{"id":"https://openalex.org/W2786597900","doi":"https://doi.org/10.1109/ssci.2017.8285405","title":"A preliminary study on designing a benchmark problem for analysis of sparsely-synchronized heterogeneous coevolution","display_name":"A preliminary study on designing a benchmark problem for analysis of sparsely-synchronized heterogeneous coevolution","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2786597900","doi":"https://doi.org/10.1109/ssci.2017.8285405","mag":"2786597900"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2017.8285405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2017.8285405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5027987127","display_name":"Jun-ichi Matsuoka","orcid":null},"institutions":[{"id":"https://openalex.org/I107139324","display_name":"Kagoshima University","ror":"https://ror.org/03ss88z23","country_code":"JP","type":"education","lineage":["https://openalex.org/I107139324"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Jun-ichi Matsuoka","raw_affiliation_strings":["Department of Information Science and Biomedical Engineering, Kagoshima University, Kagoshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Science and Biomedical Engineering, Kagoshima University, Kagoshima, Japan","institution_ids":["https://openalex.org/I107139324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110349078","display_name":"Yuki Nakashima","orcid":null},"institutions":[{"id":"https://openalex.org/I107139324","display_name":"Kagoshima University","ror":"https://ror.org/03ss88z23","country_code":"JP","type":"education","lineage":["https://openalex.org/I107139324"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuki Nakashima","raw_affiliation_strings":["Department of Information Science and Biomedical Engineering, Kagoshima University, Kagoshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Science and Biomedical Engineering, Kagoshima University, Kagoshima, Japan","institution_ids":["https://openalex.org/I107139324"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020600391","display_name":"Satoshi Ono","orcid":"https://orcid.org/0000-0001-9500-3068"},"institutions":[{"id":"https://openalex.org/I107139324","display_name":"Kagoshima University","ror":"https://ror.org/03ss88z23","country_code":"JP","type":"education","lineage":["https://openalex.org/I107139324"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Satoshi Ono","raw_affiliation_strings":["Department of Information Science and Biomedical Engineering, Kagoshima University, Kagoshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Science and Biomedical Engineering, Kagoshima University, Kagoshima, Japan","institution_ids":["https://openalex.org/I107139324"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027987127"],"corresponding_institution_ids":["https://openalex.org/I107139324"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20315755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9980999827384949,"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":0.9937999844551086,"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/benchmark","display_name":"Benchmark (surveying)","score":0.8766067624092102},{"id":"https://openalex.org/keywords/coevolution","display_name":"Coevolution","score":0.829806923866272},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.7236015796661377},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6854705810546875},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5342323780059814},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5083763003349304},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4523008465766907},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.42062050104141235},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4121495485305786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3019048571586609},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27490952610969543},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21757659316062927}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8766067624092102},{"id":"https://openalex.org/C33009525","wikidata":"https://www.wikidata.org/wiki/Q208841","display_name":"Coevolution","level":2,"score":0.829806923866272},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.7236015796661377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6854705810546875},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5342323780059814},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5083763003349304},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4523008465766907},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.42062050104141235},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4121495485305786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3019048571586609},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27490952610969543},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21757659316062927},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci.2017.8285405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2017.8285405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W46478508","https://openalex.org/W397102730","https://openalex.org/W1535044408","https://openalex.org/W1545070306","https://openalex.org/W1555689267","https://openalex.org/W1886554846","https://openalex.org/W1970501609","https://openalex.org/W2044882827","https://openalex.org/W2100211715","https://openalex.org/W2103056026","https://openalex.org/W2108020239","https://openalex.org/W2108092114","https://openalex.org/W2121429049","https://openalex.org/W2126105956","https://openalex.org/W2129936995","https://openalex.org/W2143281686","https://openalex.org/W2155005783","https://openalex.org/W2162145193","https://openalex.org/W2169607271","https://openalex.org/W2171877264","https://openalex.org/W2263751028","https://openalex.org/W2736049507","https://openalex.org/W2766565184","https://openalex.org/W4247948903","https://openalex.org/W6601923657","https://openalex.org/W6631889330","https://openalex.org/W6745430314"],"related_works":["https://openalex.org/W3144412313","https://openalex.org/W2634235285","https://openalex.org/W2492504662","https://openalex.org/W2122994901","https://openalex.org/W2942642331","https://openalex.org/W200599908","https://openalex.org/W2020991882","https://openalex.org/W2164185151","https://openalex.org/W4389610483","https://openalex.org/W3029360881"],"abstract_inverted_index":{"Cooperative":[0,161],"coevolution":[1,37,133],"evolutionary":[2],"algorithms":[3,95,227],"(CCEAs)":[4],"that":[5,56,68,108,137,189,222],"divide":[6],"a":[7,153],"target":[8],"problem":[9,54,99,155,179],"into":[10],"subproblems":[11,41,67,196],"and":[12,49,73,125,193],"optimize":[13,52],"them":[14],"using":[15,206],"multiple":[16],"component":[17,79],"solvers":[18],"have":[19,57,142],"attracted":[20],"attention":[21],"in":[22,85,134],"recent":[23],"years":[24],"because":[25],"they":[26],"solve":[27],"large-scale":[28],"optimization":[29],"problems.":[30],"On":[31],"the":[32,83,213,223],"other":[33],"hand,":[34],"sparsely-synchronized":[35],"heterogeneous":[36],"(SSHC)":[38],"which":[39,168],"solves":[40],"with":[42,237],"different":[43,76],"characteristics":[44],"has":[45],"also":[46,202],"been":[47,59,143],"proposed":[48,144],"expected":[50],"to":[51,82,121,151,182,211],"various":[53],"combinations":[55],"not":[58],"solved":[60],"simultaneously":[61,65],"so":[62,145,188],"far.":[63,146],"SSHC":[64,94,113,204,226],"optimizes":[66],"depend":[69],"on":[70],"each":[71],"other,":[72],"sometimes":[74],"requires":[75],"types":[77],"of":[78,215,225],"optimizers":[80],"due":[81],"difference":[84],"their":[86,216],"properties,":[87],"solution":[88],"structures,":[89],"etc.":[90],"Unlike":[91],"general":[92,238],"CCEAs,":[93],"cannot":[96],"dynamically":[97],"change":[98],"decomposition":[100],"way":[101],"during":[102],"optimization.":[103],"Then,":[104],"there":[105],"is":[106,180],"concern":[107],"inter-subproblem":[109],"dependency":[110,140,191],"deeply":[111],"affects":[112],"performance.":[114],"In":[115],"general,":[116],"benchmark":[117,129,154],"problems":[118,130],"are":[119],"indispensable":[120],"investigate":[122],"algorithm":[123],"dynamics":[124],"behavior.":[126],"However,":[127],"no":[128],"for":[131,160],"cooperative":[132],"continuous":[135],"domain":[136],"allow":[138],"changing":[139,171],"strength":[141,194],"Therefore,":[147],"this":[148],"paper":[149,201],"attempts":[150],"design":[152,183],"named":[156],"Continuous":[157,176],"NK":[158,177],"Landscape":[159],"Coevolution":[162],"(CNKL":[163],"<sub":[164,185,208],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[165,186,209],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">cc</sub>":[166,187,210],"),":[167],"allows":[169],"arbitrarily":[170],"inter-and":[172],"intra-subproblem":[173],"dependencies.":[174],"A":[175],"landscape":[178],"employed":[181],"CNKL":[184,207],"both":[190],"type":[192],"between":[195],"can":[197],"be":[198,229],"controlled.":[199],"This":[200],"analyzes":[203],"performance":[205,224],"verify":[212],"effectiveness":[214],"parameter":[217],"adjustment.":[218],"Experimental":[219],"results":[220],"showed":[221],"would":[228],"improved":[230],"by":[231],"devising":[232],"appropriate":[233],"collaboration":[234],"model":[235],"as":[236],"CCEAs.":[239]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}