{"id":"https://openalex.org/W2032578841","doi":"https://doi.org/10.1145/1143997.1144172","title":"Structure and metaheuristics","display_name":"Structure and metaheuristics","publication_year":2006,"publication_date":"2006-07-08","ids":{"openalex":"https://openalex.org/W2032578841","doi":"https://doi.org/10.1145/1143997.1144172","mag":"2032578841"},"language":"en","primary_location":{"id":"doi:10.1145/1143997.1144172","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1143997.1144172","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th annual conference on Genetic and evolutionary computation","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/A5031150350","display_name":"Yossi Borenstein","orcid":null},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yossi Borenstein","raw_affiliation_strings":["University of Essex, Colchester, U.K","[University of Essex, Colchester, U.K]"],"affiliations":[{"raw_affiliation_string":"University of Essex, Colchester, U.K","institution_ids":["https://openalex.org/I110002522"]},{"raw_affiliation_string":"[University of Essex, Colchester, U.K]","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101670626","display_name":"Riccardo Poli","orcid":"https://orcid.org/0000-0003-4612-0780"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Riccardo Poli","raw_affiliation_strings":["University of Essex, Colchester, U.K","[University of Essex, Colchester, U.K]"],"affiliations":[{"raw_affiliation_string":"University of Essex, Colchester, U.K","institution_ids":["https://openalex.org/I110002522"]},{"raw_affiliation_string":"[University of Essex, Colchester, U.K]","institution_ids":["https://openalex.org/I110002522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5031150350"],"corresponding_institution_ids":["https://openalex.org/I110002522"],"apc_list":null,"apc_paid":null,"fwci":1.3956,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8446768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1087","last_page":"1094"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9994000196456909,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9869999885559082,"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/metaheuristic","display_name":"Metaheuristic","score":0.9214058518409729},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7575187683105469},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5982381701469421},{"id":"https://openalex.org/keywords/fitness-landscape","display_name":"Fitness landscape","score":0.43553411960601807},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4311249852180481},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42583441734313965},{"id":"https://openalex.org/keywords/parallel-metaheuristic","display_name":"Parallel metaheuristic","score":0.4115983545780182},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3635047674179077},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2389245629310608},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1451433002948761}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.9214058518409729},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7575187683105469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5982381701469421},{"id":"https://openalex.org/C91852762","wikidata":"https://www.wikidata.org/wiki/Q3307742","display_name":"Fitness landscape","level":3,"score":0.43553411960601807},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4311249852180481},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42583441734313965},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.4115983545780182},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3635047674179077},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2389245629310608},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1451433002948761},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"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/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1143997.1144172","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1143997.1144172","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.216.5636","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.216.5636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.bham.ac.uk/~wbl/biblio/gecco2006/docs/p1087.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.221.1648","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.221.1648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cswww.essex.ac.uk/staff/rpoli/papers/BorensteinPoliGECCO2006_Structure_and_Metaheuristics.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320280","display_name":"Harold Hyam Wingate Foundation","ror":"https://ror.org/025kprq56"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W67550657","https://openalex.org/W98056105","https://openalex.org/W230140801","https://openalex.org/W1224304992","https://openalex.org/W1487340131","https://openalex.org/W1524510640","https://openalex.org/W1537870043","https://openalex.org/W1591382005","https://openalex.org/W1598952354","https://openalex.org/W1779560570","https://openalex.org/W1933385826","https://openalex.org/W1968345631","https://openalex.org/W1977945115","https://openalex.org/W1981482533","https://openalex.org/W2004617458","https://openalex.org/W2025731693","https://openalex.org/W2027293986","https://openalex.org/W2032578841","https://openalex.org/W2039568841","https://openalex.org/W2071806120","https://openalex.org/W2086606250","https://openalex.org/W2121354944","https://openalex.org/W2142493522","https://openalex.org/W2151554678","https://openalex.org/W2157118346","https://openalex.org/W2163411682","https://openalex.org/W2294444706","https://openalex.org/W2914728119","https://openalex.org/W3004042307","https://openalex.org/W4205332733"],"related_works":["https://openalex.org/W1611875833","https://openalex.org/W4236055036","https://openalex.org/W4381955442","https://openalex.org/W2462483068","https://openalex.org/W1968397678","https://openalex.org/W4391505632","https://openalex.org/W4367557724","https://openalex.org/W1547053391","https://openalex.org/W4387932000","https://openalex.org/W4382044826"],"abstract_inverted_index":{"Metaheuristics":[0],"have":[1,79],"often":[2],"been":[3,82],"shown":[4],"to":[5,72,92],"be":[6],"effective":[7],"for":[8,15,22],"difficult":[9],"combinatorial":[10],"optimization":[11],"problems.":[12],"The":[13,85],"reason":[14],"that,":[16],"however,":[17],"remains":[18],"unclear.":[19],"A":[20],"framework":[21,43],"a":[23,30,41,47,89],"theory":[24],"of":[25,34,46,66,75],"metaheuristics":[26],"crucially":[27],"depends":[28],"on":[29],"formal":[31],"representative":[32],"model":[33,45,87],"such":[35],"algorithms.":[36],"This":[37],"paper":[38],"unifies/reconciles":[39],"in":[40],"single":[42],"the":[44,53,64,73],"black":[48],"box":[49],"algorithm":[50],"coming":[51],"from":[52],"no-free-lunch":[54],"research":[55],"(e.g.":[56],"Wolpert":[57],"et":[58],"al.":[59],"[25],":[60],"Wegener":[61],"[23])":[62],"with":[63],"study":[65,93],"fitness":[67],"landscape.":[68],"Both":[69],"are":[70],"important":[71],"understanding":[74],"meta-heuristics,":[76],"but":[77],"they":[78],"so":[80],"far":[81],"studied":[83],"separately.":[84],"new":[86],"is":[88],"natural":[90],"environment":[91],"meta-heuristics.":[94]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
