{"id":"https://openalex.org/W1517685887","doi":"https://doi.org/10.5391/ijfis.2005.5.1.021","title":"Derivative Evaluation and Conditional Random Selection for Accelerating Genetic Algorithms","display_name":"Derivative Evaluation and Conditional Random Selection for Accelerating Genetic Algorithms","publication_year":2005,"publication_date":"2005-03-01","ids":{"openalex":"https://openalex.org/W1517685887","doi":"https://doi.org/10.5391/ijfis.2005.5.1.021","mag":"1517685887"},"language":"en","primary_location":{"id":"doi:10.5391/ijfis.2005.5.1.021","is_oa":true,"landing_page_url":"https://doi.org/10.5391/ijfis.2005.5.1.021","pdf_url":"http://koreascience.or.kr:80/article/JAKO200516610534450.pdf","source":{"id":"https://openalex.org/S4210177700","display_name":"International Journal of Fuzzy Logic and Intelligent Systems","issn_l":"1598-2645","issn":["1598-2645","2093-744X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4327628602","host_organization_name":"Korean Institute of Intelligent Systems","host_organization_lineage":["https://openalex.org/P4327628602"],"host_organization_lineage_names":["Korean Institute of Intelligent Systems"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Logic and Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://koreascience.or.kr:80/article/JAKO200516610534450.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110203481","display_name":"Sung-Hoon Jung","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sung-Hoon Jung","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5110203481"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06558556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"1","first_page":"21","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":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9993000030517578,"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":0.9976999759674072,"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/local-optimum","display_name":"Local optimum","score":0.7916949987411499},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.7165470123291016},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6904329061508179},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6066120266914368},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5968999266624451},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5707631707191467},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5694820880889893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.518291175365448},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.45400309562683105},{"id":"https://openalex.org/keywords/derivative","display_name":"Derivative (finance)","score":0.42435935139656067},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3029957711696625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2379559874534607}],"concepts":[{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.7916949987411499},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.7165470123291016},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6904329061508179},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6066120266914368},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5968999266624451},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5707631707191467},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5694820880889893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.518291175365448},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.45400309562683105},{"id":"https://openalex.org/C111771559","wikidata":"https://www.wikidata.org/wiki/Q66295","display_name":"Derivative (finance)","level":2,"score":0.42435935139656067},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3029957711696625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2379559874534607},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5391/ijfis.2005.5.1.021","is_oa":true,"landing_page_url":"https://doi.org/10.5391/ijfis.2005.5.1.021","pdf_url":"http://koreascience.or.kr:80/article/JAKO200516610534450.pdf","source":{"id":"https://openalex.org/S4210177700","display_name":"International Journal of Fuzzy Logic and Intelligent Systems","issn_l":"1598-2645","issn":["1598-2645","2093-744X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4327628602","host_organization_name":"Korean Institute of Intelligent Systems","host_organization_lineage":["https://openalex.org/P4327628602"],"host_organization_lineage_names":["Korean Institute of Intelligent Systems"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Logic and Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5391/ijfis.2005.5.1.021","is_oa":true,"landing_page_url":"https://doi.org/10.5391/ijfis.2005.5.1.021","pdf_url":"http://koreascience.or.kr:80/article/JAKO200516610534450.pdf","source":{"id":"https://openalex.org/S4210177700","display_name":"International Journal of Fuzzy Logic and Intelligent Systems","issn_l":"1598-2645","issn":["1598-2645","2093-744X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4327628602","host_organization_name":"Korean Institute of Intelligent Systems","host_organization_lineage":["https://openalex.org/P4327628602"],"host_organization_lineage_names":["Korean Institute of Intelligent Systems"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Logic and Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1517685887.pdf"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W645000583","https://openalex.org/W1553675980","https://openalex.org/W1588090126","https://openalex.org/W1765898577","https://openalex.org/W1954490864","https://openalex.org/W1979796923","https://openalex.org/W2008069608","https://openalex.org/W2121250067","https://openalex.org/W2130502218","https://openalex.org/W2132189779","https://openalex.org/W2145737320","https://openalex.org/W2154808242"],"related_works":["https://openalex.org/W1991622971","https://openalex.org/W1959298326","https://openalex.org/W2106492215","https://openalex.org/W2568341866","https://openalex.org/W2326694407","https://openalex.org/W2357343347","https://openalex.org/W2383686222","https://openalex.org/W2082859007","https://openalex.org/W2378719652","https://openalex.org/W2115729582"],"abstract_inverted_index":{"This":[0,42],"paper":[1],"proposes":[2],"a":[3,63,71,85,102],"new":[4],"method":[5,125,141],"for":[6],"accelerating":[7],"the":[8,35,44,60,79,92,145,151],"search":[9,45,152],"speed":[10,46],"of":[11,47,62],"genetic":[12,31,48,89,147],"algorithms":[13,32,49,90],"by":[14,50,95],"taking":[15],"derivative":[16,82],"evaluation":[17,29,83],"and":[18,130],"conditional":[19],"random":[20,105],"selection":[21,106],"into":[22,101],"account":[23],"in":[24,109],"their":[25],"evolution":[26],"process.":[27],"Derivative":[28],"makes":[30],"focus":[33],"on":[34],"individuals":[36,69],"whose":[37],"fitness":[38],"is":[39,107,154],"rapidly":[40],"increased.":[41],"accelerates":[43],"enhancing":[51,96],"exploitation":[52],"like":[53],"steepest":[54],"descent":[55],"methods":[56],"but":[57,116],"also":[58],"increases":[59],"possibility":[61],"premature":[64,86,103],"convergence":[65,87],"that":[66,139],"means":[67],"most":[68],"after":[70],"few":[72],"generations":[73],"approach":[74],"to":[75,111,144],"local":[76,93,114],"optima.":[77],"On":[78],"other":[80],"hand,":[81],"under":[84],"helps":[88],"escape":[91],"optima":[94],"exploration.":[97],"If":[98],"GAs":[99],"fall":[100],"convergence,":[104],"used":[108],"order":[110],"help":[112],"escaping":[113],"optimum,":[115],"its":[117],"effects":[118],"are":[119],"not":[120],"large.":[121,155],"We":[122],"experimented":[123],"our":[124,140],"with":[126],"one":[127],"combinatorial":[128],"problem":[129],"five":[131],"complex":[132],"function":[133],"optimization":[134],"problems.":[135],"Experimental":[136],"results":[137],"showed":[138],"was":[142],"superior":[143],"simple":[146],"algorithm":[148],"especially":[149],"when":[150],"space":[153]},"counts_by_year":[],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
