{"id":"https://openalex.org/W3212605675","doi":"https://doi.org/10.4018/ijsir.2022010108","title":"Logistic Map and Exponential Scaling Factor-Based Differential Evolution","display_name":"Logistic Map and Exponential Scaling Factor-Based Differential Evolution","publication_year":2021,"publication_date":"2021-11-05","ids":{"openalex":"https://openalex.org/W3212605675","doi":"https://doi.org/10.4018/ijsir.2022010108","mag":"3212605675"},"language":"en","primary_location":{"id":"doi:10.4018/ijsir.2022010108","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsir.2022010108","pdf_url":null,"source":{"id":"https://openalex.org/S146254016","display_name":"International Journal of Swarm Intelligence Research","issn_l":"1947-9263","issn":["1947-9263","1947-9271"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Swarm Intelligence Research","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/A5088275846","display_name":"Katyayani Kashyap","orcid":"https://orcid.org/0000-0002-2817-6265"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katyayani Kashyap","raw_affiliation_strings":["Amity University, Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amity University, Jaipur, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084078367","display_name":"Sunil Pathak","orcid":"https://orcid.org/0000-0001-7409-9814"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sunil Pathak","raw_affiliation_strings":["Amity University, Jaipur, India"],"raw_orcid":"https://orcid.org/0000-0001-7409-9814","affiliations":[{"raw_affiliation_string":"Amity University, Jaipur, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054235442","display_name":"Narendra Singh Yadav","orcid":"https://orcid.org/0000-0003-0122-173X"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Narendra Singh Yadav","raw_affiliation_strings":["Manipal University, Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manipal University, Jaipur, India","institution_ids":["https://openalex.org/I164861460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1365,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56133221,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13","issue":"1","first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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":0.9980000257492065,"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":0.9932000041007996,"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/initialization","display_name":"Initialization","score":0.9003844857215881},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.8069906234741211},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7395539283752441},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6399173736572266},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.615166187286377},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5619142651557922},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5525364279747009},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.5466948747634888},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.542113184928894},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.49767306447029114},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.4713292419910431},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46693697571754456},{"id":"https://openalex.org/keywords/scale-factor","display_name":"Scale factor (cosmology)","score":0.4601704478263855},{"id":"https://openalex.org/keywords/exponential-growth","display_name":"Exponential growth","score":0.419993132352829},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3008641004562378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2628241181373596}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.9003844857215881},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.8069906234741211},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7395539283752441},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6399173736572266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.615166187286377},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5619142651557922},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5525364279747009},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.5466948747634888},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.542113184928894},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.49767306447029114},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.4713292419910431},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46693697571754456},{"id":"https://openalex.org/C144386022","wikidata":"https://www.wikidata.org/wiki/Q1332997","display_name":"Scale factor (cosmology)","level":5,"score":0.4601704478263855},{"id":"https://openalex.org/C75235859","wikidata":"https://www.wikidata.org/wiki/Q582659","display_name":"Exponential growth","level":2,"score":0.419993132352829},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3008641004562378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2628241181373596},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C26405456","wikidata":"https://www.wikidata.org/wiki/Q338","display_name":"Cosmology","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C20154449","wikidata":"https://www.wikidata.org/wiki/Q1129469","display_name":"Metric expansion of space","level":4,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C172790937","wikidata":"https://www.wikidata.org/wiki/Q18343","display_name":"Dark energy","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijsir.2022010108","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsir.2022010108","pdf_url":null,"source":{"id":"https://openalex.org/S146254016","display_name":"International Journal of Swarm Intelligence Research","issn_l":"1947-9263","issn":["1947-9263","1947-9271"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Swarm Intelligence Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1686578398","https://openalex.org/W1968075052","https://openalex.org/W1977026564","https://openalex.org/W1977479680","https://openalex.org/W2030453153","https://openalex.org/W2061749300","https://openalex.org/W2084703894","https://openalex.org/W2123682012","https://openalex.org/W2137340504","https://openalex.org/W2162145193","https://openalex.org/W2211564437","https://openalex.org/W2461089835","https://openalex.org/W2465767739","https://openalex.org/W2594649425","https://openalex.org/W2609401777","https://openalex.org/W2618948689","https://openalex.org/W2768181028","https://openalex.org/W2801437487","https://openalex.org/W2804872384","https://openalex.org/W2888005036","https://openalex.org/W2888752915","https://openalex.org/W2921658168","https://openalex.org/W2935876223","https://openalex.org/W2998349500","https://openalex.org/W3011249019","https://openalex.org/W3023702284"],"related_works":["https://openalex.org/W1988293173","https://openalex.org/W2076472895","https://openalex.org/W2389275641","https://openalex.org/W3111421931","https://openalex.org/W2895647686","https://openalex.org/W3177681191","https://openalex.org/W2039847237","https://openalex.org/W2997917529","https://openalex.org/W4386858344","https://openalex.org/W3193631885"],"abstract_inverted_index":{"Differential":[0],"evolution":[1,29],"(DE),":[2],"an":[3],"important":[4],"evolutionary":[5],"technique,":[6],"enhances":[7],"its":[8],"parameters":[9],"such":[10],"as,":[11],"initialization":[12],"of":[13,35,69,82,103,108,129],"population,":[14],"mutation,":[15],"crossover":[16],"etc.":[17],"to":[18,44,51],"resolve":[19],"realistic":[20,116],"optimization":[21],"issues.":[22],"This":[23],"work":[24],"represents":[25],"a":[26,53,83],"modified":[27,110],"differential":[28],"algorithm":[30,76,111,138],"by":[31],"using":[32],"the":[33,46,80,90,93,109,136,143],"idea":[34],"exponential":[36],"scale":[37],"factor":[38],"and":[39,50,59,71],"logistic":[40],"map":[41],"in":[42,64],"order":[43],"address":[45],"slow":[47],"convergence":[48],"rate,":[49],"keep":[52],"very":[54],"good":[55],"equilibrium":[56],"linking":[57],"exploration":[58],"exploitation.":[60],"Modification":[61],"is":[62,77,112,133],"done":[63],"two":[65],"ways:":[66],"(i)":[67],"Initialization":[68],"population":[70],"(ii)":[72],"Scaling":[73],"factor.The":[74],"proposed":[75,137],"validated":[78],"with":[79,98,121],"aid":[81],"13":[84],"different":[85,100],"benchmark":[86],"functions":[87],"taking":[88],"from":[89,127],"literature,":[91],"also":[92],"outcomes":[94],"are":[95],"compared":[96,120],"along":[97],"7":[99],"popular":[101],"state":[102],"art":[104],"algorithms.":[105,146],"Further,":[106],"performance":[107],"simulated":[113],"on":[114],"3":[115],"engineering":[117],"problems.":[118],"Also":[119],"8":[122],"recent":[123],"optimizer":[124],"techniques.":[125],"Again":[126],"number":[128],"function":[130],"evaluations":[131],"it":[132],"clear":[134],"that":[135],"converses":[139],"more":[140],"quickly":[141],"than":[142],"other":[144],"existing":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
