{"id":"https://openalex.org/W4416626215","doi":"https://doi.org/10.1145/3760622.3760657","title":"Surrogate-based Bio-inspired Optimization for Adaptive Controller Tuning of Fast Response Systems Application to the BLDC Motor","display_name":"Surrogate-based Bio-inspired Optimization for Adaptive Controller Tuning of Fast Response Systems Application to the BLDC Motor","publication_year":2025,"publication_date":"2025-04-26","ids":{"openalex":"https://openalex.org/W4416626215","doi":"https://doi.org/10.1145/3760622.3760657"},"language":null,"primary_location":{"id":"doi:10.1145/3760622.3760657","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3760622.3760657","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3760622.3760657","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 9th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3760622.3760657","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023678762","display_name":"Alam Gabriel Rojas-L\u00f3pez","orcid":"https://orcid.org/0000-0003-0942-7417"},"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":"Alam Gabriel Rojas-Lopez","raw_affiliation_strings":["OPTIMAL MECHATRONIC DESIGN LABORATORY, Instituto Politecnico Nacional - CIDETEC, Mexico City, Mexico City, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-0942-7417","affiliations":[{"raw_affiliation_string":"OPTIMAL MECHATRONIC DESIGN LABORATORY, Instituto Politecnico Nacional - CIDETEC, Mexico City, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063105402","display_name":"Miguel Gabriel Villarreal-Cervantes","orcid":"https://orcid.org/0000-0002-7565-8128"},"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":"Miguel Gabriel Villarreal-Cervantes","raw_affiliation_strings":["OPTIMAL MECHATRONIC DESIGN LABORATORY, Instituto Politecnico Nacional - CIDETEC, Mexico City, Mexico City, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-7565-8128","affiliations":[{"raw_affiliation_string":"OPTIMAL MECHATRONIC DESIGN LABORATORY, Instituto Politecnico Nacional - CIDETEC, Mexico City, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000185036","display_name":"Alejandro Rodr\u00edguez-Molina","orcid":"https://orcid.org/0000-0002-6901-3833"},"institutions":[{"id":"https://openalex.org/I167724894","display_name":"Universidad Aut\u00f3noma de la Ciudad de M\u00e9xico","ror":"https://ror.org/04q0r6m34","country_code":"MX","type":"education","lineage":["https://openalex.org/I167724894"]},{"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":"Alejandro Rodriguez-Molina","raw_affiliation_strings":["Universidad Nacional Autonoma de la Ciudad de Mexico, Mexico City, Mexico City, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-6901-3833","affiliations":[{"raw_affiliation_string":"Universidad Nacional Autonoma de la Ciudad de Mexico, Mexico City, Mexico City, Mexico","institution_ids":["https://openalex.org/I167724894","https://openalex.org/I8961855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120378669","display_name":"Mitchel Angel Gomez-Ortega","orcid":"https://orcid.org/0009-0007-3579-1067"},"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":"Mitchel Angel Gomez-Ortega","raw_affiliation_strings":["OPTIMAL MECHATRONIC DESIGN LABORATORY, Instituto Politecnico Nacional - CIDETEC, Mexico City, Mexico City, Mexico"],"raw_orcid":"https://orcid.org/0009-0007-3579-1067","affiliations":[{"raw_affiliation_string":"OPTIMAL MECHATRONIC DESIGN LABORATORY, Instituto Politecnico Nacional - CIDETEC, Mexico City, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48339886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"129","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.3522000014781952,"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"}},"topics":[{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.3522000014781952,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.09989999979734421,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.06279999762773514,"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/control-theory","display_name":"Control theory (sociology)","score":0.6969000101089478},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6179999709129333},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5611000061035156},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.41589999198913574},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.41290000081062317},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4072999954223633},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.4016999900341034},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.34529998898506165}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6969000101089478},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6179999709129333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5960999727249146},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5611000061035156},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4887000024318695},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.41589999198913574},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.41290000081062317},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4072999954223633},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.4016999900341034},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.34529998898506165},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.3440000116825104},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.2980000078678131},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.2888000011444092},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27239999175071716},{"id":"https://openalex.org/C2780039885","wikidata":"https://www.wikidata.org/wiki/Q7448229","display_name":"Self-tuning","level":4,"score":0.26820001006126404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26100000739097595},{"id":"https://openalex.org/C22762622","wikidata":"https://www.wikidata.org/wiki/Q628904","display_name":"Operating point","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.2563000023365021},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3760622.3760657","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3760622.3760657","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3760622.3760657","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 9th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3760622.3760657","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3760622.3760657","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3760622.3760657","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 9th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321694","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416626215.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W631573795","https://openalex.org/W1669006701","https://openalex.org/W2096166399","https://openalex.org/W2107699930","https://openalex.org/W2483050420","https://openalex.org/W2494058187","https://openalex.org/W2804446681","https://openalex.org/W2922859007","https://openalex.org/W2947499939","https://openalex.org/W3034825434","https://openalex.org/W3042269172","https://openalex.org/W3043038351","https://openalex.org/W3152759608","https://openalex.org/W3158202302","https://openalex.org/W3194654576","https://openalex.org/W3196282477","https://openalex.org/W3211748739","https://openalex.org/W4388909758","https://openalex.org/W4389298993","https://openalex.org/W4390431226","https://openalex.org/W4392797059","https://openalex.org/W4402593209","https://openalex.org/W4403534748"],"related_works":[],"abstract_inverted_index":{"The":[0,41,57,84,120],"current":[1],"work":[2],"conducts":[3],"a":[4,15,27,158],"comparative":[5],"study":[6],"of":[7,26,157],"three":[8],"different":[9],"surrogate":[10,58,103],"modeling":[11],"strategies":[12,67],"used":[13],"in":[14,136,144],"surrogate-based":[16,90],"bio-inspired":[17,39],"optimization":[18],"when":[19],"applied":[20],"to":[21,36,88,112],"the":[22,54,70,102,106,124],"adaptive":[23,92,115,154],"controller":[24,42,93,116,155],"tuning":[25,94,117,156],"fast":[28,159],"response":[29,160],"system":[30,43,145],"(a":[31],"BLDC":[32],"motor),":[33],"comparing":[34],"them":[35],"traditional":[37],"model-based":[38,108],"optimization.":[40],"performance,":[44],"computational":[45,137],"burden":[46,138],"reduction,":[47,139],"and":[48,62,79,98,126,140],"their":[49],"trade-off":[50],"are":[51,86],"assessed":[52],"as":[53,69,89,113],"evaluated":[55],"criteria.":[56],"models":[59],"include":[60],"parametric":[61],"nonparametric":[63],"supervised":[64],"machine":[65],"learning":[66],"such":[68],"Response":[71],"Surface":[72],"Method":[73],"(RSM),":[74],"Radial":[75],"Basis":[76],"Function":[77],"(RBF),":[78],"Gaussian":[80],"Process":[81],"Regression":[82],"(GPR).":[83],"proposals":[85,150],"referred":[87,111],"indirect":[91,114],"approaches":[95],"(SIACTA-RSM,":[96],"SIACTA-RBF,":[97],"SIACTA-GPR,":[99],"depending":[100],"on":[101],"model),":[104],"while":[105],"reference":[107],"strategy":[109],"is":[110],"approach":[118],"(IACTA).":[119],"outcomes":[121],"show":[122],"that":[123],"SIACTA-RSM":[125,134],"SIACTA-RBF":[127,141],"achieve":[128],"better":[129],"trade-offs":[130],"than":[131],"IACTA,":[132],"where":[133],"excels":[135],"does":[142],"it":[143],"performance.":[146],"This":[147],"proves":[148],"both":[149],"reliable":[151],"alternatives":[152],"for":[153],"system.":[161]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-11-25T00:00:00"}