{"id":"https://openalex.org/W4252663746","doi":"https://doi.org/10.1109/wsc.2014.7019908","title":"Agent-supported simulation for coherence-driven workflow discovery and evaluation","display_name":"Agent-supported simulation for coherence-driven workflow discovery and evaluation","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W4252663746","doi":"https://doi.org/10.1109/wsc.2014.7019908"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2014.7019908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2014.7019908","pdf_url":null,"source":{"id":"https://openalex.org/S4363608779","display_name":"Proceedings of the Winter Simulation Conference 2014","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Winter Simulation Conference 2014","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/A5064465908","display_name":"Okan Top\u00e7u","orcid":"https://orcid.org/0000-0003-3900-0078"},"institutions":[{"id":"https://openalex.org/I157637111","display_name":"Naval Academy","ror":"https://ror.org/05syseh24","country_code":"TR","type":"education","lineage":["https://openalex.org/I157637111"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Okan Topcu","raw_affiliation_strings":["Department of Computer Engineering, Naval Academy, Istanbul, TURKEY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Naval Academy, Istanbul, TURKEY","institution_ids":["https://openalex.org/I157637111"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060285076","display_name":"Levent Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-5082-3908"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Levent Yilmaz","raw_affiliation_strings":["Computer Science and Software Engineering, Auburn University, Auburn, AL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"419","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9922999739646912,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.80972820520401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8012414574623108},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.7057834267616272},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4564395844936371},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4412645697593689},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41766759753227234},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37164783477783203},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34221723675727844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3335638642311096},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10166120529174805}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.80972820520401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8012414574623108},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.7057834267616272},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4564395844936371},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4412645697593689},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41766759753227234},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37164783477783203},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34221723675727844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3335638642311096},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10166120529174805},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2014.7019908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2014.7019908","pdf_url":null,"source":{"id":"https://openalex.org/S4363608779","display_name":"Proceedings of the Winter Simulation Conference 2014","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Winter Simulation Conference 2014","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309904","display_name":"Auburn University","ror":"https://ror.org/02v80fc35"},{"id":"https://openalex.org/F4320322421","display_name":"Orta Do\u011fu Teknik \u00dcniversitesi","ror":"https://ror.org/014weej12"},{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"},{"id":"https://openalex.org/F4320337624","display_name":"U.S. Naval Academy","ror":"https://ror.org/00znex860"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W25364003","https://openalex.org/W39280257","https://openalex.org/W97587491","https://openalex.org/W1483736078","https://openalex.org/W1555586579","https://openalex.org/W1576818901","https://openalex.org/W1579986338","https://openalex.org/W1595746714","https://openalex.org/W1958543557","https://openalex.org/W1964888231","https://openalex.org/W1999368090","https://openalex.org/W2015234709","https://openalex.org/W2081669238","https://openalex.org/W2089975742","https://openalex.org/W2125499448","https://openalex.org/W2153223313","https://openalex.org/W3011439212","https://openalex.org/W3165003809","https://openalex.org/W4232608142","https://openalex.org/W4239954229","https://openalex.org/W4251117386","https://openalex.org/W6633120064","https://openalex.org/W6635362937","https://openalex.org/W6682745640"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W2110028391","https://openalex.org/W54497855"],"abstract_inverted_index":{"This":[0],"article":[1],"proposes":[2],"a":[3,40,50,58],"generic":[4],"agent-supported":[5,24],"symbiotic":[6],"simulation":[7],"architecture":[8,71],"that":[9,27,54,72],"generates":[10],"and":[11,31],"evaluates":[12],"competing":[13,78],"coherence-driven":[14,51],"workflows":[15,38],"using":[16],"genetic":[17],"programming.":[18],"Workflows":[19],"are":[20],"examined":[21],"by":[22],"an":[23,69],"multi-simulation":[25],"environment":[26,88],"allows":[28],"inducing":[29],"variation":[30],"assessing":[32],"the":[33,36,75,84,87,91,94],"outcome":[34],"of":[35,42,77,86,93],"candidate":[37,95],"under":[39],"variety":[41],"environmental":[43],"scenarios.":[44],"The":[45,62],"evaluation":[46],"strategy":[47],"builds":[48],"on":[49,68],"selection":[52],"mechanism":[53],"views":[55],"assessment":[56],"as":[57,81,83],"constraint":[59],"satisfaction":[60],"problem.":[61],"proposed":[63],"system":[64],"is":[65],"also":[66],"based":[67],"introspective":[70],"facilitates":[73],"monitoring":[74],"activities":[76],"agent":[79],"simulations":[80],"well":[82],"status":[85],"to":[89,99],"determine":[90],"success":[92],"workflow":[96],"with":[97],"respect":[98],"given":[100],"or":[101],"emergent":[102],"goals.":[103]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}