{"id":"https://openalex.org/W2332592438","doi":"https://doi.org/10.1109/jsyst.2014.2342534","title":"Activity-Based Credit Assignment Heuristic for Simulation-Based Stochastic Search in a Hierarchical Model Base of Systems","display_name":"Activity-Based Credit Assignment Heuristic for Simulation-Based Stochastic Search in a Hierarchical Model Base of Systems","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2332592438","doi":"https://doi.org/10.1109/jsyst.2014.2342534","mag":"2332592438"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2014.2342534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2014.2342534","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01315156","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010933281","display_name":"Alexandre Muzy","orcid":"https://orcid.org/0000-0002-8594-1672"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210106479","display_name":"Laboratoire d'Informatique, Signaux et Syst\u00e8mes de Sophia Antipolis","ror":"https://ror.org/01215r597","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106479","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4390039363","display_name":"Infection et inflammation","ror":"https://ror.org/021sh3243","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039363"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre Muzy","raw_affiliation_strings":["Bio-Info Team, I3S UMR CNRS 7271, Sophia-Antipolis Cedex, France","I3S - Laboratoire d'Informatique, Signaux, et Syst\u00e8mes de Sophia Antipolis (2000, route des Lucioles - Les Algorithmes - b\u00e2t. Euclide B 06900 Sophia Antipolis - France)","Laboratoire I3S - MDSC - Mod\u00e8les Discrets pour les Syst\u00e8mes Complexes (Laboratoire I3S\r\nCS 40121\r\n06903 Sophia Antipolis Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bio-Info Team, I3S UMR CNRS 7271, Sophia-Antipolis Cedex, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"I3S - Laboratoire d'Informatique, Signaux, et Syst\u00e8mes de Sophia Antipolis (2000, route des Lucioles - Les Algorithmes - b\u00e2t. Euclide B 06900 Sophia Antipolis - France)","institution_ids":["https://openalex.org/I4210106479"]},{"raw_affiliation_string":"Laboratoire I3S - MDSC - Mod\u00e8les Discrets pour les Syst\u00e8mes Complexes (Laboratoire I3S\r\nCS 40121\r\n06903 Sophia Antipolis Cedex - France)","institution_ids":["https://openalex.org/I4210106479","https://openalex.org/I4390039363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084087393","display_name":"Bernard P. Zeigler","orcid":"https://orcid.org/0000-0003-0636-1352"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]},{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bernard P. Zeigler","raw_affiliation_strings":["Arizona Center for Integrative Modeling and Simulation, Arizona State University, Tempe, AZ, USA","ECE - Department of Electrical and Computer Engineering [Tucson] (The University of Arizona, 1230 E. Speedway Blvd., Tucson, AZ 85721 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona Center for Integrative Modeling and Simulation, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"ECE - Department of Electrical and Computer Engineering [Tucson] (The University of Arizona, 1230 E. Speedway Blvd., Tucson, AZ 85721 - United States)","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":2.7399,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.90773265,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"4","first_page":"1916","last_page":"1927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/component","display_name":"Component (thermodynamics)","score":0.7575730085372925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6957601308822632},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.6056528091430664},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5715821385383606},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5632358193397522},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5338683128356934},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48768317699432373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4572678208351135},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3304988443851471},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10140767693519592}],"concepts":[{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.7575730085372925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6957601308822632},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.6056528091430664},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5715821385383606},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5632358193397522},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5338683128356934},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48768317699432373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4572678208351135},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3304988443851471},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10140767693519592},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsyst.2014.2342534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2014.2342534","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01315156v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01315156","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Systems Journal, 2017, 11 (4), pp.1916-1927. &#x27E8;10.1109/JSYST.2014.2342534&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01315156v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01315156","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Systems Journal, 2017, 11 (4), pp.1916-1927. &#x27E8;10.1109/JSYST.2014.2342534&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W103068539","https://openalex.org/W205043379","https://openalex.org/W1536138748","https://openalex.org/W1564385946","https://openalex.org/W1604677972","https://openalex.org/W1608590154","https://openalex.org/W1659842140","https://openalex.org/W1951106586","https://openalex.org/W1982291194","https://openalex.org/W1983651981","https://openalex.org/W1995663008","https://openalex.org/W2001148611","https://openalex.org/W2001598892","https://openalex.org/W2007302725","https://openalex.org/W2023121218","https://openalex.org/W2025770898","https://openalex.org/W2036267176","https://openalex.org/W2042693611","https://openalex.org/W2045031658","https://openalex.org/W2045232810","https://openalex.org/W2050211807","https://openalex.org/W2061087852","https://openalex.org/W2106137049","https://openalex.org/W2118163517","https://openalex.org/W2119474703","https://openalex.org/W2122203560","https://openalex.org/W2125499448","https://openalex.org/W2131203522","https://openalex.org/W2136908412","https://openalex.org/W2142526530","https://openalex.org/W2143181033","https://openalex.org/W2144655651","https://openalex.org/W2158323882","https://openalex.org/W2185907055","https://openalex.org/W2214284541","https://openalex.org/W2404751543","https://openalex.org/W2482246557","https://openalex.org/W2534432617","https://openalex.org/W2988119170","https://openalex.org/W3145648774","https://openalex.org/W4234071084","https://openalex.org/W4238200590","https://openalex.org/W4239114649","https://openalex.org/W4243363090","https://openalex.org/W4254138816","https://openalex.org/W4292405003","https://openalex.org/W6681596947"],"related_works":["https://openalex.org/W2357256365","https://openalex.org/W2348502264","https://openalex.org/W2365486383","https://openalex.org/W2362059367","https://openalex.org/W2901443725","https://openalex.org/W2350084742","https://openalex.org/W2357988862","https://openalex.org/W1855558850","https://openalex.org/W1852677413","https://openalex.org/W2346511343"],"abstract_inverted_index":{"Synthesis":[0],"of":[1,7,62],"systems":[2,41],"constitutes":[3],"a":[4,27],"vast":[5],"class":[6],"problems.":[8],"Although":[9],"machine":[10],"learning":[11],"techniques":[12],"operate":[13],"at":[14],"the":[15,47],"functional":[16],"level,":[17],"little":[18],"attention":[19],"has":[20],"been":[21],"paid":[22],"to":[23,46,76],"system":[24],"synthesis":[25],"using":[26],"hierarchical":[28],"model":[29],"base.":[30],"This":[31],"paper":[32],"develops":[33],"an":[34],"original":[35],"approach":[36],"for":[37],"automatically":[38],"rating":[39],"component":[40,78],"and":[42],"composing":[43],"them":[44],"according":[45],"experimental":[48],"frames":[49],"in":[50,66,80],"which":[51],"they":[52],"are":[53,56,74],"placed.":[54],"Components":[55],"assigned":[57],"credit":[58],"by":[59],"correlating":[60],"measures":[61],"their":[63],"participation":[64],"(activity)":[65],"simulation":[67],"runs":[68],"with":[69],"run":[70],"outcomes.":[71],"These":[72],"ratings":[73],"employed":[75],"bias":[77],"selection":[79],"subsequent":[81],"compositions.":[82]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
