{"id":"https://openalex.org/W2039805605","doi":"https://doi.org/10.1109/cec.2012.6256443","title":"Parallel exhaustive search vs. evolutionary computation in a large real world network search space","display_name":"Parallel exhaustive search vs. evolutionary computation in a large real world network search space","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2039805605","doi":"https://doi.org/10.1109/cec.2012.6256443","mag":"2039805605"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2012.6256443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6256443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5004344968","display_name":"Garnett Wilson","orcid":null},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Garnett Wilson","raw_affiliation_strings":["Department of Computer Science, Memorial University of Newfoundland, Saint John's, NEW, Canada","Department of Computer Science, Memorial University of Newfoundland, St John's, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Memorial University of Newfoundland, Saint John's, NEW, Canada","institution_ids":["https://openalex.org/I130438778"]},{"raw_affiliation_string":"Department of Computer Science, Memorial University of Newfoundland, St John's, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072357388","display_name":"Simon Harding","orcid":"https://orcid.org/0000-0003-4676-1158"},"institutions":[{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Simon Harding","raw_affiliation_strings":["Istituto Dalle Molle sullIntelligenza Artificiale, Lugano, Switzerland","Istituto Dalle Molle di Studi sull-Intelligenza Artificiale (IDSIA), Lugano, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Dalle Molle sullIntelligenza Artificiale, Lugano, Switzerland","institution_ids":["https://openalex.org/I2614128279"]},{"raw_affiliation_string":"Istituto Dalle Molle di Studi sull-Intelligenza Artificiale (IDSIA), Lugano, Switzerland","institution_ids":["https://openalex.org/I2614128279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019332166","display_name":"Orland Hoeber","orcid":"https://orcid.org/0000-0003-2875-1132"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Orland Hoeber","raw_affiliation_strings":["Department of Computer Science, Memorial University of Newfoundland, Saint John's, NEW, Canada","Department of Computer Science, Memorial University of Newfoundland, St John's, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Memorial University of Newfoundland, Saint John's, NEW, Canada","institution_ids":["https://openalex.org/I130438778"]},{"raw_affiliation_string":"Department of Computer Science, Memorial University of Newfoundland, St John's, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035784869","display_name":"Rodolphe Devillers","orcid":"https://orcid.org/0000-0003-0784-847X"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rodolphe Devillers","raw_affiliation_strings":["Department of Geography, Memorial University of Newfoundland, Saint John's, NEW, Canada","Department of Geography Memorial, University of Newfoundland, St. John\u2019s, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, Memorial University of Newfoundland, Saint John's, NEW, Canada","institution_ids":["https://openalex.org/I130438778"]},{"raw_affiliation_string":"Department of Geography Memorial, University of Newfoundland, St. John\u2019s, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004837138","display_name":"Wolfgang Banzhaf","orcid":"https://orcid.org/0000-0002-6382-3245"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wolfgang Banzhaf","raw_affiliation_strings":["Department of Computer Science, Memorial University of Newfoundland, Saint John's, NEW, Canada","Department of Computer Science, Memorial University of Newfoundland, St John's, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Memorial University of Newfoundland, Saint John's, NEW, Canada","institution_ids":["https://openalex.org/I130438778"]},{"raw_affiliation_string":"Department of Computer Science, Memorial University of Newfoundland, St John's, Canada","institution_ids":["https://openalex.org/I130438778"]}]}],"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":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","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/T11975","display_name":"Evolutionary Algorithms and Applications","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9977999925613403,"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":0.9447000026702881,"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/computer-science","display_name":"Computer science","score":0.7398084402084351},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.7358250021934509},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.6506524085998535},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5547974109649658},{"id":"https://openalex.org/keywords/guided-local-search","display_name":"Guided Local Search","score":0.5312839150428772},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.49498695135116577},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4573478400707245},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.44919583201408386},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4457116723060608},{"id":"https://openalex.org/keywords/parallel-processing","display_name":"Parallel processing","score":0.4209245443344116},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.39860761165618896},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3917663097381592},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.38705483078956604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3763912320137024},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35509803891181946},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2527172565460205},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1473667323589325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7398084402084351},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.7358250021934509},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.6506524085998535},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5547974109649658},{"id":"https://openalex.org/C90189156","wikidata":"https://www.wikidata.org/wiki/Q5615481","display_name":"Guided Local Search","level":3,"score":0.5312839150428772},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.49498695135116577},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4573478400707245},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.44919583201408386},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4457116723060608},{"id":"https://openalex.org/C106515295","wikidata":"https://www.wikidata.org/wiki/Q26806595","display_name":"Parallel processing","level":2,"score":0.4209245443344116},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.39860761165618896},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3917663097381592},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.38705483078956604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3763912320137024},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35509803891181946},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2527172565460205},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1473667323589325},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2012.6256443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6256443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.724.4644","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.724.4644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www2.cs.uregina.ca/%7Ehoeber/download/2012-wcci.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334596","display_name":"Fisheries and Oceans Canada","ror":"https://ror.org/02qa1x782"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W72082412","https://openalex.org/W1552232626","https://openalex.org/W1947439047","https://openalex.org/W1983345514","https://openalex.org/W2013010520","https://openalex.org/W2118942485","https://openalex.org/W2159481344","https://openalex.org/W2168085447","https://openalex.org/W2171477300","https://openalex.org/W2604663117"],"related_works":["https://openalex.org/W2123829500","https://openalex.org/W2560221187","https://openalex.org/W1655912143","https://openalex.org/W3174749984","https://openalex.org/W4283765137","https://openalex.org/W2305572622","https://openalex.org/W2361949641","https://openalex.org/W4244591017","https://openalex.org/W4236293121","https://openalex.org/W2913640856"],"abstract_inverted_index":{"This":[0],"work":[1],"examines":[2],"a":[3,8,12,71,113,118],"novel":[4],"method":[5],"that":[6,125],"provides":[7],"parallel":[9,23,81,87,106,144],"search":[10,24,34],"of":[11,18,28,32,115],"very":[13],"large":[14],"network":[15],"space":[16,35],"consisting":[17],"fisheries":[19,72],"management":[20],"data.":[21],"The":[22,52,83,104],"solution":[25,108],"is":[26],"capable":[27],"determining":[29],"global":[30,76,140],"maxima":[31,77],"the":[33,56,75,127],"using":[36],"exhaustive":[37],"search,":[38,88],"compared":[39,69,96],"to":[40,74,97,111],"local":[41,137],"optima":[42,138,141],"located":[43],"by":[44,70,80,135,143],"machine":[45,58,101,128],"learning":[46,59,102,129],"solutions":[47,54,78,130],"such":[48],"as":[49],"evolutionary":[50],"computation.":[51],"actual":[53],"from":[55],"best":[57],"technique,":[60],"called":[61],"Probabilistic":[62],"Adaptive":[63],"Mapping":[64],"Developmental":[65],"Genetic":[66],"Algorithm,":[67],"are":[68,95],"expert":[73,123],"returned":[79],"search.":[82],"time":[84],"required":[85,99],"for":[86,89,100],"both":[90],"CPU":[91,120],"and":[92],"GPU-based":[93],"solutions,":[94],"those":[98],"solutions.":[103],"GPU":[105],"computing":[107],"was":[109],"found":[110,124],"have":[112],"speedup":[114],"12x":[116],"over":[117],"multi-threaded":[119],"solution.":[121],"An":[122],"overall":[126],"produced":[131],"more":[132],"interesting":[133],"results":[134],"locating":[136],"than":[139],"determined":[142],"processing.":[145]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
