{"id":"https://openalex.org/W2498041627","doi":"https://doi.org/10.1145/2908812.2908914","title":"Evolutionary Approaches to Optimization Problems in Chimera Topologies","display_name":"Evolutionary Approaches to Optimization Problems in Chimera Topologies","publication_year":2016,"publication_date":"2016-07-20","ids":{"openalex":"https://openalex.org/W2498041627","doi":"https://doi.org/10.1145/2908812.2908914","mag":"2498041627"},"language":"en","primary_location":{"id":"doi:10.1145/2908812.2908914","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2908812.2908914","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2908914&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2908914&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034080501","display_name":"Roberto Santana","orcid":"https://orcid.org/0000-0002-1005-8535"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Santana","raw_affiliation_strings":["University of the Basque Country (UPV/EHU), San Sebastian, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Basque Country (UPV/EHU), San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054190140","display_name":"Zheng Zhu","orcid":"https://orcid.org/0000-0001-7510-9949"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheng Zhu","raw_affiliation_strings":["Texas A&M University. College Station, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University. College Station, Texas, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053684051","display_name":"Helmut G. Katzgraber","orcid":"https://orcid.org/0000-0003-3341-9943"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Helmut G. Katzgraber","raw_affiliation_strings":["Texas A&M University. College Station, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University. College Station, Texas, USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"397","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","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/T10682","display_name":"Quantum Computing Algorithms and Architecture","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/T10020","display_name":"Quantum Information and Cryptography","score":0.9894000291824341,"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/T13182","display_name":"Quantum-Dot Cellular Automata","score":0.9735999703407288,"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/edas","display_name":"EDAS","score":0.8487130403518677},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6908180713653564},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.613234281539917},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6049724817276001},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.595137357711792},{"id":"https://openalex.org/keywords/quantum-annealing","display_name":"Quantum annealing","score":0.5330962538719177},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.5261332988739014},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4687419533729553},{"id":"https://openalex.org/keywords/ising-model","display_name":"Ising model","score":0.45267271995544434},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.45242631435394287},{"id":"https://openalex.org/keywords/quadratic-unconstrained-binary-optimization","display_name":"Quadratic unconstrained binary optimization","score":0.4459366798400879},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.42083990573883057},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.41200584173202515},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.40828967094421387},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4021364450454712},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37597763538360596},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.3679407238960266},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36069512367248535},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31362709403038025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19772672653198242},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.11493593454360962},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09526887536048889}],"concepts":[{"id":"https://openalex.org/C49284225","wikidata":"https://www.wikidata.org/wiki/Q5322829","display_name":"EDAS","level":3,"score":0.8487130403518677},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6908180713653564},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.613234281539917},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6049724817276001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.595137357711792},{"id":"https://openalex.org/C90408235","wikidata":"https://www.wikidata.org/wiki/Q938141","display_name":"Quantum annealing","level":4,"score":0.5330962538719177},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.5261332988739014},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4687419533729553},{"id":"https://openalex.org/C51329190","wikidata":"https://www.wikidata.org/wiki/Q1076349","display_name":"Ising model","level":2,"score":0.45267271995544434},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.45242631435394287},{"id":"https://openalex.org/C177179195","wikidata":"https://www.wikidata.org/wiki/Q7268372","display_name":"Quadratic unconstrained binary optimization","level":4,"score":0.4459366798400879},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.42083990573883057},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.41200584173202515},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.40828967094421387},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4021364450454712},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37597763538360596},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.3679407238960266},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36069512367248535},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31362709403038025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19772672653198242},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.11493593454360962},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09526887536048889},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2908812.2908914","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2908812.2908914","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2908914&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2908812.2908914","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2908812.2908914","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2908914&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1460176016","display_name":null,"funder_award_id":"400125/2014-5","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G1958880261","display_name":null,"funder_award_id":"TIN2013-41272P","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G4738622451","display_name":null,"funder_award_id":"IT-609-13","funder_id":"https://openalex.org/F4320321705","funder_display_name":"Eusko Jaurlaritza"},{"id":"https://openalex.org/G5917367383","display_name":null,"funder_award_id":"FA8721-05-C-0002","funder_id":"https://openalex.org/F4320332503","funder_display_name":"Lincoln Laboratory, Massachusetts Institute of Technology"},{"id":"https://openalex.org/G8360645988","display_name":null,"funder_award_id":"DMR-1151387","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321705","display_name":"Eusko Jaurlaritza","ror":"https://ror.org/00pz2fp31"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320332503","display_name":"Lincoln Laboratory, Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2498041627.pdf","grobid_xml":"https://content.openalex.org/works/W2498041627.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W24615852","https://openalex.org/W70361638","https://openalex.org/W94531097","https://openalex.org/W1489579244","https://openalex.org/W1507420740","https://openalex.org/W1535597929","https://openalex.org/W1560047216","https://openalex.org/W1618644968","https://openalex.org/W1957624274","https://openalex.org/W1983624953","https://openalex.org/W1994287036","https://openalex.org/W2007473024","https://openalex.org/W2009785276","https://openalex.org/W2022430687","https://openalex.org/W2033466009","https://openalex.org/W2044784519","https://openalex.org/W2076112183","https://openalex.org/W2084961468","https://openalex.org/W2090672790","https://openalex.org/W2102132052","https://openalex.org/W2114791178","https://openalex.org/W2161202741","https://openalex.org/W2170644461","https://openalex.org/W2339932761","https://openalex.org/W2911242871","https://openalex.org/W2913668833","https://openalex.org/W2963491175","https://openalex.org/W2964130782","https://openalex.org/W3099009952","https://openalex.org/W3105506151","https://openalex.org/W6673095847","https://openalex.org/W6683970250"],"related_works":["https://openalex.org/W1982259447","https://openalex.org/W2496664933","https://openalex.org/W1503012231","https://openalex.org/W1058439126","https://openalex.org/W2360241151","https://openalex.org/W2547072840","https://openalex.org/W1522658100","https://openalex.org/W2124261928","https://openalex.org/W2047098179","https://openalex.org/W4320170173"],"abstract_inverted_index":{"Chimera":[0,77,147,224],"graphs":[1,148],"define":[2,149],"the":[3,8,27,60,63,76,97,110,113,116,123,132,135,140,150,155,174,207,210,223,244,257,260,263,270,277,280,285],"topology":[4,24,114,151,171,261],"of":[5,7,16,29,65,86,96,115,125,134,143,152,154,163,176,212,233,243,262,272,279,288],"one":[6,153],"first":[9,61,156,208],"commercially":[10,157],"available":[11,158],"quantum":[12,30,52,159,177,199],"computers.":[13,160],"A":[14,161],"variety":[15,162],"optimization":[17,32,164,179],"problems":[18,44,165,191],"have":[19,166],"been":[20,167],"mapped":[21,168],"to":[22,25,36,41,46,121,169,172,183,188,193,268],"this":[23,55,170,202],"evaluate":[26,173],"behavior":[28,175],"enhanced":[31,178],"heuristics":[33,180],"in":[34,181],"relation":[35,182],"other":[37,184],"optimizers,":[38,185],"being":[39,186],"able":[40,187],"efficiently":[42,189],"solve":[43,190],"classically":[45,192],"use":[47,64,194,211],"them":[48,195],"as":[49,196],"benchmarks":[50,197],"for":[51,59,198,206],"machines.":[53,200],"In":[54,201],"paper":[56,203],"we":[57,204],"investigate":[58,205],"time":[62,209],"Evolutionary":[66,213],"Algorithms":[67,214],"(EAs)":[68,215],"on":[69,75,107,128,216,222,254,275],"Ising":[70,98,136,217,245,281],"spin":[71,99,218,246],"glass":[72,100,219,247],"instances":[73,95,137,220,242,282],"defined":[74,221],"topology.":[78,225],"Three":[79,226],"genetic":[80,227],"algorithms":[81,88,228,235],"(GAs)":[82,229],"and":[83,127,145,230,274,290],"three":[84,231],"estimation":[85,232],"distribution":[87,234],"(EDAs)":[89,236],"are":[90,131,237],"evaluated":[91,238],"over":[92,239],"1000":[93,240],"hard":[94,241],"constructed":[101,248],"from":[102,249],"Sidon":[103,250],"sets.":[104,251],"We":[105,252],"focus":[106,253],"determining":[108,255],"whether":[109,256],"information":[111,258],"about":[112,259],"graph":[117,264],"can":[118,265],"be":[119,266],"used":[120,267],"improve":[122,269],"results":[124,271],"EAs":[126,273],"identifying":[129,276],"which":[130],"characteristics":[133,278],"that":[138,283],"influence":[139,284],"success":[141,286],"rate":[142,287],"GAs":[144,289],"EDAs.":[146,291]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}