{"id":"https://openalex.org/W4408946508","doi":"https://doi.org/10.1142/s0218001425590098","title":"Optimization Calculating of Artificial Intelligence IPGA Algorithm","display_name":"Optimization Calculating of Artificial Intelligence IPGA Algorithm","publication_year":2025,"publication_date":"2025-03-28","ids":{"openalex":"https://openalex.org/W4408946508","doi":"https://doi.org/10.1142/s0218001425590098"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001425590098","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001425590098","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101428129","display_name":"Zhenliu Zhou","orcid":"https://orcid.org/0009-0008-8226-1859"},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]},{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]},{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenliu Zhou","raw_affiliation_strings":["School of Computer Science and Technology, Shenyang Institute of Engineering, Shenyang 110136, P. R. China","Shenyang Key Laboratory of Energy, Internet Intelligent Perception and Security Technology, Shenyang 110136, P. R. China"],"raw_orcid":"https://orcid.org/0009-0008-8226-1859","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shenyang Institute of Engineering, Shenyang 110136, P. R. China","institution_ids":["https://openalex.org/I108904480","https://openalex.org/I157507598"]},{"raw_affiliation_string":"Shenyang Key Laboratory of Energy, Internet Intelligent Perception and Security Technology, Shenyang 110136, P. R. China","institution_ids":["https://openalex.org/I125904092"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yan Xia","orcid":"https://orcid.org/0009-0009-5457-2155"},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]},{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]},{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Xia","raw_affiliation_strings":["School of Computer Science and Technology, Shenyang Institute of Engineering, Shenyang 110136, P. R. China","Shenyang Key Laboratory of Energy, Internet Intelligent Perception and Security Technology, Shenyang 110136, P. R. China"],"raw_orcid":"https://orcid.org/0009-0009-5457-2155","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shenyang Institute of Engineering, Shenyang 110136, P. R. China","institution_ids":["https://openalex.org/I108904480","https://openalex.org/I157507598"]},{"raw_affiliation_string":"Shenyang Key Laboratory of Energy, Internet Intelligent Perception and Security Technology, Shenyang 110136, P. R. China","institution_ids":["https://openalex.org/I125904092"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shun Yu","orcid":"https://orcid.org/0009-0008-0457-2440"},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]},{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]},{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shun Yu","raw_affiliation_strings":["School of Computer Science and Technology, Shenyang Institute of Engineering, Shenyang 110136, P. R. China","Shenyang Key Laboratory of Energy, Internet Intelligent Perception and Security Technology, Shenyang 110136, P. R. China"],"raw_orcid":"https://orcid.org/0009-0008-0457-2440","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shenyang Institute of Engineering, Shenyang 110136, P. R. China","institution_ids":["https://openalex.org/I108904480","https://openalex.org/I157507598"]},{"raw_affiliation_string":"Shenyang Key Laboratory of Energy, Internet Intelligent Perception and Security Technology, Shenyang 110136, P. R. China","institution_ids":["https://openalex.org/I125904092"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Junyu Hu","orcid":"https://orcid.org/0009-0000-3277-1174"},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]},{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyu Hu","raw_affiliation_strings":["Science and Technology Department, Shenyang Institute of Engineering, Shenyang 110136, P. R. China"],"raw_orcid":"https://orcid.org/0009-0000-3277-1174","affiliations":[{"raw_affiliation_string":"Science and Technology Department, Shenyang Institute of Engineering, Shenyang 110136, P. R. China","institution_ids":["https://openalex.org/I108904480","https://openalex.org/I157507598"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liming Wang","orcid":"https://orcid.org/0000-0002-5049-8252"},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]},{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liming Wang","raw_affiliation_strings":["Science and Technology Department, Shenyang Institute of Engineering, Shenyang 110136, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-5049-8252","affiliations":[{"raw_affiliation_string":"Science and Technology Department, Shenyang Institute of Engineering, Shenyang 110136, P. R. China","institution_ids":["https://openalex.org/I108904480","https://openalex.org/I157507598"]}]},{"author_position":"last","author":{"id":null,"display_name":"Rongxu Hou","orcid":"https://orcid.org/0009-0005-0285-3597"},"institutions":[{"id":"https://openalex.org/I108904480","display_name":"Shenyang Institute of Engineering","ror":"https://ror.org/02pfsj857","country_code":"CN","type":"education","lineage":["https://openalex.org/I108904480"]},{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]},{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongxu Hou","raw_affiliation_strings":["School of Computer Science and Technology, Shenyang Institute of Engineering, Shenyang 110136, P. R. China","Shenyang Key Laboratory of Energy, Internet Intelligent Perception and Security Technology, Shenyang 110136, P. R. China"],"raw_orcid":"https://orcid.org/0009-0005-0285-3597","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shenyang Institute of Engineering, Shenyang 110136, P. R. China","institution_ids":["https://openalex.org/I108904480","https://openalex.org/I157507598"]},{"raw_affiliation_string":"Shenyang Key Laboratory of Energy, Internet Intelligent Perception and Security Technology, Shenyang 110136, P. R. China","institution_ids":["https://openalex.org/I125904092"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9042,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71442709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"39","issue":"07","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.12849999964237213,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.12849999964237213,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6168138980865479},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5491044521331787},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5341265201568604},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4560932219028473},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2190345823764801},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20495954155921936}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6168138980865479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5491044521331787},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5341265201568604},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4560932219028473},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2190345823764801},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20495954155921936}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001425590098","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001425590098","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3612517314","display_name":null,"funder_award_id":"LJ222411632066","funder_id":"https://openalex.org/F4320324560","funder_display_name":"Department of Education of Liaoning Province"}],"funders":[{"id":"https://openalex.org/F4320324560","display_name":"Department of Education of Liaoning Province","ror":"https://ror.org/0022v2454"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W977212209","https://openalex.org/W2160635773","https://openalex.org/W2343808893","https://openalex.org/W2475394315","https://openalex.org/W2724669887","https://openalex.org/W2762875622","https://openalex.org/W2960220682","https://openalex.org/W2968084646","https://openalex.org/W3081439660","https://openalex.org/W3149283183","https://openalex.org/W4403537350"],"related_works":["https://openalex.org/W4366549320","https://openalex.org/W4287863136","https://openalex.org/W3006015132","https://openalex.org/W2965078190","https://openalex.org/W4408464351","https://openalex.org/W2140656843","https://openalex.org/W3040644038","https://openalex.org/W4311207076","https://openalex.org/W4407317978","https://openalex.org/W3203633096"],"abstract_inverted_index":{"The":[0],"traditional":[1,65],"genetic":[2,11],"algorithm":[3,12],"(GA)":[4],"known":[5],"as":[6],"the":[7,33,40,58,74,79,85,92,104,115,135,140,149],"island":[8],"model":[9],"parallel":[10,27,126],"(IPGA)":[13],"has":[14],"limitations":[15],"regarding":[16],"speed":[17,93,141],"and":[18,94,142,153],"accuracy,":[19],"especially":[20],"when":[21],"applied":[22],"to":[23,56,77,113],"large-scale":[24,152],"datasets":[25],"in":[26,39,64,98,148,160],"computing":[28],"environments.":[29],"This":[30],"study":[31],"addresses":[32],"optimization":[34,87],"challenges":[35],"associated":[36],"with":[37,156],"IPGA":[38,97,145],"context":[41,150],"of":[42,81,96,118,144,151],"big":[43,100],"data.":[44],"Initially,":[45],"an":[46],"enhanced":[47],"adaptive":[48],"covariance":[49],"matrix":[50],"evolution":[51,61],"strategy":[52,62],"(CMA-ES)":[53],"is":[54,71,107],"implemented":[55],"replace":[57],"conventional":[59],"Gaussian":[60],"used":[63],"IPGA.":[66],"Additionally,":[67],"a":[68,110,157],"normalization":[69],"function":[70],"integrated":[72],"into":[73],"CMA-ES":[75],"framework":[76],"constrain":[78],"range":[80],"random":[82],"values":[83],"during":[84],"iterative":[86],"process,":[88],"thereby":[89],"improving":[90],"both":[91],"accuracy":[95,143],"managing":[99],"data":[101],"computations.":[102],"Furthermore,":[103],"MapReduce":[105],"paradigm":[106],"utilized":[108],"within":[109],"Hadoop":[111],"cluster":[112],"optimize":[114],"computational":[116,161],"process":[117],"IPGA,":[119],"making":[120],"it":[121],"more":[122],"suitable":[123],"for":[124],"distributed":[125],"operations":[127],"on":[128],"extensive":[129],"datasets.":[130],"Experimental":[131],"findings":[132],"indicate":[133],"that":[134],"proposed":[136],"methodologies":[137],"significantly":[138],"enhance":[139],"optimization,":[146],"particularly":[147],"ultra-large-scale":[154],"datasets,":[155],"marked":[158],"improvement":[159],"speed.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-03-29T00:00:00"}