{"id":"https://openalex.org/W2153644111","doi":"https://doi.org/10.1109/pads.2010.5471671","title":"Optimizing a Business Process Model by Using Simulation","display_name":"Optimizing a Business Process Model by Using Simulation","publication_year":2010,"publication_date":"2010-05-01","ids":{"openalex":"https://openalex.org/W2153644111","doi":"https://doi.org/10.1109/pads.2010.5471671","mag":"2153644111"},"language":"en","primary_location":{"id":"doi:10.1109/pads.2010.5471671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pads.2010.5471671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Workshop on Principles of Advanced and Distributed Simulation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-49912","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045665929","display_name":"Farzad Kamrani","orcid":null},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Farzad Kamrani","raw_affiliation_strings":["School of Information and Communication Technology, Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030401687","display_name":"Rassul Ayani","orcid":null},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Rassul Ayani","raw_affiliation_strings":["School of Information and Communication Technology, Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027000058","display_name":"Anvar Karimson","orcid":null},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Anvar Karimson","raw_affiliation_strings":["School of Information and Communication Technology, Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2047,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.93872492,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"4102","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994000196456909,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9900000095367432,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9577999711036682,"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/computer-science","display_name":"Computer science","score":0.7510669827461243},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6637153625488281},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6113165020942688},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5763610601425171},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5470815300941467},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5361129641532898},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5286388993263245},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.4311523735523224},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41050469875335693},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.28449681401252747},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20954757928848267},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14062708616256714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7510669827461243},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6637153625488281},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6113165020942688},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5763610601425171},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5470815300941467},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5361129641532898},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5286388993263245},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.4311523735523224},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41050469875335693},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.28449681401252747},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20954757928848267},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14062708616256714},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pads.2010.5471671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pads.2010.5471671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Workshop on Principles of Advanced and Distributed Simulation","raw_type":"proceedings-article"},{"id":"pmh:oai:DiVA.org:kth-49912","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-49912","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:DiVA.org:kth-49912","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-49912","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W51155874","https://openalex.org/W1512342490","https://openalex.org/W1533221477","https://openalex.org/W1556523244","https://openalex.org/W1586642858","https://openalex.org/W2065451925","https://openalex.org/W2065996260","https://openalex.org/W2116804444","https://openalex.org/W2126045901","https://openalex.org/W2128140362","https://openalex.org/W2141461755","https://openalex.org/W2156938715","https://openalex.org/W2222512263","https://openalex.org/W2800507874","https://openalex.org/W3140101858","https://openalex.org/W6631794656"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W188202134","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W2010229520"],"abstract_inverted_index":{"In":[0,122,184],"this":[1,145],"paper":[2],"we":[3,82,100],"present":[4,83],"the":[5,14,18,28,31,65,72,91,107,111,127,133,136,152,160,185,220,223],"problem":[6,37],"of":[7,16,22,30,41,135,147,162,176,207,213,216,222],"optimizing":[8],"a":[9,56,60,77,95,102,116,181,188,214],"business":[10,57],"process":[11,32,58,118,137],"model":[12],"with":[13,59,194],"objective":[15],"finding":[17,48],"most":[19,112],"beneficial":[20],"assignment":[21,36],"tasks":[23,132,164,178,208],"to":[24,51,90,105,173,199,209],"agents,":[25],"without":[26],"modifying":[27],"structure":[29],"itself.":[33],"The":[34,167,211],"task":[35],"for":[38,47,63,80,98,144,205],"four":[39],"types":[40],"processes":[42],"are":[43,53,225],"distinguished":[44],"and":[45,197],"algorithms":[46,143,224],"optimal":[49,66,108,153],"solutions":[50],"them":[52],"presented:":[54],"1)":[55],"predetermined":[61],"workflow,":[62],"which":[64,81,99],"solution":[67,204],"is":[68,156,165,170,192],"conveniently":[69],"found":[70],"using":[71],"well-known":[73],"Hungarian":[74,195],"algorithm.":[75],"2)":[76],"Markovian":[78],"process,":[79,97],"an":[84,201],"analytical":[85],"method":[86,104,191],"that":[87,129,150,218],"reduces":[88],"it":[89],"first":[92],"type.":[93],"3)":[94],"non-Markovian":[96,117],"employ":[101],"simulation":[103,198],"obtain":[106],"solution.":[109,183],"4)":[110],"general":[113],"case,":[114],"i.e.":[115],"containing":[119],"critical":[120,131,163,177],"tasks.":[121],"such":[123],"processes,":[124],"depending":[125],"on":[126],"agents":[128],"perform":[130],"workflow":[134],"may":[138],"change.":[139],"We":[140],"introduce":[141],"two":[142],"type":[146],"processes.":[148],"One":[149],"finds":[151],"solution,":[154],"but":[155,179],"feasible":[157],"only":[158],"when":[159],"number":[161,175],"few.":[166],"second":[168,186],"algorithm":[169,187,196],"even":[171],"applicable":[172],"large":[174],"provides":[180],"near-optimal":[182,203],"hill-climbing":[189],"heuristic":[190],"combined":[193],"find":[200],"overall":[202],"assignments":[206],"agents.":[210],"results":[212],"series":[215],"tests":[217],"demonstrate":[219],"feasibility":[221],"included.":[226]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
