{"id":"https://openalex.org/W3136660977","doi":"https://doi.org/10.1088/1742-6596/1723/1/012021","title":"The inverse problem of a dynamical system solved with genetic algorithms","display_name":"The inverse problem of a dynamical system solved with genetic algorithms","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3136660977","doi":"https://doi.org/10.1088/1742-6596/1723/1/012021","mag":"3136660977"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/1723/1/012021","doi":"https://doi.org/10.1088/1742-6596/1723/1/012021","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1723/1/012021","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1723/1/012021/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1723/1/012021/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000885244","display_name":"Ricardo Medel Esquivel","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Ricardo Medel Esquivel","raw_affiliation_strings":["CICATA-Legaria, Instituto Polit\u00e9cnico Nacional, 11500, Ciudad de M\u00e9xico, M\u00e9xico","ICF, Universidad Nacional Aut\u00f3noma de M\u00e9xico, 62210, Cuernavaca, Morelos, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CICATA-Legaria, Instituto Polit\u00e9cnico Nacional, 11500, Ciudad de M\u00e9xico, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]},{"raw_affiliation_string":"ICF, Universidad Nacional Aut\u00f3noma de M\u00e9xico, 62210, Cuernavaca, Morelos, M\u00e9xico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016483903","display_name":"Isidro G\u00f3mez-Vargas","orcid":"https://orcid.org/0000-0002-6473-018X","observed_orcids":["https://orcid.org/0000-0002-6473-018X"]},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Isidro G\u00f3mez-Vargas","raw_affiliation_strings":["CICATA-Legaria, Instituto Polit\u00e9cnico Nacional, 11500, Ciudad de M\u00e9xico, M\u00e9xico","ICF, Universidad Nacional Aut\u00f3noma de M\u00e9xico, 62210, Cuernavaca, Morelos, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CICATA-Legaria, Instituto Polit\u00e9cnico Nacional, 11500, Ciudad de M\u00e9xico, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]},{"raw_affiliation_string":"ICF, Universidad Nacional Aut\u00f3noma de M\u00e9xico, 62210, Cuernavaca, Morelos, M\u00e9xico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001567611","display_name":"T. Rivera Montalvo","orcid":"https://orcid.org/0000-0002-6685-0687","observed_orcids":["https://orcid.org/0000-0002-6685-0687"]},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Teodoro Rivera Montalvo","raw_affiliation_strings":["CICATA-Legaria, Instituto Polit\u00e9cnico Nacional, 11500, Ciudad de M\u00e9xico, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CICATA-Legaria, Instituto Polit\u00e9cnico Nacional, 11500, Ciudad de M\u00e9xico, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057995490","display_name":"Jose Alberto Vazquez","orcid":"https://orcid.org/0000-0002-7401-0864","observed_orcids":["https://orcid.org/0000-0002-7401-0864"]},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. Alberto V\u00e1zquez","raw_affiliation_strings":["ICF, Universidad Nacional Aut\u00f3noma de M\u00e9xico, 62210, Cuernavaca, Morelos, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICF, Universidad Nacional Aut\u00f3noma de M\u00e9xico, 62210, Cuernavaca, Morelos, M\u00e9xico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057140035","display_name":"Ricardo Garc\u00eda\u2010Salcedo","orcid":"https://orcid.org/0000-0003-0173-5466","observed_orcids":["https://orcid.org/0000-0003-0173-5466"]},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ricardo Garc\u00eda-Salcedo","raw_affiliation_strings":["CICATA-Legaria, Instituto Polit\u00e9cnico Nacional, 11500, Ciudad de M\u00e9xico, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CICATA-Legaria, Instituto Polit\u00e9cnico Nacional, 11500, Ciudad de M\u00e9xico, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000885244"],"corresponding_institution_ids":["https://openalex.org/I59361560","https://openalex.org/I8961855"],"apc_list":null,"apc_paid":null,"fwci":0.0932,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.22295542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"1723","issue":"1","first_page":"012021","last_page":"012021"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.6348000168800354,"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":0.6348000168800354,"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/T11236","display_name":"Control Systems and Identification","score":0.2915000021457672,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13487","display_name":"Statistical and numerical algorithms","score":0.013899999670684338,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inverse-problems","display_name":"inverse problems","score":0.8920000195503235},{"id":"https://openalex.org/keywords/dynamical-systems","display_name":"dynamical systems","score":0.8659999966621399},{"id":"https://openalex.org/keywords/parameter-estimation","display_name":"parameter estimation","score":0.9409999847412109},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.9959999918937683},{"id":"https://openalex.org/keywords/differential-equations","display_name":"differential equations","score":0.7210000157356262},{"id":"https://openalex.org/keywords/manhattan-distance","display_name":"Manhattan distance","score":0.6869999766349792},{"id":"https://openalex.org/keywords/model-fitting","display_name":"model fitting","score":0.4399999976158142},{"id":"https://openalex.org/keywords/numerical-solution","display_name":"numerical solution","score":0.5009999871253967}],"concepts":[{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.6630035638809204},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6041184067726135},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5988321304321289},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.572293758392334},{"id":"https://openalex.org/C33962884","wikidata":"https://www.wikidata.org/wiki/Q378637","display_name":"Dynamical system (definition)","level":3,"score":0.5335296392440796},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5236099362373352},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4969816505908966},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.4885061979293823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48495104908943176},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.477288156747818},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.4749586582183838},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4534878134727478},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4393846094608307},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39003899693489075},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08955028653144836},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07517790794372559},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/1723/1/012021","doi":"https://doi.org/10.1088/1742-6596/1723/1/012021","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1723/1/012021","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1723/1/012021/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/1723/1/012021","doi":"https://doi.org/10.1088/1742-6596/1723/1/012021","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1723/1/012021","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1723/1/012021/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1065831424","display_name":null,"funder_award_id":"IA102219","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G218243235","display_name":null,"funder_award_id":"2558591","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G6695304358","display_name":null,"funder_award_id":"IA102219","funder_id":"https://openalex.org/F4320335100","funder_display_name":"Direcci\u00f3n General de Asuntos del Personal Acad\u00e9mico, Universidad Nacional Aut\u00f3noma de M\u00e9xico"},{"id":"https://openalex.org/G6958583472","display_name":null,"funder_award_id":"A1-S-","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G7050597519","display_name":null,"funder_award_id":"A1-S-21925","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320335100","display_name":"Direcci\u00f3n General de Asuntos del Personal Acad\u00e9mico, Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136660977.pdf","grobid_xml":"https://content.openalex.org/works/W3136660977.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W888141997","https://openalex.org/W2053648942","https://openalex.org/W2065816850","https://openalex.org/W2109042184","https://openalex.org/W2593020302","https://openalex.org/W2801652557"],"related_works":["https://openalex.org/W1972340713","https://openalex.org/W131637771","https://openalex.org/W2124806514","https://openalex.org/W4409675939","https://openalex.org/W2169803092","https://openalex.org/W6941329505","https://openalex.org/W2618043842","https://openalex.org/W2463214110","https://openalex.org/W1582557152","https://openalex.org/W2389989902"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2],"work,":[3],"we":[4,35,68],"propose":[5],"a":[6,14,18,65],"complete":[7],"methodology":[8],"to":[9],"identify":[10],"the":[11,25,28,38,42,56,61,70,74,78],"parameters":[12,30,48],"of":[13,41,47,55],"dynamical":[15,43],"system":[16],"from":[17],"data":[19],"set":[20,46],"using":[21],"genetic":[22,62],"algorithms.":[23],"Considering":[24],"search":[26],"for":[27],"model":[29],"as":[31,52],"an":[32,53],"inverse":[33],"problem,":[34],"numerically":[36],"solve":[37],"differential":[39],"equations":[40],"system;":[44],"each":[45],"is":[49],"then":[50],"considered":[51],"individual":[54],"population":[57],"that":[58],"evolves":[59],"in":[60],"algorithm.":[63],"As":[64],"fitness":[66],"function":[67],"use":[69],"distance":[71],"L1":[72],"between":[73],"numerical":[75],"solution":[76],"and":[77],"data.":[79]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-03-29T00:00:00"}