{"id":"https://openalex.org/W4410385240","doi":"https://doi.org/10.1007/s44196-025-00779-7","title":"Multi-Population Optimization Framework Based on Plant Evolutionary Strategy and Its Application to Engineering Design Problems","display_name":"Multi-Population Optimization Framework Based on Plant Evolutionary Strategy and Its Application to Engineering Design Problems","publication_year":2025,"publication_date":"2025-05-15","ids":{"openalex":"https://openalex.org/W4410385240","doi":"https://doi.org/10.1007/s44196-025-00779-7"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-025-00779-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-00779-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00779-7.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00779-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030728307","display_name":"Hongwei Cheng","orcid":"https://orcid.org/0000-0003-1403-6752"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwei Cheng","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, China","institution_ids":["https://openalex.org/I143868143","https://openalex.org/I2802624667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362141","display_name":"Jun Li","orcid":"https://orcid.org/0009-0000-1071-980X"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, China","institution_ids":["https://openalex.org/I143868143","https://openalex.org/I2802624667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462587","display_name":"Xiaoming Zhang","orcid":"https://orcid.org/0000-0002-3134-9294"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoming Zhang","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, China","institution_ids":["https://openalex.org/I143868143","https://openalex.org/I2802624667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064721201","display_name":"Tingjuan Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tingjuan Li","raw_affiliation_strings":["Qinghai Institute of Science and Technology Information, Xining, 810008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qinghai Institute of Science and Technology Information, Xining, 810008, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100411726","display_name":"Panpan Zhang","orcid":"https://orcid.org/0000-0002-2452-9035"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Panpan Zhang","raw_affiliation_strings":["School of Electrical Engineering, Xi\u2019an University of Technology, Xi\u2019an, 710048, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100462587"],"corresponding_institution_ids":["https://openalex.org/I143868143","https://openalex.org/I2802624667"],"apc_list":{"value":2090,"currency":"USD","value_usd":2090},"apc_paid":{"value":2090,"currency":"USD","value_usd":2090},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03891975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9965000152587891,"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":0.9746999740600586,"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/computer-science","display_name":"Computer science","score":0.6005015969276428},{"id":"https://openalex.org/keywords/engineering-optimization","display_name":"Engineering optimization","score":0.5645620226860046},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4619143009185791},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4520435929298401},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40940940380096436},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3711974024772644},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.2866559624671936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1982261836528778},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18824774026870728},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18706277012825012}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6005015969276428},{"id":"https://openalex.org/C110850998","wikidata":"https://www.wikidata.org/wiki/Q5377895","display_name":"Engineering optimization","level":3,"score":0.5645620226860046},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4619143009185791},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4520435929298401},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40940940380096436},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3711974024772644},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2866559624671936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1982261836528778},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18824774026870728},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18706277012825012},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44196-025-00779-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-00779-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00779-7.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1ad4911dd5104713ba1e7bb83deed675","is_oa":true,"landing_page_url":"https://doaj.org/article/1ad4911dd5104713ba1e7bb83deed675","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 18, Iss 1, Pp 1-22 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44196-025-00779-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-025-00779-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-025-00779-7.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1776336656","display_name":null,"funder_award_id":"62303013","funder_id":"https://openalex.org/F4320327720","funder_display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G3885989809","display_name":null,"funder_award_id":"62303013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8767888151","display_name":null,"funder_award_id":"2208085MF174","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320327720","display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410385240.pdf","grobid_xml":"https://content.openalex.org/works/W4410385240.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1985334587","https://openalex.org/W2024060531","https://openalex.org/W2031183907","https://openalex.org/W2034988449","https://openalex.org/W2042253843","https://openalex.org/W2061438946","https://openalex.org/W2072955302","https://openalex.org/W2085971088","https://openalex.org/W2090791923","https://openalex.org/W2093195672","https://openalex.org/W2138893734","https://openalex.org/W2152195021","https://openalex.org/W2290883490","https://openalex.org/W2504997428","https://openalex.org/W2582324877","https://openalex.org/W2764251381","https://openalex.org/W2956155297","https://openalex.org/W3083172984","https://openalex.org/W3083328146","https://openalex.org/W3092123241","https://openalex.org/W3099574854","https://openalex.org/W3111651974","https://openalex.org/W3154719286","https://openalex.org/W4206081481","https://openalex.org/W4238076109","https://openalex.org/W4250503569","https://openalex.org/W4309334870","https://openalex.org/W4312765318","https://openalex.org/W4403490153","https://openalex.org/W4404315108","https://openalex.org/W4404511786","https://openalex.org/W4406080106","https://openalex.org/W4406228538"],"related_works":["https://openalex.org/W4298148284","https://openalex.org/W2394392475","https://openalex.org/W2387787704","https://openalex.org/W1551457437","https://openalex.org/W2887328214","https://openalex.org/W1988907606","https://openalex.org/W2185270232","https://openalex.org/W2611723089","https://openalex.org/W2116314764","https://openalex.org/W2082393323"],"abstract_inverted_index":{"Optimization":[0],"problems":[1,21],"are":[2,15],"widespread":[3],"across":[4,194],"various":[5],"fields,":[6],"including":[7,201],"industry,":[8],"agriculture,":[9],"and":[10,26,68,91,100,118,132,152,163,171,187],"healthcare.":[11],"Metaheuristic":[12],"algorithms":[13],"(MAs)":[14],"commonly":[16],"employed":[17],"to":[18,23,60,81],"solve":[19],"these":[20],"due":[22],"their":[24,30],"flexibility":[25],"robustness.":[27],"However,":[28],"despite":[29],"success,":[31],"MAs":[32],"inspired":[33,179],"by":[34,64,180],"plant":[35,51,57,83,181],"evolutionary":[36,52,58,84,110,182],"strategies":[37],"remain":[38],"underexplored.":[39],"This":[40],"paper":[41],"introduces":[42],"a":[43,169,195],"novel":[44],"multi-population":[45,177],"optimization":[46,62,142,173,199],"framework":[47],"based":[48,107],"on":[49,108,125],"the":[50,109,126,158,215],"strategy":[53],"(PES_MPOF),":[54],"which":[55],"leverages":[56],"principles":[59],"improve":[61],"performance":[63,111],"maintaining":[65],"population":[66,105],"diversity":[67,96],"accelerating":[69],"convergence":[70,153,162],"in":[71,147],"complex":[72],"tasks.":[73],"PES_MPOF":[74,103,121,155],"integrates":[75],"multiple":[76],"subpopulations,":[77,113],"each":[78],"evolving":[79],"according":[80],"different":[82],"models.":[85],"These":[86],"subpopulations":[87],"mimic":[88],"natural":[89],"distribution":[90],"reproduction":[92],"strategies,":[93,183],"fostering":[94],"solution":[95,150],"through":[97],"both":[98,185],"cooperation":[99],"competition.":[101],"Additionally,":[102],"adapts":[104],"parameters":[106],"of":[112,160,165,198,207],"further":[114],"enhancing":[115],"its":[116,192],"robustness":[117],"efficiency.":[119],"The":[120,205],"algorithm":[122],"was":[123],"tested":[124],"IEEE":[127],"CEC":[128],"2020":[129],"benchmark":[130],"suite":[131],"several":[133],"classic":[134],"engineering":[135],"design":[136],"problems.":[137],"It":[138],"outperforms":[139],"other":[140],"state-of-the-art":[141],"algorithms,":[143],"demonstrating":[144],"significant":[145],"improvements":[146],"global":[148],"optimization,":[149],"accuracy,":[151],"speed.":[154],"effectively":[156],"addresses":[157],"challenges":[159],"premature":[161],"loss":[164],"diversity,":[166],"making":[167],"it":[168],"robust":[170],"efficient":[172],"tool.":[174],"Its":[175],"innovative":[176],"framework,":[178],"enhances":[184],"exploration":[186],"exploitation.":[188],"Experimental":[189],"results":[190],"validate":[191],"effectiveness":[193],"broad":[196],"range":[197],"problems,":[200],"those":[202],"with":[203],"constraints.":[204],"part":[206],"algorithm\u2019s":[208],"code":[209],"will":[210],"be":[211],"made":[212],"available":[213],"upon":[214],"paper\u2019s":[216],"acceptance:":[217],"https://github.com/ChengHongwei430/PES_MPOF":[218],".":[219]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
