{"id":"https://openalex.org/W2087696933","doi":"https://doi.org/10.1145/2739480.2754688","title":"Improving Survivability in Environment-driven Distributed Evolutionary Algorithms through Explicit Relative Fitness and Fitness Proportionate Communication","display_name":"Improving Survivability in Environment-driven Distributed Evolutionary Algorithms through Explicit Relative Fitness and Fitness Proportionate Communication","publication_year":2015,"publication_date":"2015-07-07","ids":{"openalex":"https://openalex.org/W2087696933","doi":"https://doi.org/10.1145/2739480.2754688","mag":"2087696933"},"language":"en","primary_location":{"id":"doi:10.1145/2739480.2754688","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://napier-surface.worktribe.com/173426/1/GECCO2015-final-privat-use.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006992974","display_name":"Emma Hart","orcid":"https://orcid.org/0000-0002-5405-4413"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Emma Hart","raw_affiliation_strings":["Edinburgh Napier University, Edinburgh, Scotland Uk"],"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University, Edinburgh, Scotland Uk","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002484073","display_name":"Andreas Steyven","orcid":null},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andreas Steyven","raw_affiliation_strings":["Edinburgh Napier University, Edinburgh, Scotland Uk"],"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University, Edinburgh, Scotland Uk","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015586991","display_name":"Ben Paechter","orcid":"https://orcid.org/0000-0002-4841-0805"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ben Paechter","raw_affiliation_strings":["Edinburgh Napier University, Edinburgh, Scotland Uk"],"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University, Edinburgh, Scotland Uk","institution_ids":["https://openalex.org/I251738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006992974"],"corresponding_institution_ids":["https://openalex.org/I251738"],"apc_list":null,"apc_paid":null,"fwci":2.1572,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90097101,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994999766349792,"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":0.9994999766349792,"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.8140237927436829},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6752413511276245},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.626923680305481},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6104051470756531},{"id":"https://openalex.org/keywords/fitness-approximation","display_name":"Fitness approximation","score":0.5666584372520447},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5569340586662292},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5329284071922302},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5257304906845093},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.49051612615585327},{"id":"https://openalex.org/keywords/survivability","display_name":"Survivability","score":0.48133525252342224},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.45612066984176636},{"id":"https://openalex.org/keywords/broadcasting","display_name":"Broadcasting (networking)","score":0.456041157245636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3397202491760254},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.334486722946167},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3271819055080414},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.2833249270915985},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2640908360481262},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1380767822265625},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1355898082256317},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08527269959449768}],"concepts":[{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.8140237927436829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6752413511276245},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.626923680305481},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6104051470756531},{"id":"https://openalex.org/C148392497","wikidata":"https://www.wikidata.org/wiki/Q16250539","display_name":"Fitness approximation","level":4,"score":0.5666584372520447},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5569340586662292},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5329284071922302},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5257304906845093},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.49051612615585327},{"id":"https://openalex.org/C2781133158","wikidata":"https://www.wikidata.org/wiki/Q1088669","display_name":"Survivability","level":2,"score":0.48133525252342224},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.45612066984176636},{"id":"https://openalex.org/C110157686","wikidata":"https://www.wikidata.org/wiki/Q922122","display_name":"Broadcasting (networking)","level":2,"score":0.456041157245636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3397202491760254},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.334486722946167},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3271819055080414},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.2833249270915985},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2640908360481262},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1380767822265625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1355898082256317},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08527269959449768},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2739480.2754688","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:napier-surface.worktribe.com:173426","is_oa":true,"landing_page_url":"https://napier-surface.worktribe.com/173426/1/GECCO2015-final-privat-use.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400544","display_name":"Research Output (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},{"id":"pmh:oai:repository@napier.ac.uk:173426","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/id/eprint/9232","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:napier-surface.worktribe.com:173426","is_oa":true,"landing_page_url":"https://napier-surface.worktribe.com/173426/1/GECCO2015-final-privat-use.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400544","display_name":"Research Output (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W74680237","https://openalex.org/W160062151","https://openalex.org/W1537906157","https://openalex.org/W1576660662","https://openalex.org/W1976051517","https://openalex.org/W1996858985","https://openalex.org/W1998612766","https://openalex.org/W2034722654","https://openalex.org/W2063536682","https://openalex.org/W2078206945","https://openalex.org/W2096481986","https://openalex.org/W2110178871","https://openalex.org/W2154022540","https://openalex.org/W2624262714","https://openalex.org/W2964210743","https://openalex.org/W6670222883","https://openalex.org/W6725038865"],"related_works":["https://openalex.org/W1622672652","https://openalex.org/W2017545286","https://openalex.org/W2159937791","https://openalex.org/W1995719995","https://openalex.org/W1583704618","https://openalex.org/W2012451526","https://openalex.org/W1634842376","https://openalex.org/W2731746886","https://openalex.org/W2021504082","https://openalex.org/W2373051176"],"abstract_inverted_index":{"Ensuring":[0],"the":[1,52,68,126],"integrity":[2],"of":[3,9,13,18,119],"a":[4,21,46,56,76,112,133],"robot":[5],"swarm":[6],"in":[7,67,97,110],"terms":[8],"maintaininga":[10],"stable":[11],"population":[12,58],"functioning":[14],"robots":[15,84],"over":[16],"longperiods":[17],"time":[19],"is":[20,80],"mandatory":[22],"prerequisite":[23],"for":[24],"building":[25],"morecomplex":[26],"systems":[27],"that":[28,37,79,100,114],"achieve":[29],"user-defined":[30,65],"tasks.":[31],"mEDEAis":[32],"an":[33,41,71],"environment-driven":[34],"evolutionary":[35],"algorithm":[36],"providespromising":[38],"results":[39,96],"using":[40],"implicit":[42],"fitness":[43,73,78],"functioncombined":[44],"with":[45,59],"random":[47,123],"genome":[48],"selection":[49,124],"operator.":[50],"Motivatedby":[51],"need":[53],"to":[54,62,82,128],"sustain":[55],"large":[57],"sufficientspare":[60],"energy":[61],"carry":[63],"out":[64],"tasks":[66],"future,we":[69],"develop":[70],"explicit":[72],"metric":[74],"providing":[75],"measureof":[77],"relative":[81],"surrounding":[83],"andexamine":[85],"two":[86],"methods":[87],"by":[88],"which":[89],"it":[90],"can":[91],"influence":[92],"spread":[93],"ofgenomes.":[94],"Experimental":[95],"simulation":[98],"find":[99],"use":[101],"ofthe":[102],"fitness-function":[103],"provides":[104],"significant":[105],"improvements":[106],"overthe":[107],"original":[108],"algorithm;":[109],"particular,":[111],"method":[113],"influencesthe":[115],"frequency":[116],"and":[117],"range":[118],"broadcasting":[120],"when":[121],"combinedwith":[122],"has":[125],"potential":[127],"conserveenergy":[129],"whilst":[130],"maintaining":[131],"performance,":[132],"critical":[134],"factor":[135],"forphysical":[136],"robots.":[137]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}