{"id":"https://openalex.org/W2602169940","doi":"https://doi.org/10.1504/ijcsm.2017.10004016","title":"An improved differential evolution algorithm based on suboptimal solution mutation","display_name":"An improved differential evolution algorithm based on suboptimal solution mutation","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2602169940","doi":"https://doi.org/10.1504/ijcsm.2017.10004016","mag":"2602169940"},"language":"en","primary_location":{"id":"doi:10.1504/ijcsm.2017.10004016","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcsm.2017.10004016","pdf_url":null,"source":{"id":"https://openalex.org/S84141356","display_name":"International Journal of Computing Science and Mathematics","issn_l":"1752-5055","issn":["1752-5055","1752-5063"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computing Science and Mathematics","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/A5058137071","display_name":"Guangming Dai","orcid":"https://orcid.org/0000-0002-1787-3794"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangming Dai","raw_affiliation_strings":["School of Computer, China University of Geosciences, Wuhan, 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100765579","display_name":"Xiangping Li","orcid":"https://orcid.org/0000-0002-1281-2247"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangping Li","raw_affiliation_strings":["School of Computer, China University of Geosciences, Wuhan, 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045878759","display_name":"Chong Zhou","orcid":"https://orcid.org/0000-0002-9971-4550"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Zhou","raw_affiliation_strings":["School of Computer, China University of Geosciences, Wuhan, 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115590703","display_name":"Liang Chen","orcid":"https://orcid.org/0009-0005-2899-8997"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Chen","raw_affiliation_strings":["School of Computer, China University of Geosciences, Wuhan, 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058137071"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":1.1701,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8361203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"8","issue":"1","first_page":"28","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9968000054359436,"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":0.9968000054359436,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9635999798774719,"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"}},{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9420999884605408,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/convergence","display_name":"Convergence (economics)","score":0.6807518005371094},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6619561314582825},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.6608105301856995},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6226094365119934},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.5794038772583008},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5626769065856934},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.5314124226570129},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.47487327456474304},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44618338346481323},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32410794496536255}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6807518005371094},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6619561314582825},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.6608105301856995},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6226094365119934},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.5794038772583008},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5626769065856934},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.5314124226570129},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.47487327456474304},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44618338346481323},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32410794496536255},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijcsm.2017.10004016","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcsm.2017.10004016","pdf_url":null,"source":{"id":"https://openalex.org/S84141356","display_name":"International Journal of Computing Science and Mathematics","issn_l":"1752-5055","issn":["1752-5055","1752-5063"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computing Science and Mathematics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1708394971","https://openalex.org/W1889742013","https://openalex.org/W2027562201","https://openalex.org/W2040609280","https://openalex.org/W2066173509","https://openalex.org/W2118471296","https://openalex.org/W2155215599","https://openalex.org/W2162145193"],"related_works":["https://openalex.org/W2992415251","https://openalex.org/W2111826695","https://openalex.org/W1988293173","https://openalex.org/W2125994025","https://openalex.org/W2161410550","https://openalex.org/W2726904590","https://openalex.org/W83000460","https://openalex.org/W2378600890","https://openalex.org/W2885003276","https://openalex.org/W2543854215"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,49,60],"improve":[3],"the":[4,13,29,51,55,67,74],"drawbacks":[5],"of":[6,54],"DE":[7,25,80],"algorithm":[8,76],"with":[9],"DE/best/1":[10,30],"such":[11],"as":[12,45],"rapid":[14],"convergence":[15],"speed":[16],"and":[17],"local":[18,64],"optimum,":[19],"this":[20],"paper":[21],"proposes":[22],"an":[23],"improved":[24],"algorithm.":[26],"Based":[27],"on":[28],"mutation":[31,35],"operator,":[32],"a":[33,46],"new":[34,47],"operator":[36],"is":[37,58],"constructed.":[38],"The":[39],"best":[40],"M":[41],"individuals":[42],"are":[43],"summed":[44],"individual":[48,53],"replace":[50],"base":[52],"DE/best/1.":[56],"This":[57],"helpful":[59],"avoid":[61],"falling":[62],"into":[63],"optimum":[65],"for":[66],"fast":[68],"convergence.":[69],"Simulation":[70],"experiments":[71],"demonstrate":[72],"that":[73],"proposed":[75],"outperforms":[77],"some":[78],"standard":[79],"variants.":[81]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}