{"id":"https://openalex.org/W2038899055","doi":"https://doi.org/10.1109/conielecomp.2013.6525760","title":"Noisy data fitting with B-splines using hierarchical genetic algorithm","display_name":"Noisy data fitting with B-splines using hierarchical genetic algorithm","publication_year":2013,"publication_date":"2013-03-01","ids":{"openalex":"https://openalex.org/W2038899055","doi":"https://doi.org/10.1109/conielecomp.2013.6525760","mag":"2038899055"},"language":"en","primary_location":{"id":"doi:10.1109/conielecomp.2013.6525760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/conielecomp.2013.6525760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CONIELECOMP 2013, 23rd International Conference on Electronics, Communications and Computing","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/A5025030857","display_name":"Carlos H. Garc\u00eda-Capul\u00edn","orcid":"https://orcid.org/0000-0002-1631-0738"},"institutions":[{"id":"https://openalex.org/I38234673","display_name":"Instituto Tecnol\u00f3gico Superior de Irapuato","ror":"https://ror.org/01da06998","country_code":"MX","type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I38234673","https://openalex.org/I4210090124","https://openalex.org/I4413696010"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"C. H. Garcia-Capulin","raw_affiliation_strings":["Department of Mechatronics, Instituto Tecnol\u00f3gico Superior de Irapuato, Irapuato, Mexico","Dept. of Mechatron., Inst. Tecnol. Super. de Irapuato, Irapuato, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Mechatronics, Instituto Tecnol\u00f3gico Superior de Irapuato, Irapuato, Mexico","institution_ids":["https://openalex.org/I38234673"]},{"raw_affiliation_string":"Dept. of Mechatron., Inst. Tecnol. Super. de Irapuato, Irapuato, Mexico","institution_ids":["https://openalex.org/I38234673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030555626","display_name":"G. Trejo-Caballero","orcid":"https://orcid.org/0000-0003-1337-7758"},"institutions":[{"id":"https://openalex.org/I38234673","display_name":"Instituto Tecnol\u00f3gico Superior de Irapuato","ror":"https://ror.org/01da06998","country_code":"MX","type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I38234673","https://openalex.org/I4210090124","https://openalex.org/I4413696010"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"G. Trejo-Caballero","raw_affiliation_strings":["Department of Mechatronics, Instituto Tecnol\u00f3gico Superior de Irapuato, Irapuato, Mexico","Dept. of Mechatron., Inst. Tecnol. Super. de Irapuato, Irapuato, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Mechatronics, Instituto Tecnol\u00f3gico Superior de Irapuato, Irapuato, Mexico","institution_ids":["https://openalex.org/I38234673"]},{"raw_affiliation_string":"Dept. of Mechatron., Inst. Tecnol. Super. de Irapuato, Irapuato, Mexico","institution_ids":["https://openalex.org/I38234673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049250191","display_name":"Horacio Rostro\u2010Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-7530-9027"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"H. Rostro-Gonzalez","raw_affiliation_strings":["Department of Electronics, Universidad de Guanajuato, Salamanca, Mexico","Dept. of Electron., Univ. de Guanajuato, Salamanca, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Universidad de Guanajuato, Salamanca, Mexico","institution_ids":["https://openalex.org/I129858807"]},{"raw_affiliation_string":"Dept. of Electron., Univ. de Guanajuato, Salamanca, Mexico","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043514066","display_name":"Juan Gabriel Avina\u2010Cervantes","orcid":"https://orcid.org/0000-0003-1730-3748"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. G. Avina-Cervantes","raw_affiliation_strings":["Department of Electronics, Universidad de Guanajuato, Salamanca, Mexico","Dept. of Electron., Univ. de Guanajuato, Salamanca, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Universidad de Guanajuato, Salamanca, Mexico","institution_ids":["https://openalex.org/I129858807"]},{"raw_affiliation_string":"Dept. of Electron., Univ. de Guanajuato, Salamanca, Mexico","institution_ids":["https://openalex.org/I129858807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025030857"],"corresponding_institution_ids":["https://openalex.org/I38234673"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10125082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"62","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11309","display_name":"Music and Audio Processing","score":0.9387999773025513,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9380999803543091,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.6291431188583374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5683212876319885},{"id":"https://openalex.org/keywords/spline","display_name":"Spline (mechanical)","score":0.5432553887367249},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4611091911792755},{"id":"https://openalex.org/keywords/curve-fitting","display_name":"Curve fitting","score":0.43864572048187256},{"id":"https://openalex.org/keywords/b-spline","display_name":"B-spline","score":0.43147820234298706},{"id":"https://openalex.org/keywords/knot","display_name":"Knot (papermaking)","score":0.4270699918270111},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4216548502445221},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3538035750389099},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2025984525680542}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6291431188583374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5683212876319885},{"id":"https://openalex.org/C10390562","wikidata":"https://www.wikidata.org/wiki/Q581809","display_name":"Spline (mechanical)","level":2,"score":0.5432553887367249},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4611091911792755},{"id":"https://openalex.org/C184389593","wikidata":"https://www.wikidata.org/wiki/Q603159","display_name":"Curve fitting","level":2,"score":0.43864572048187256},{"id":"https://openalex.org/C15945459","wikidata":"https://www.wikidata.org/wiki/Q2083109","display_name":"B-spline","level":2,"score":0.43147820234298706},{"id":"https://openalex.org/C2779863119","wikidata":"https://www.wikidata.org/wiki/Q6423048","display_name":"Knot (papermaking)","level":2,"score":0.4270699918270111},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4216548502445221},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3538035750389099},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2025984525680542},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/conielecomp.2013.6525760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/conielecomp.2013.6525760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CONIELECOMP 2013, 23rd International Conference on Electronics, Communications and Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W7212072","https://openalex.org/W225560312","https://openalex.org/W2012917687","https://openalex.org/W2042757782","https://openalex.org/W2046681812","https://openalex.org/W2059602667","https://openalex.org/W2068120653","https://openalex.org/W2100352587","https://openalex.org/W2102201073","https://openalex.org/W2128860595","https://openalex.org/W2142635246","https://openalex.org/W2143869582","https://openalex.org/W2145642620","https://openalex.org/W2146697392","https://openalex.org/W2162870748","https://openalex.org/W2168175751","https://openalex.org/W2505325191","https://openalex.org/W3023540311","https://openalex.org/W4229982146","https://openalex.org/W4232158064","https://openalex.org/W6608886761"],"related_works":["https://openalex.org/W2362223876","https://openalex.org/W2377168329","https://openalex.org/W2370164987","https://openalex.org/W2380901226","https://openalex.org/W1487120727","https://openalex.org/W2373603847","https://openalex.org/W2990252123","https://openalex.org/W2131662362","https://openalex.org/W2052425187","https://openalex.org/W2238919466"],"abstract_inverted_index":{"Data":[0],"fitting":[1,26,77],"by":[2,27,79],"splines":[3,28,48],"in":[4,11,56],"noise":[5],"presence,":[6],"has":[7],"been":[8,157],"widely":[9],"used":[10],"data":[12,25,76],"analysis":[13],"and":[14,36,103,108,113,123],"engineering":[15],"applications.":[16],"In":[17,64,139],"this":[18,61,65],"regard,":[19],"an":[20],"important":[21],"problem":[22,78],"associated":[23],"with":[24],"is":[29,84,117],"the":[30,34,39,44,47,57,75,93,101,106,109,137,143,146],"adequate":[31],"selection":[32],"of":[33,38,46,59,105,145],"number":[35,102],"location":[37,104],"knots,":[40,107],"as":[41,43],"well":[42],"calculation":[45],"coefficients.":[49],"Typically,":[50],"these":[51],"parameters":[52,128],"are":[53],"separately":[54],"estimated":[55],"aim":[58],"solving":[60],"non-linear":[62],"problem.":[63],"paper,":[66],"we":[67],"use":[68],"a":[69,87],"hierarchical":[70,89],"genetic":[71,121],"algorithm":[72],"to":[73,99,135,141],"tackle":[74],"B-splines.":[80],"The":[81,115],"proposed":[82,147],"approach":[83],"based":[85,119],"on":[86,120,153],"novel":[88],"gene":[90],"structure":[91],"for":[92],"chromosomal":[94],"representation,":[95],"thus,":[96],"allowing":[97],"us":[98],"determine":[100],"B-spline":[110],"coefficients":[111],"automatically":[112],"simultaneously.":[114],"method":[116],"fully":[118],"algorithms":[122],"does":[124],"not":[125],"require":[126],"subjective":[127],"like":[129],"smooth":[130,154],"factor":[131],"or":[132],"knot":[133],"locations":[134],"perform":[136],"solution.":[138],"order":[140],"validate":[142],"efficacy":[144],"approach,":[148],"numerical":[149],"results":[150],"from":[151],"tests":[152],"functions":[155],"have":[156],"included.":[158]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
