{"id":"https://openalex.org/W4409675939","doi":"https://doi.org/10.1007/s00366-025-02141-z","title":"Reconstruction of dynamic systems using genetic algorithms with dynamic search limits","display_name":"Reconstruction of dynamic systems using genetic algorithms with dynamic search limits","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4409675939","doi":"https://doi.org/10.1007/s00366-025-02141-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00366-025-02141-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00366-025-02141-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00366-025-02141-z.pdf","source":{"id":"https://openalex.org/S89333158","display_name":"Engineering With Computers","issn_l":"0177-0667","issn":["0177-0667","1435-5663"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering with Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00366-025-02141-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073592819","display_name":"Omar Rodr\u00edguez-Abreo","orcid":"https://orcid.org/0000-0002-8650-1185"},"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":true,"raw_author_name":"Omar Rodr\u00edguez-Abreo","raw_affiliation_strings":["Centro de F\u00edsica Aplicada y Tecnolog\u00eda Avanzada, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Boulevard Juriquilla 3001, 76230, Quer\u00e9taro, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de F\u00edsica Aplicada y Tecnolog\u00eda Avanzada, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Boulevard Juriquilla 3001, 76230, Quer\u00e9taro, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051074286","display_name":"J. L. Arag\u00f3n","orcid":"https://orcid.org/0000-0001-7719-2942"},"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":"Jos\u00e9 L. Arag\u00f3n","raw_affiliation_strings":["Centro de F\u00edsica Aplicada y Tecnolog\u00eda Avanzada, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Boulevard Juriquilla 3001, 76230, Quer\u00e9taro, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de F\u00edsica Aplicada y Tecnolog\u00eda Avanzada, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Boulevard Juriquilla 3001, 76230, Quer\u00e9taro, Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046481171","display_name":"Mario A. Quiroz\u2010Ju\u00e1rez","orcid":"https://orcid.org/0000-0002-5995-9510"},"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":"Mario A. Quiroz-Ju\u00e1rez","raw_affiliation_strings":["Centro de F\u00edsica Aplicada y Tecnolog\u00eda Avanzada, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Boulevard Juriquilla 3001, 76230, Quer\u00e9taro, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de F\u00edsica Aplicada y Tecnolog\u00eda Avanzada, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Boulevard Juriquilla 3001, 76230, Quer\u00e9taro, Mexico","institution_ids":["https://openalex.org/I8961855"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073592819"],"corresponding_institution_ids":["https://openalex.org/I8961855"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.0597,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76292051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"41","issue":"5","first_page":"2969","last_page":"2987"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9973999857902527,"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/T11749","display_name":"Iterative Learning Control Systems","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5444260239601135},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44255557656288147},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3234427273273468}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5444260239601135},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44255557656288147},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3234427273273468}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00366-025-02141-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00366-025-02141-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00366-025-02141-z.pdf","source":{"id":"https://openalex.org/S89333158","display_name":"Engineering With Computers","issn_l":"0177-0667","issn":["0177-0667","1435-5663"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering with Computers","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00366-025-02141-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00366-025-02141-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00366-025-02141-z.pdf","source":{"id":"https://openalex.org/S89333158","display_name":"Engineering With Computers","issn_l":"0177-0667","issn":["0177-0667","1435-5663"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering with Computers","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6328215162","display_name":null,"funder_award_id":"IA103325","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/G7988879653","display_name":null,"funder_award_id":"CF-2023-I-1496","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/W4409675939.pdf","grobid_xml":"https://content.openalex.org/works/W4409675939.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1552098139","https://openalex.org/W1965969360","https://openalex.org/W1979769287","https://openalex.org/W2014774244","https://openalex.org/W2017652524","https://openalex.org/W2036682095","https://openalex.org/W2043684544","https://openalex.org/W2093828424","https://openalex.org/W2125008797","https://openalex.org/W2239232218","https://openalex.org/W2515184175","https://openalex.org/W2811038404","https://openalex.org/W2898032212","https://openalex.org/W2985942842","https://openalex.org/W2996452449","https://openalex.org/W2996996105","https://openalex.org/W3011660340","https://openalex.org/W3093374227","https://openalex.org/W3094704314","https://openalex.org/W3106907685","https://openalex.org/W3180233352","https://openalex.org/W3183470700","https://openalex.org/W3195448456","https://openalex.org/W3216065183","https://openalex.org/W4238160257","https://openalex.org/W4292813980","https://openalex.org/W4292994524","https://openalex.org/W4293213129","https://openalex.org/W4294652476","https://openalex.org/W4296357585","https://openalex.org/W4387787693","https://openalex.org/W4398145076","https://openalex.org/W4398760019","https://openalex.org/W4402641908"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2051487156","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596"],"abstract_inverted_index":{"Abstract":[0],"Mathematical":[1],"modeling":[2],"is":[3,61],"a":[4,24,31,35,52,64,73,103,124,127,137,147],"powerful":[5],"tool":[6],"for":[7,161],"describing,":[8],"predicting,":[9],"and":[10,70,102,130,146],"understanding":[11],"complex":[12],"phenomena":[13],"exhibited":[14],"by":[15],"real-world":[16],"systems.":[17],"However,":[18],"identifying":[19],"the":[20,48,81,85,93,110,114,131,168],"equations":[21,50],"that":[22],"govern":[23],"system\u2019s":[25],"dynamics":[26],"from":[27],"experimental":[28],"data":[29],"remains":[30],"significant":[32],"challenge":[33],"without":[34],"definitive":[36],"solution.":[37],"In":[38],"this":[39],"study,":[40],"evolutionary":[41],"computing":[42],"techniques":[43],"are":[44,88],"presented":[45],"to":[46,62,96,105,120],"estimate":[47],"governing":[49,169],"of":[51,80,84,92,149,159,167],"dynamical":[53,122],"system":[54],"using":[55,76],"time-series":[56],"data.":[57],"The":[58],"main":[59,82],"approach":[60],"propose":[63],"candidate":[65],"functions":[66],"with":[67,99,139],"unknown":[68],"coefficients,":[69],"subsequently":[71],"perform":[72],"parametric":[74],"estimation":[75],"genetic":[77,94],"algorithms.":[78],"Some":[79],"contributions":[83],"present":[86],"study":[87],"an":[89,140],"adequate":[90],"modification":[91],"algorithm":[95],"remove":[97],"terms":[98],"minimal":[100],"contributions,":[101],"mechanism":[104],"escape":[106],"local":[107],"optima":[108],"during":[109],"search.":[111],"To":[112],"evaluate":[113],"proposed":[115],"method,":[116],"we":[117],"applied":[118],"it":[119],"three":[121],"systems:":[123],"linear":[125],"model,":[126,129],"nonlinear":[128],"Lorenz":[132],"system.":[133],"Our":[134],"results":[135],"demonstrate":[136],"reconstruction":[138,166],"integral":[141],"square":[142],"error":[143],"below":[144],"0.22":[145],"coefficient":[148],"determination":[150],"$$R^2$$":[151],"<mml:math":[152],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\">":[153],"<mml:msup>":[154],"<mml:mi>R</mml:mi>":[155],"<mml:mn>2</mml:mn>":[156],"</mml:msup>":[157],"</mml:math>":[158],"0.99":[160],"all":[162],"systems,":[163],"indicating":[164],"successful":[165],"dynamic":[170],"equations.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}