":[39],"weight":[40,100],"and":[41,44,65,90,101,139,165],"acceleration":[42,102],"coefficients)":[43],"introduce":[45],"three":[46,123],"factors,":[47],"namely":[48],"autocorrelation":[50],"positions,":[54],"average":[56],"distance":[58],"each":[63],"iteration,":[64],"focus":[67],"search,":[70],"describe":[72],"patterns.":[75],"show":[77,176],"how":[78,91],"factors":[80,124],"represent":[81],"a":[85,88,126,141,158,183],"within":[87,125],"they":[92],"affected":[94],"coefficients":[97,151,192],"(i.e.,":[98],"inertia":[99],"coefficients).":[103],"derive":[105],"equations":[106],"provide":[108,140,182],"exact":[109],"guarantee":[113],"achieve":[115],"desired":[117],"pattern":[119],"defined":[120],"swarm.":[127,154],"then":[129],"movements":[132],"searching":[135],"capability":[136],"guideline":[142,185],"potentially":[145],"successful":[146,188],"methods":[148],"control":[150],"Finally,":[155],"propose":[157],"new":[159],"simple":[160],"time":[161],"compare":[166],"its":[167],"results":[168],"with":[169],"previous":[170],"approaches.":[174],"Experiments":[175],"theoretical":[179],"findings":[180],"indeed":[181],"beneficial":[184],"adaptation":[189],"PSO":[195],"algorithm.":[196]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}