{"id":"https://openalex.org/W3113207483","doi":"https://doi.org/10.1109/cibcb48159.2020.9277700","title":"A multimodal multi-objective optimisation approach to deal with the phylogenetic inference problem","display_name":"A multimodal multi-objective optimisation approach to deal with the phylogenetic inference problem","publication_year":2020,"publication_date":"2020-10-27","ids":{"openalex":"https://openalex.org/W3113207483","doi":"https://doi.org/10.1109/cibcb48159.2020.9277700","mag":"3113207483"},"language":"en","primary_location":{"id":"doi:10.1109/cibcb48159.2020.9277700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb48159.2020.9277700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","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/A5043474043","display_name":"Cesar Esteban Sacrist\u00e1n Rivera","orcid":"https://orcid.org/0000-0003-3348-5465"},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Cesar Rivera","raw_affiliation_strings":["Departamento de Ingenier\u00eda Inform\u00e1tica, Universidad de Santiago de Chile, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier\u00eda Inform\u00e1tica, Universidad de Santiago de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I10457146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005828423","display_name":"Mario Inostroza-Ponta","orcid":"https://orcid.org/0000-0003-1295-8972"},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Mario Inostroza-Ponta","raw_affiliation_strings":["Departamento de Ingenier\u00eda Inform\u00e1tica, Universidad de Santiago de Chile, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier\u00eda Inform\u00e1tica, Universidad de Santiago de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I10457146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055270644","display_name":"Manuel Villalobos-Cid","orcid":"https://orcid.org/0000-0002-1145-2016"},"institutions":[{"id":"https://openalex.org/I10457146","display_name":"Universidad de Santiago de Chile","ror":"https://ror.org/02ma57s91","country_code":"CL","type":"education","lineage":["https://openalex.org/I10457146"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Manuel Villalobos-Cid","raw_affiliation_strings":["Departamento de Ingenier\u00eda Inform\u00e1tica, Universidad de Santiago de Chile, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier\u00eda Inform\u00e1tica, Universidad de Santiago de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I10457146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043474043"],"corresponding_institution_ids":["https://openalex.org/I10457146"],"apc_list":null,"apc_paid":null,"fwci":0.3977,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69966997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973000288009644,"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":0.9973000288009644,"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":0.9951000213623047,"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":0.9884999990463257,"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/inference","display_name":"Inference","score":0.5865240097045898},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5696812868118286},{"id":"https://openalex.org/keywords/phylogenetic-tree","display_name":"Phylogenetic tree","score":0.5087283253669739},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.4993250370025635},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4861759543418884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48020467162132263},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.43307602405548096},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4316178858280182},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41915449500083923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3985310196876526},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3882220387458801},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34953078627586365},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07786780595779419},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07767486572265625}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5865240097045898},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5696812868118286},{"id":"https://openalex.org/C193252679","wikidata":"https://www.wikidata.org/wiki/Q242125","display_name":"Phylogenetic tree","level":3,"score":0.5087283253669739},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.4993250370025635},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4861759543418884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48020467162132263},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.43307602405548096},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4316178858280182},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41915449500083923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3985310196876526},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3882220387458801},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34953078627586365},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07786780595779419},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07767486572265625},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cibcb48159.2020.9277700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb48159.2020.9277700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5799999833106995,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W8358287","https://openalex.org/W118581210","https://openalex.org/W1558793121","https://openalex.org/W1768797947","https://openalex.org/W1950671070","https://openalex.org/W1970414500","https://openalex.org/W1970424517","https://openalex.org/W2027440639","https://openalex.org/W2066459641","https://openalex.org/W2119022294","https://openalex.org/W2126105956","https://openalex.org/W2153891915","https://openalex.org/W2207649084","https://openalex.org/W2238213391","https://openalex.org/W2315521535","https://openalex.org/W2431878824","https://openalex.org/W2558610617","https://openalex.org/W2789665539","https://openalex.org/W2848306093","https://openalex.org/W2896057909","https://openalex.org/W2897865602","https://openalex.org/W2903030828","https://openalex.org/W2951919653","https://openalex.org/W2967906665","https://openalex.org/W2995559214","https://openalex.org/W3010730509","https://openalex.org/W3013946074","https://openalex.org/W3016655948","https://openalex.org/W3199943451","https://openalex.org/W6800717233"],"related_works":["https://openalex.org/W2010336970","https://openalex.org/W4205193211","https://openalex.org/W3034364924","https://openalex.org/W3196925172","https://openalex.org/W3091613133","https://openalex.org/W2102350580","https://openalex.org/W337252817","https://openalex.org/W2095999126","https://openalex.org/W2147204676","https://openalex.org/W2787833928"],"abstract_inverted_index":{"The":[0,39,195],"phylogenetic":[1,24,30,114,169],"inference":[2,31,115],"strategies":[3,71,80,132],"aim":[4],"to":[5,8,45,56,61,191,206,218],"propose":[6,155],"hypotheses":[7],"explain":[9],"the":[10,29,47,51,58,62,65,76,90,99,103,108,112,129,140,144,148,160,178,181,184,188,193,201,207,210,214,219],"evolutionary":[11,18],"relationships":[12],"for":[13,168],"different":[14,43,68,137],"organisms.":[15],"These":[16,79],"resultant":[17,149],"histories":[19],"are":[20,117],"often":[21],"represented":[22],"as":[23,35],"trees.":[25],"In":[26,54,151],"computer":[27],"science,":[28],"has":[32,41],"been":[33,73],"treated":[34],"an":[36,165],"optimisation":[37,70],"problem.":[38,125],"literature":[40],"proposed":[42,74],"criteria":[44],"select":[46],"optimal":[48],"tree":[49],"between":[50],"possible":[52],"topologies.":[53,150],"order":[55],"reduce":[57],"bias":[59],"associated":[60],"dependency":[63],"on":[64,89,164,187],"selected":[66],"criterion,":[67],"multi-objective":[69,113,131],"have":[72],"during":[75],"last":[77],"decade.":[78],"search":[81],"by":[82],"solutions":[83,135,204],"using":[84],"operators":[85],"and":[86,107,147,209],"metrics":[87],"based":[88,163,186],"objective":[91,109,211],"space.":[92],"However,":[93],"a":[94,123,156,173],"recent":[95],"work":[96],"concluded":[97],"that":[98,128,176],"topological":[100],"features":[101],"of":[102,139,159,180,183,197,203,222],"trees":[104,185],"(decision":[105],"space)":[106],"space":[110,190],"in":[111,122],"context":[116],"not":[118],"related,":[119],"becoming":[120],"phylogeny":[121],"multimodal":[124,174],"It":[126],"means":[127],"current":[130],"could":[133],"discard":[134],"from":[136],"regions":[138],"decision":[141,189,208],"space,":[142,212],"limiting":[143],"searching":[145],"process":[146],"this":[152,198,223],"work,":[153],"we":[154],"new":[157],"version":[158,221],"Memetic":[161],"algorithm":[162],"NSGA-II":[166],"scheme":[167],"inference,":[170],"which":[171],"include":[172],"operator":[175,199],"considers":[177],"diversity":[179,202],"topologies":[182],"rank":[192],"solutions.":[194],"inclusion":[196],"improved":[200],"according":[205],"increasing":[213],"hypervolume":[215],"metric":[216],"compared":[217],"base":[220],"memetic":[224],"algorithm.":[225]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}