{"id":"https://openalex.org/W2019303063","doi":"https://doi.org/10.1109/icsmc.2012.6378032","title":"Optimization in multi-modal continuous space with little globally convex using differential evolution on scattered parents","display_name":"Optimization in multi-modal continuous space with little globally convex using differential evolution on scattered parents","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2019303063","doi":"https://doi.org/10.1109/icsmc.2012.6378032","mag":"2019303063"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2012.6378032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2012.6378032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-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/A5066755633","display_name":"Ryo Iwai","orcid":null},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ryo Iwai","raw_affiliation_strings":["Department of Computer Science and Engineering, Graduate School of Engineering, Nagoya Institute of Technology, Nagoya, Aichi, Japan","Dept. of Computer Science and Engineering, Graduate School of Engineering, Nagoya Institute of Technology, NIT, Gokiso-cho, Showa-ku, Aichi pref., 466-8555, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Graduate School of Engineering, Nagoya Institute of Technology, Nagoya, Aichi, Japan","institution_ids":["https://openalex.org/I197274945"]},{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Graduate School of Engineering, Nagoya Institute of Technology, NIT, Gokiso-cho, Showa-ku, Aichi pref., 466-8555, Japan","institution_ids":["https://openalex.org/I197274945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088832778","display_name":"Sh\u014dhei Kato","orcid":"https://orcid.org/0000-0003-4130-2729"},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shohei Kato","raw_affiliation_strings":["Department of Computer Science and Engineering, Graduate School of Engineering, Nagoya Institute of Technology, Nagoya, Aichi, Japan","Dept. of Computer Science and Engineering, Graduate School of Engineering, Nagoya Institute of Technology, NIT, Gokiso-cho, Showa-ku, Aichi pref., 466-8555, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Graduate School of Engineering, Nagoya Institute of Technology, Nagoya, Aichi, Japan","institution_ids":["https://openalex.org/I197274945"]},{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Graduate School of Engineering, Nagoya Institute of Technology, NIT, Gokiso-cho, Showa-ku, Aichi pref., 466-8555, Japan","institution_ids":["https://openalex.org/I197274945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066755633"],"corresponding_institution_ids":["https://openalex.org/I197274945"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08705009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"12","issue":null,"first_page":"2002","last_page":"2007"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9976000189781189,"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":0.9958999752998352,"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/convex-optimization","display_name":"Convex optimization","score":0.6586945652961731},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6530214548110962},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6200151443481445},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5894683003425598},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.49622851610183716},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.48976659774780273},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4732823073863983},{"id":"https://openalex.org/keywords/proper-convex-function","display_name":"Proper convex function","score":0.4537390470504761},{"id":"https://openalex.org/keywords/convex-function","display_name":"Convex function","score":0.4410567283630371},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4371098279953003},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4059053957462311},{"id":"https://openalex.org/keywords/convex-analysis","display_name":"Convex analysis","score":0.26979243755340576}],"concepts":[{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.6586945652961731},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6530214548110962},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6200151443481445},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5894683003425598},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.49622851610183716},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.48976659774780273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4732823073863983},{"id":"https://openalex.org/C50862404","wikidata":"https://www.wikidata.org/wiki/Q3075259","display_name":"Proper convex function","level":5,"score":0.4537390470504761},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.4410567283630371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4371098279953003},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4059053957462311},{"id":"https://openalex.org/C12108790","wikidata":"https://www.wikidata.org/wiki/Q2234833","display_name":"Convex analysis","level":4,"score":0.26979243755340576},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2012.6378032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2012.6378032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W28524336","https://openalex.org/W42884945","https://openalex.org/W1565902586","https://openalex.org/W1576660662","https://openalex.org/W1595159159","https://openalex.org/W1708394971","https://openalex.org/W1976744965","https://openalex.org/W1981636866","https://openalex.org/W2002592134","https://openalex.org/W2025148441","https://openalex.org/W2026305126","https://openalex.org/W2028023916","https://openalex.org/W2070341023","https://openalex.org/W2090436135","https://openalex.org/W2096524645","https://openalex.org/W2109364787","https://openalex.org/W2125281549","https://openalex.org/W2143055330","https://openalex.org/W2143560894","https://openalex.org/W2145088232","https://openalex.org/W2155270867","https://openalex.org/W2171074980","https://openalex.org/W2951464652","https://openalex.org/W3015222189","https://openalex.org/W3215991109","https://openalex.org/W6601702871","https://openalex.org/W6668145475","https://openalex.org/W6763678577","https://openalex.org/W6804746983"],"related_works":["https://openalex.org/W4256242347","https://openalex.org/W2391091101","https://openalex.org/W2963170522","https://openalex.org/W4231112946","https://openalex.org/W2040676043","https://openalex.org/W2390742890","https://openalex.org/W2051968184","https://openalex.org/W636188861","https://openalex.org/W2756132392","https://openalex.org/W1977643895"],"abstract_inverted_index":{"Differential":[0,64],"Evolution":[1,65],"(DE)":[2],"is":[3,36,81,112,125,147,174],"a":[4,14,113],"powerful":[5],"stochastic":[6,21],"algorithm":[7,155],"for":[8,38,59],"real-coded":[9],"optimization.":[10],"However,":[11],"DE":[12,39,186],"has":[13],"problem":[15,115],"as":[16,18,183,185],"well":[17,184],"other":[19],"traditional":[20,41],"optimization":[22,99],"algorithms:":[23],"difficult":[24,37],"to":[25,43,101,156],"optimize":[26,44,157,179],"search":[27],"spaces":[28,161,182],"that":[29,70,111,124,149,176],"are":[30],"little":[31,117,158],"globally":[32,49,118,129,159,180],"convex.":[33,130],"Thus,":[34],"it":[35,146,173],"and":[40,83],"algorithms":[42,165],"some":[45,84],"practical":[46],"problems":[47],"where":[48],"convex":[50,160,181],"cannot":[51],"be":[52],"assumed.":[53],"As":[54],"one":[55,127],"of":[56,98,105,136,140,143,169,190],"the":[57,72,78,90,103,126,134,152,167,188],"solution":[58],"this":[60],"problem,":[61],"we":[62,132],"propose":[63],"on":[66,74],"Scattered":[67],"Parents":[68],"(DE-SP)":[69],"re-selects":[71],"individuals":[73],"each":[75],"dimension":[76],"when":[77],"mutant":[79],"individual":[80],"calculated":[82],"children":[85,91],"individuals'":[86],"candidates":[87],"unconditionally":[88],"become":[89],"individuals.":[92],"We":[93],"have":[94],"implemented":[95],"2":[96,122],"types":[97,142],"experiment":[100,168,189],"verify":[102],"performance":[104,135],"DE-SP:":[106],"Noisy":[107,120],"Function":[108,121],"1":[109],"(NF1),":[110],"benchmark":[114],"with":[116,128,138],"convex,":[119],"(NF2),":[123],"And":[131,172],"compared":[133],"DE-SP":[137,150,177],"those":[139],"15":[141,163],"algorithms.":[144],"Thereby,":[145],"confirmed":[148],"was":[151],"most":[153],"stable":[154],"among":[162],"comparative":[164],"from":[166,187],"optimizing":[170,191],"NF1.":[171],"comfirmed":[175],"can":[178],"NF2.":[192]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}