{"id":"https://openalex.org/W3128261864","doi":"https://doi.org/10.1155/2021/6660115","title":"Enhanced Success History Adaptive DE for Parameter Optimization of Photovoltaic Models","display_name":"Enhanced Success History Adaptive DE for Parameter Optimization of Photovoltaic Models","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3128261864","doi":"https://doi.org/10.1155/2021/6660115","mag":"3128261864"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6660115","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6660115","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6660115.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2021/6660115.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101635755","display_name":"Yingjie Song","orcid":"https://orcid.org/0000-0002-6930-5991"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjie Song","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Technology and Business University, Yantai 264005, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Technology and Business University, Yantai 264005, China","institution_ids":["https://openalex.org/I83776822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002228223","display_name":"Daqing Wu","orcid":"https://orcid.org/0000-0001-6486-5554"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Daqing Wu","raw_affiliation_strings":["College of Economics & Management, Shanghai Ocean University, Shanghai 201306, China"],"raw_orcid":"https://orcid.org/0000-0001-6486-5554","affiliations":[{"raw_affiliation_string":"College of Economics & Management, Shanghai Ocean University, Shanghai 201306, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072096736","display_name":"Ali Wagdy Mohamed","orcid":"https://orcid.org/0000-0002-5895-2632"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]},{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ali Wagdy Mohamed","raw_affiliation_strings":["Operations Research Department, Institute of Statistical Studies and Research, Cairo University, Giza 12613, Egypt","Wireless Intelligent Networks Center (WINC), School of Engineering and Applied Sciences, Nile University, Giza, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-5895-2632","affiliations":[{"raw_affiliation_string":"Operations Research Department, Institute of Statistical Studies and Research, Cairo University, Giza 12613, Egypt","institution_ids":["https://openalex.org/I145487455"]},{"raw_affiliation_string":"Wireless Intelligent Networks Center (WINC), School of Engineering and Applied Sciences, Nile University, Giza, Egypt","institution_ids":["https://openalex.org/I57629906"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011800995","display_name":"Xiangbing Zhou","orcid":"https://orcid.org/0000-0002-9349-7487"},"institutions":[{"id":"https://openalex.org/I4210110849","display_name":"Sichuan Tourism University","ror":"https://ror.org/018rwb805","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210110849"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangbing Zhou","raw_affiliation_strings":["School of Information and Engineering, Sichuan Tourism University, Chengdu 610100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Engineering, Sichuan Tourism University, Chengdu 610100, China","institution_ids":["https://openalex.org/I4210110849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100392879","display_name":"Bin Zhang","orcid":"https://orcid.org/0000-0002-9038-7514"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Technology and Business University, Yantai 264005, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Technology and Business University, Yantai 264005, China","institution_ids":["https://openalex.org/I83776822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100764224","display_name":"Wu Deng","orcid":"https://orcid.org/0000-0002-6524-6760"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wu Deng","raw_affiliation_strings":["College of Electronic Information and Automation, Civil Aviation University of China, Tianjin 300300, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information and Automation, Civil Aviation University of China, Tianjin 300300, China","institution_ids":["https://openalex.org/I28813325"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002228223"],"corresponding_institution_ids":["https://openalex.org/I44675526"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":2.6081,"has_fulltext":true,"cited_by_count":58,"citation_normalized_percentile":{"value":0.90322644,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","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/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6357247829437256},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6333785653114319},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6297601461410522},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.48568639159202576},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4771111309528351},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.470912903547287},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.44523271918296814},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16505169868469238},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.131192147731781},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13111793994903564}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6357247829437256},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6333785653114319},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6297601461410522},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.48568639159202576},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4771111309528351},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.470912903547287},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.44523271918296814},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16505169868469238},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.131192147731781},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13111793994903564},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2021/6660115","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6660115","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6660115.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:6660115","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2021/6660115.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:215d14e42f33442dbd6b1f3958b9e3c7","is_oa":true,"landing_page_url":"https://doaj.org/article/215d14e42f33442dbd6b1f3958b9e3c7","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":"Complexity, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/6660115","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6660115","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6660115.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G150446576","display_name":null,"funder_award_id":"2019YFG0216","funder_id":"https://openalex.org/F4320322922","funder_display_name":"Department of Science and Technology of Sichuan Province"},{"id":"https://openalex.org/G5390703753","display_name":null,"funder_award_id":"2019ZYZF0169","funder_id":"https://openalex.org/F4320322922","funder_display_name":"Department of Science and Technology of Sichuan Province"},{"id":"https://openalex.org/G7335763171","display_name":"\u57fa\u4e8e\u95ee\u9898\u7279\u5f81\u5206\u6790\u7684\u91cf\u5b50\u6df7\u5408\u534f\u540c\u8fdb\u5316\u7b97\u6cd5\u53ca\u5176\u5e94\u7528\u7814\u7a76","funder_award_id":"61771087","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322922","display_name":"Department of Science and Technology of Sichuan Province","ror":"https://ror.org/04323m874"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3128261864.pdf","grobid_xml":"https://content.openalex.org/works/W3128261864.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W1033479598","https://openalex.org/W1210381405","https://openalex.org/W1595159159","https://openalex.org/W1972099184","https://openalex.org/W1982251953","https://openalex.org/W1982970548","https://openalex.org/W1984172592","https://openalex.org/W1985147356","https://openalex.org/W2009919361","https://openalex.org/W2010811793","https://openalex.org/W2053313434","https://openalex.org/W2056203337","https://openalex.org/W2131613989","https://openalex.org/W2135167853","https://openalex.org/W2336506622","https://openalex.org/W2345115205","https://openalex.org/W2346934366","https://openalex.org/W2372087525","https://openalex.org/W2401276602","https://openalex.org/W2474174872","https://openalex.org/W2518812438","https://openalex.org/W2529809256","https://openalex.org/W2541775279","https://openalex.org/W2577587603","https://openalex.org/W2580722401","https://openalex.org/W2594764571","https://openalex.org/W2604750196","https://openalex.org/W2605500455","https://openalex.org/W2611196319","https://openalex.org/W2613613071","https://openalex.org/W2742431210","https://openalex.org/W2745449279","https://openalex.org/W2751698537","https://openalex.org/W2753628308","https://openalex.org/W2759865101","https://openalex.org/W2760572903","https://openalex.org/W2782854262","https://openalex.org/W2788023261","https://openalex.org/W2788378051","https://openalex.org/W2805123994","https://openalex.org/W2892289078","https://openalex.org/W2895713296","https://openalex.org/W2899191645","https://openalex.org/W2899250423","https://openalex.org/W2900164475","https://openalex.org/W2902101035","https://openalex.org/W2903569983","https://openalex.org/W2911001524","https://openalex.org/W2913078541","https://openalex.org/W2913228078","https://openalex.org/W2914478013","https://openalex.org/W2920472726","https://openalex.org/W2923473698","https://openalex.org/W2944566775","https://openalex.org/W2947525988","https://openalex.org/W2969625972","https://openalex.org/W2979370854","https://openalex.org/W2979672095","https://openalex.org/W2985975201","https://openalex.org/W2995428710","https://openalex.org/W2999681686","https://openalex.org/W3000678747","https://openalex.org/W3007077942","https://openalex.org/W3013482090","https://openalex.org/W3087576977","https://openalex.org/W3089856079","https://openalex.org/W3092440483","https://openalex.org/W3096193467","https://openalex.org/W3097779507","https://openalex.org/W3107835908"],"related_works":["https://openalex.org/W2386968573","https://openalex.org/W4285140130","https://openalex.org/W3104770499","https://openalex.org/W4285677055","https://openalex.org/W1992731528","https://openalex.org/W2007843488","https://openalex.org/W1994436307","https://openalex.org/W1987021796","https://openalex.org/W2795565301","https://openalex.org/W2785349417"],"abstract_inverted_index":{"In":[0,72],"the":[1,15,73,75,89,94,110,114,141,144,151,160,171],"past":[2],"few":[3],"decades,":[4],"a":[5,65,118],"lot":[6],"of":[7,17,60,130,143],"optimization":[8,67,120,162],"methods":[9,27],"have":[10,29],"been":[11],"applied":[12],"in":[13,69],"estimating":[14],"parameter":[16,66,119,161],"photovoltaic":[18],"(PV)":[19],"models":[20,62,136],"and":[21,37,92,96,101,113,156,159,169],"obtained":[22],"better":[23],"results,":[24],"but":[25],"these":[26,42],"still":[28],"some":[30],"deficiencies,":[31],"such":[32],"as":[33],"higher":[34],"time":[35],"complexity":[36],"poor":[38],"stability.":[39],"To":[40],"tackle":[41],"problems,":[43],"an":[44,154],"enhanced":[45],"success":[46],"history":[47],"adaptive":[48],"DE":[49],"with":[50],"greedy":[51,103],"mutation":[52,104],"strategy":[53,80,105],"(EBLSHADE)":[54],"is":[55,81,106,125,153,164],"employed":[56],"to":[57,63,83,87,108,127,139,166],"optimize":[58,128,170],"parameters":[59,129],"PV":[61,131,135,172],"propose":[64],"method":[68,121,158,163],"this":[70],"paper.":[71],"EBLSHADE,":[74],"linear":[76],"population":[77,86],"size":[78],"reduction":[79],"used":[82,107],"gradually":[84],"reduce":[85],"improve":[88],"search":[90],"capabilities":[91],"balance":[93],"exploitation":[95,111],"exploration":[97,115],"capabilities.":[98],"The":[99,133],"less":[100],"more":[102],"enhance":[109],"capability":[112],"capability.":[116],"Finally,":[117],"based":[122],"on":[123],"EBLSHADE":[124,152],"proposed":[126,145],"models.":[132],"different":[134],"are":[137],"selected":[138],"prove":[140],"effectiveness":[142],"method.":[146],"Comparison":[147],"results":[148],"demonstrate":[149],"that":[150],"effective":[155],"efficient":[157],"beneficial":[165],"design,":[167],"control,":[168],"systems.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":30},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}