{"id":"https://openalex.org/W2043520992","doi":"https://doi.org/10.1080/10556780600872208","title":"A general framework for large-scale model selection","display_name":"A general framework for large-scale model selection","publication_year":2006,"publication_date":"2006-09-18","ids":{"openalex":"https://openalex.org/W2043520992","doi":"https://doi.org/10.1080/10556780600872208","mag":"2043520992"},"language":"en","primary_location":{"id":"doi:10.1080/10556780600872208","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10556780600872208","pdf_url":null,"source":{"id":"https://openalex.org/S103047102","display_name":"Optimization methods & software","issn_l":"1026-7670","issn":["1026-7670","1029-4937","1055-6788"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optimization Methods and Software","raw_type":"journal-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/A5085925911","display_name":"Marc Daniel Haunschild","orcid":null},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. D. Haunschild","raw_affiliation_strings":["University of Siegen","Department of Simulation , University of Siegen , Paul-Bonatz-Str., 57068, Siegen, Germany"],"affiliations":[{"raw_affiliation_string":"University of Siegen","institution_ids":["https://openalex.org/I206895457"]},{"raw_affiliation_string":"Department of Simulation , University of Siegen , Paul-Bonatz-Str., 57068, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081992425","display_name":"A. Wahl","orcid":"https://orcid.org/0000-0003-2120-1859"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S. A. Wahl","raw_affiliation_strings":["Institute of Biotechnology, Research Center Juelich","Institute of Biotechnology, Research Center Juelich , 52425, Juelich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Biotechnology, Research Center Juelich","institution_ids":["https://openalex.org/I171892758"]},{"raw_affiliation_string":"Institute of Biotechnology, Research Center Juelich , 52425, Juelich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065021020","display_name":"Bernd Freisleben","orcid":"https://orcid.org/0000-0002-7205-8389"},"institutions":[{"id":"https://openalex.org/I161103922","display_name":"Philipps University of Marburg","ror":"https://ror.org/01rdrb571","country_code":"DE","type":"education","lineage":["https://openalex.org/I161103922"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"B. Freisleben","raw_affiliation_strings":["University of Marburg","Department of Mathematics and Computer Science, University of Marburg, Hans-Meerwein-Str., 35032 Marburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Marburg","institution_ids":["https://openalex.org/I161103922"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Marburg, Hans-Meerwein-Str., 35032 Marburg, Germany","institution_ids":["https://openalex.org/I161103922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018520418","display_name":"Wolfgang Wiechert","orcid":"https://orcid.org/0000-0001-8501-0694"},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"W. Wiechert","raw_affiliation_strings":["University of Siegen","Department of Simulation , University of Siegen , Paul-Bonatz-Str., 57068, Siegen, Germany"],"affiliations":[{"raw_affiliation_string":"University of Siegen","institution_ids":["https://openalex.org/I206895457"]},{"raw_affiliation_string":"Department of Simulation , University of Siegen , Paul-Bonatz-Str., 57068, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018520418"],"corresponding_institution_ids":["https://openalex.org/I206895457"],"apc_list":null,"apc_paid":null,"fwci":0.681,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67567046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"21","issue":"6","first_page":"901","last_page":"917"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7599947452545166},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.567058801651001},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4992539882659912},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.49902915954589844},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.49811625480651855},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.4767928123474121},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4753263294696808},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.47073614597320557},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4553629755973816},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.42579081654548645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35887205600738525},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11313557624816895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7599947452545166},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.567058801651001},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4992539882659912},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.49902915954589844},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.49811625480651855},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.4767928123474121},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4753263294696808},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.47073614597320557},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4553629755973816},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.42579081654548645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35887205600738525},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11313557624816895},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/10556780600872208","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10556780600872208","pdf_url":null,"source":{"id":"https://openalex.org/S103047102","display_name":"Optimization methods & software","issn_l":"1026-7670","issn":["1026-7670","1029-4937","1055-6788"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optimization Methods and Software","raw_type":"journal-article"},{"id":"pmh:oai:juser.fz-juelich.de:53099","is_oa":false,"landing_page_url":"http://juser.fz-juelich.de/search?p=id:%22PreJuSER-53099%22","pdf_url":null,"source":{"id":"https://openalex.org/S4306401090","display_name":"JuSER (Forschungszentrum J\u00fclich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I171892758","host_organization_name":"Forschungszentrum J\u00fclich","host_organization_lineage":["https://openalex.org/I171892758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Optimization methods &amp; software 21, 901 - 917 (2006). doi:10.1080/10556780600872208","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W56921542","https://openalex.org/W126088573","https://openalex.org/W131271347","https://openalex.org/W353419580","https://openalex.org/W659207734","https://openalex.org/W1484198052","https://openalex.org/W1528476642","https://openalex.org/W1574470162","https://openalex.org/W1576919957","https://openalex.org/W1603287594","https://openalex.org/W1758395617","https://openalex.org/W1780373207","https://openalex.org/W2006477248","https://openalex.org/W2010985163","https://openalex.org/W2016140326","https://openalex.org/W2016950925","https://openalex.org/W2043457351","https://openalex.org/W2050858598","https://openalex.org/W2059312051","https://openalex.org/W2059925921","https://openalex.org/W2073253360","https://openalex.org/W2081202859","https://openalex.org/W2082536486","https://openalex.org/W2094097101","https://openalex.org/W2103649625","https://openalex.org/W2132617512","https://openalex.org/W2150908245","https://openalex.org/W2171074980","https://openalex.org/W2480349439","https://openalex.org/W2489605225","https://openalex.org/W2611210475","https://openalex.org/W2612659481","https://openalex.org/W4248074230","https://openalex.org/W4253820701"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Model":[0],"selection":[1,46,88,113,157],"is":[2,75,131,165,175],"concerned":[3],"with":[4],"the":[5,31,44,61,69,97,116,141,150,161],"choice":[6],"of":[7,14,22,27,33,55,60,72,100,135,143,184],"a":[8,12,19,73,107,127,154,178],"mathematical":[9],"model":[10,45,87,102,112,124,156],"from":[11,140],"set":[13,21],"candidates":[15],"that":[16],"best":[17],"describes":[18],"given":[20,80],"experimental":[23],"data.":[24],"Large":[25],"families":[26,134],"models":[28,58,71,138],"arise":[29],"in":[30,37,96,122],"context":[32],"structured":[34],"mechanistic":[35],"modelling":[36],"several":[38],"application":[39],"fields.":[40],"In":[41],"this":[42],"situation":[43],"problem":[47],"cannot":[48],"be":[49],"solved":[50],"by":[51,77,81,114,181],"brute":[52],"force":[53],"testing":[54],"all":[56,101],"possible":[57],"because":[59],"high":[62],"computational":[63,118,163],"costs.":[64],"However,":[65],"more":[66],"information":[67],"on":[68,160,177],"different":[70],"family":[74],"available":[76],"their":[78],"interdependencies,":[79],"generalization":[82],"or":[83],"simplification":[84],"relations.":[85],"Large-scale":[86],"algorithms":[89],"should":[90],"exploit":[91],"these":[92],"relations":[93],"for":[94,110,120],"navigation":[95],"discrete":[98],"space":[99],"candidates.":[103],"This":[104],"paper":[105],"presents":[106],"general":[108,151],"approach":[109],"large-scale":[111],"specifying":[115],"necessary":[117],"primitives":[119,164],"navigating":[121],"large":[123],"families.":[125],"As":[126],"non-trivial":[128],"example":[129],"it":[130],"shown":[132],"how":[133],"biochemical":[136,171],"network":[137,172],"arising":[139],"evaluation":[142],"stimulus":[144],"response":[145],"experiments":[146],"are":[147],"mapped":[148],"to":[149,169],"formalism.":[152],"Finally,":[153],"first":[155],"algorithm":[158,180],"based":[159,176],"mentioned":[162],"introduced":[166],"and":[167],"applied":[168],"complex":[170],"experiments.":[173],"It":[174],"load-balancing":[179],"making":[182],"use":[183],"grid":[185],"computing":[186],"facilities.":[187]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
