{"id":"https://openalex.org/W4387269421","doi":"https://doi.org/10.1109/cibcb56990.2023.10264902","title":"Evolving Dilation Functions for Parameter Estimation","display_name":"Evolving Dilation Functions for Parameter Estimation","publication_year":2023,"publication_date":"2023-08-29","ids":{"openalex":"https://openalex.org/W4387269421","doi":"https://doi.org/10.1109/cibcb56990.2023.10264902"},"language":"en","primary_location":{"id":"doi:10.1109/cibcb56990.2023.10264902","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cibcb56990.2023.10264902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5027486263","display_name":"Daniele M. Papetti","orcid":"https://orcid.org/0000-0002-3574-6027"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele M. Papetti","raw_affiliation_strings":["University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milan,Italy","Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milan,Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040479427","display_name":"Vasco Coelho","orcid":"https://orcid.org/0000-0003-1689-0434"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vasco Coelho","raw_affiliation_strings":["University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milan,Italy","Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca,Department of Informatics, Systems and Communication,Milan,Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Informatics, Systems and Communication, University of Milano-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I66752286"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20456463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9945999979972839,"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":0.9945999979972839,"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":0.9909999966621399,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9825999736785889,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dilation","display_name":"Dilation (metric space)","score":0.65931236743927},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5274208784103394},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.48913246393203735},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.42122000455856323},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3092995285987854},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27696049213409424},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11374711990356445},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.07889330387115479}],"concepts":[{"id":"https://openalex.org/C2780757906","wikidata":"https://www.wikidata.org/wiki/Q5276676","display_name":"Dilation (metric space)","level":2,"score":0.65931236743927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5274208784103394},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.48913246393203735},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.42122000455856323},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3092995285987854},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27696049213409424},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11374711990356445},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07889330387115479},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cibcb56990.2023.10264902","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cibcb56990.2023.10264902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","raw_type":"proceedings-article"},{"id":"pmh:oai:boa.unimib.it:10281/441919","is_oa":false,"landing_page_url":"https://hdl.handle.net/10281/441919","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W200204928","https://openalex.org/W1659842140","https://openalex.org/W1847315806","https://openalex.org/W1918176521","https://openalex.org/W1972978214","https://openalex.org/W2018666541","https://openalex.org/W2019625726","https://openalex.org/W2040492000","https://openalex.org/W2049917443","https://openalex.org/W2061554433","https://openalex.org/W2063464435","https://openalex.org/W2080692289","https://openalex.org/W2093625674","https://openalex.org/W2104810358","https://openalex.org/W2132018771","https://openalex.org/W2144476439","https://openalex.org/W2152195021","https://openalex.org/W2165603655","https://openalex.org/W2168797545","https://openalex.org/W2170484057","https://openalex.org/W2257802904","https://openalex.org/W2487081599","https://openalex.org/W2558552004","https://openalex.org/W2609401777","https://openalex.org/W2751846886","https://openalex.org/W2946085841","https://openalex.org/W2967895064","https://openalex.org/W3094704314","https://openalex.org/W3184248748","https://openalex.org/W4207030835","https://openalex.org/W4283779202","https://openalex.org/W4293518950","https://openalex.org/W4293794867","https://openalex.org/W4317987714","https://openalex.org/W6722911838"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2600246793"],"abstract_inverted_index":{"Global":[0],"optimization":[1,117],"problems":[2,188],"are":[3],"among":[4],"the":[5,18,32,37,54,71,74,140,174,184,204,211,215,219],"most":[6],"complex":[7],"and":[8,29,61,93,110],"widespread":[9],"tasks":[10],"in":[11,67],"Computer":[12],"Science.":[13],"The":[14,122,207],"capability":[15],"of":[16,31,53,73,114,133,139,165,173,189,222],"finding":[17],"global":[19],"optimum":[20],"is":[21,81,100],"often":[22],"hindered":[23],"by":[24],"many":[25,68],"features-e.g.,":[26],"multi-modality,":[27],"noisiness":[28],"non-differentiability-":[30],"fitness":[33,55],"landscape":[34,56],"related":[35],"to":[36,49,57,77,86,118,129,157,182,225],"problem.":[38],"To":[39],"overcome":[40],"such":[41],"issues,":[42],"Dilation":[43,161],"Functions":[44],"(DFs)":[45],"can":[46],"be":[47],"used":[48],"perform":[50],"problem-dependent":[51],"manipulations":[52],"\u201cexpand\u201d":[58],"promising":[59,64],"regions":[60,172],"\u201ccompress\u201d":[62],"less":[63],"regions.":[65],"Since":[66],"real-world":[69],"scenarios":[70],"knowledge":[72],"problem":[75,217],"characteristics":[76],"handcraft":[78],"tailored":[79,134],"DFs":[80,89,135,166,201],"lacking,":[82],"two":[83,190],"automatic":[84],"approaches":[85,181,199,213],"evolve":[87,119,130,158],"ad-hoc":[88],"have":[90],"been":[91],"proposed":[92],"assessed":[94],"on":[95,155,214],"benchmark":[96],"problems.":[97],"One":[98],"approach":[99,124,153,209],"a":[101,111,120,131,151,163],"two-layered":[102],"method":[103],"that":[104,167,196,202],"leverages":[105],"an":[106],"Evolution":[107],"Strategies":[108],"(ES)":[109],"self-tuning":[112],"variant":[113],"Particle":[115],"Swarm":[116],"DF.":[121],"other":[123,212],"uses":[125],"Genetic":[126],"Programming":[127],"(GP)":[128],"set":[132],"for":[136],"each":[137],"dimension":[138],"search":[141,175],"space.":[142,176],"In":[143],"this":[144],"work,":[145],"we":[146,178],"introduce":[147],"Evolutionary":[148],"LBDFs":[149],"(EvLBDFs),":[150],"novel":[152],"based":[154],"ES":[156],"Local":[159],"Bubble":[160],"Functions,":[162],"family":[164],"locally":[168],"dilate":[169],"hyper-spherical":[170],"bounded":[171],"Moreover,":[177],"compare":[179],"these":[180],"solve":[183],"Parameter":[185],"Estimation":[186],"(PE)":[187],"bio-chemical":[191],"systems.":[192],"Our":[193],"results":[194],"highlight":[195],"all":[197],"three":[198],"evolved":[200],"simplified":[203],"PE":[205,216],"landscapes.":[206],"GP-based":[208],"outperformed":[210],"with":[218],"higher":[220],"number":[221],"kinetic":[223],"parameters":[224],"infer.":[226]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
