{"id":"https://openalex.org/W2501950526","doi":"https://doi.org/10.1145/2908812.2908954","title":"Tackling the IFP Problem with the Preference-Based Genetic Algorithm","display_name":"Tackling the IFP Problem with the Preference-Based Genetic Algorithm","publication_year":2016,"publication_date":"2016-07-20","ids":{"openalex":"https://openalex.org/W2501950526","doi":"https://doi.org/10.1145/2908812.2908954","mag":"2501950526"},"language":"en","primary_location":{"id":"doi:10.1145/2908812.2908954","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2908812.2908954","pdf_url":null,"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":"green","oa_url":"http://orbilu.uni.lu/handle/10993/28197","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063673744","display_name":"Sune S. Nielsen","orcid":"https://orcid.org/0000-0002-0349-9199"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Sune S. Nielsen","raw_affiliation_strings":["University of Luxembourg, Luxembourg, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067908322","display_name":"Christof Ferreira Torres","orcid":"https://orcid.org/0000-0001-6992-703X"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Christof Ferreira Torres","raw_affiliation_strings":["University of Luxembourg, Luxembourg, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107678280","display_name":"Gr\u00e9goire Danoy","orcid":"https://orcid.org/0000-0001-9419-4210"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Gregoire Danoy","raw_affiliation_strings":["University of Luxembourg, Luxembourg, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058311932","display_name":"Pascal Bouvry","orcid":"https://orcid.org/0000-0001-9338-2834"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Pascal Bouvry","raw_affiliation_strings":["University of Luxembourg, Luxembourg, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Luxembourg, Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":null,"apc_paid":null,"fwci":0.619,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58943396,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"965","last_page":"972"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"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"}},{"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/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"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5563454627990723},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.530185878276825},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5180854797363281},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5074722170829773},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.4961324632167816},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4857628643512726},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4669806659221649},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.45242369174957275},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.42980656027793884},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4160536527633667},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3585337996482849},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34119975566864014},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11490777134895325},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09221932291984558}],"concepts":[{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5563454627990723},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.530185878276825},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5180854797363281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5074722170829773},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.4961324632167816},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4857628643512726},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4669806659221649},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.45242369174957275},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.42980656027793884},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4160536527633667},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3585337996482849},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34119975566864014},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11490777134895325},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09221932291984558},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2908812.2908954","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2908812.2908954","pdf_url":null,"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"},{"id":"pmh:oai:orbilu.uni.lu:10993/28197","is_oa":true,"landing_page_url":"http://orbilu.uni.lu/handle/10993/28197","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016, 965--972 (2016); Genetic and Evolutionary Computation Conference (GECCO), Denver, United States - Colorado [US-CO], 07-2016","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":{"id":"pmh:oai:orbilu.uni.lu:10993/28197","is_oa":true,"landing_page_url":"http://orbilu.uni.lu/handle/10993/28197","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016, 965--972 (2016); Genetic and Evolutionary Computation Conference (GECCO), Denver, United States - Colorado [US-CO], 07-2016","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.47999998927116394,"display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321390","display_name":"Fonds De La Recherche Scientifique - FNRS","ror":"https://ror.org/03q83t159"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W298425065","https://openalex.org/W606488279","https://openalex.org/W1492417045","https://openalex.org/W1588375755","https://openalex.org/W1977785179","https://openalex.org/W1990297162","https://openalex.org/W2013136212","https://openalex.org/W2015293326","https://openalex.org/W2033861738","https://openalex.org/W2035473589","https://openalex.org/W2095812434","https://openalex.org/W2096590200","https://openalex.org/W2126105956","https://openalex.org/W2126926002","https://openalex.org/W2136386226","https://openalex.org/W2169934304","https://openalex.org/W2216289548","https://openalex.org/W4252684946","https://openalex.org/W4387688680"],"related_works":["https://openalex.org/W2106492215","https://openalex.org/W2326694407","https://openalex.org/W2082859007","https://openalex.org/W2164831575","https://openalex.org/W2378719652","https://openalex.org/W2115729582","https://openalex.org/W2094658154","https://openalex.org/W2370837632","https://openalex.org/W2353187647","https://openalex.org/W4286340544"],"abstract_inverted_index":{"In":[0,59],"molecular":[1,18],"biology,":[2],"the":[3,17,53,62,75,107,114,120,133,140,144],"subject":[4],"of":[5,10,20,36,55,100,113,127,143,155],"protein":[6,57],"structure":[7,44],"prediction":[8],"is":[9,45,67,123],"continued":[11],"interest,":[12],"not":[13],"only":[14],"to":[15,25,69,74,87,148],"chart":[16],"map":[19],"living":[21],"cells,":[22],"but":[23],"also":[24],"design":[26],"proteins":[27],"with":[28],"new":[29],"functions.":[30],"The":[31,77],"Inverse":[32],"Folding":[33],"Problem":[34],"(IFP)":[35],"finding":[37],"sequences":[38],"that":[39],"fold":[40],"into":[41,92],"a":[42,81,93,98,103,110,128],"defined":[43],"in":[46,85,119,153],"itself":[47],"an":[48],"important":[49],"research":[50],"problem":[51],"at":[52],"heart":[54],"rational":[56],"design.":[58],"this":[60],"work":[61],"Preference-Based":[63],"Genetic":[64],"Algorithm":[65],"(PBGA)":[66],"employed":[68],"find":[70],"many":[71],"diversified":[72],"solutions":[73],"IFP.":[76],"PBGA":[78,145],"algorithm":[79,121,146],"incorporates":[80],"weighted":[82],"sum":[83,108],"model":[84],"order":[86],"combine":[88],"fitness":[89,115,156],"and":[90,157],"diversity":[91,117],"single":[94],"objective":[95],"function":[96],"scoring":[97],"set":[99],"individuals":[101],"as":[102],"whole.":[104],"By":[105],"adjusting":[106],"weights,":[109],"direct":[111],"control":[112],"vs.":[116],"trade-off":[118],"population":[122],"achieved":[124],"by":[125],"means":[126],"selection":[129],"scheme":[130],"iteratively":[131],"removing":[132],"least":[134],"contributing":[135],"individuals.":[136],"Experimental":[137],"results":[138],"demonstrate":[139],"superior":[141],"performance":[142],"compared":[147],"other":[149],"state-of-the-art":[150],"algorithms":[151],"both":[152],"terms":[154],"diversity.":[158]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-29T07:29:34.045763","created_date":"2025-10-10T00:00:00"}