{"id":"https://openalex.org/W1991689585","doi":"https://doi.org/10.1145/2739480.2754780","title":"Parasite Diversity in Symbiogenetic Multiset Genetic Algorithm","display_name":"Parasite Diversity in Symbiogenetic Multiset Genetic Algorithm","publication_year":2015,"publication_date":"2015-07-07","ids":{"openalex":"https://openalex.org/W1991689585","doi":"https://doi.org/10.1145/2739480.2754780","mag":"1991689585"},"language":"en","primary_location":{"id":"doi:10.1145/2739480.2754780","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754780","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076508609","display_name":"Ant\u00f3nio Manso","orcid":"https://orcid.org/0000-0003-2504-0642"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Ant\u00f3nio M.R. Manso","raw_affiliation_strings":["Faculdade de Ci\u00eancias da Universidade de Lisboa, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculdade de Ci\u00eancias da Universidade de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070919513","display_name":"Lu\u00eds Correia","orcid":"https://orcid.org/0000-0003-2439-1168"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds M.P. Correia","raw_affiliation_strings":["Faculdade de Ci\u00eancias da Universidade de Lisboa, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculdade de Ci\u00eancias da Universidade de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076508609"],"corresponding_institution_ids":["https://openalex.org/I141596103"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04108754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"887","last_page":"894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9991999864578247,"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":0.9395999908447266,"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/multiset","display_name":"Multiset","score":0.9304038286209106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5310725569725037},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.515770673751831},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.507499635219574},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.467299222946167},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.46468237042427063},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4498629868030548},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4434257745742798},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4227448105812073},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3970707356929779},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3803745210170746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3436744511127472},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32747653126716614},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3265513777732849},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23688462376594543},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.09891381859779358},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.06659969687461853}],"concepts":[{"id":"https://openalex.org/C2779623528","wikidata":"https://www.wikidata.org/wiki/Q864377","display_name":"Multiset","level":2,"score":0.9304038286209106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5310725569725037},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.515770673751831},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.507499635219574},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.467299222946167},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.46468237042427063},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4498629868030548},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4434257745742798},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4227448105812073},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3970707356929779},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3803745210170746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3436744511127472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32747653126716614},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3265513777732849},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23688462376594543},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.09891381859779358},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.06659969687461853},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739480.2754780","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754780","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.550000011920929,"display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323642","display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Ensino Superior","ror":"https://ror.org/045b9pr88"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1291450","https://openalex.org/W12307245","https://openalex.org/W1501239440","https://openalex.org/W1519724619","https://openalex.org/W1527779376","https://openalex.org/W1627673607","https://openalex.org/W1965471519","https://openalex.org/W2036254143","https://openalex.org/W2084592224","https://openalex.org/W2096055404","https://openalex.org/W2126636103","https://openalex.org/W2149171711","https://openalex.org/W2162813238","https://openalex.org/W2172448881","https://openalex.org/W2295596664","https://openalex.org/W2301459920"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W1993493607","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928","https://openalex.org/W2593449396"],"abstract_inverted_index":{"Symbiogenetic":[0],"MuGA":[1],"(SMuGA)":[2],"is":[3,80,95,111],"a":[4,25,44,61,84],"co-evolutionary":[5],"model":[6],"exploiting":[7],"the":[8,13,28,41,70,74,89,117,122],"concept":[9],"of":[10,43,46,64,73,91,116,121],"symbiosis":[11],"over":[12],"Multiset":[14],"Genetic":[15],"Algorithm":[16],"(MuGA).":[17],"It":[18],"evolves":[19],"two":[20],"species:":[21],"hosts":[22],"that":[23,32],"represent":[24,33],"solution":[26],"to":[27,87,106],"problem,":[29],"and":[30,119,124],"parasites":[31],"part-solutions.":[34],"SMuGA":[35,65],"has":[36],"been":[37],"proved":[38],"valuable":[39],"in":[40,53,101],"optimization":[42],"variety":[45],"deceptive":[47,102],"functions.":[48],"However":[49],"its":[50],"performance":[51],"decreased":[52],"large":[54],"scale":[55],"difficult":[56],"problems.":[57],"This":[58],"paper":[59,110],"presents":[60],"new":[62],"version":[63],"with":[66,97,104,113,125],"improvements":[67],"centered":[68],"on":[69],"evolution":[71,90],"process":[72],"parasites.":[75,92],"The":[76,93,109],"most":[77],"significant":[78],"advance":[79],"provided":[81],"by":[82],"using":[83],"diversity":[85],"measure":[86],"modulate":[88],"algorithm":[94],"tested":[96],"very":[98],"good":[99],"results":[100],"functions":[103],"up":[105],"1024":[107],"bits.":[108],"concluded":[112],"an":[114],"analysis":[115],"advantages":[118],"limitations":[120],"approach,":[123],"perspectives":[126],"for":[127],"future":[128],"developments.":[129]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}