{"id":"https://openalex.org/W3195446327","doi":"https://doi.org/10.1007/978-3-030-85440-9_6","title":"Silhouetting the Cost-Time Front: Multi-objective Resource Optimization in Business Processes","display_name":"Silhouetting the Cost-Time Front: Multi-objective Resource Optimization in Business Processes","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3195446327","doi":"https://doi.org/10.1007/978-3-030-85440-9_6","mag":"3195446327"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-85440-9_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-85440-9_6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-85440-9_6.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-85440-9_6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057886879","display_name":"Orlenys L\u00f3pez\u2010Pintado","orcid":"https://orcid.org/0000-0002-5953-0327"},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":true,"raw_author_name":"Orlenys L\u00f3pez-Pintado","raw_affiliation_strings":["University of Tartu, Tartu, Estonia"],"affiliations":[{"raw_affiliation_string":"University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085212075","display_name":"Marlon Dumas","orcid":"https://orcid.org/0000-0002-9247-7476"},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Marlon Dumas","raw_affiliation_strings":["University of Tartu, Tartu, Estonia"],"affiliations":[{"raw_affiliation_string":"University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042191743","display_name":"Maksym Yerokhin","orcid":"https://orcid.org/0009-0005-7981-0798"},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Maksym Yerokhin","raw_affiliation_strings":["University of Tartu, Tartu, Estonia"],"affiliations":[{"raw_affiliation_string":"University of Tartu, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078031491","display_name":"Fabrizio Maria Maggi","orcid":"https://orcid.org/0000-0002-9089-6896"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Maria Maggi","raw_affiliation_strings":["Free University of Bozen-Bolzano, Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Free University of Bozen-Bolzano, Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057886879"],"corresponding_institution_ids":["https://openalex.org/I56085075"],"apc_list":null,"apc_paid":null,"fwci":7.5358,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.98181818,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"92","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9977999925613403,"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/T11053","display_name":"Process Optimization and Integration","score":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6966993808746338},{"id":"https://openalex.org/keywords/tabu-search","display_name":"Tabu search","score":0.629277229309082},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6146190166473389},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5912672281265259},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.47766146063804626},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4635699391365051},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.4565441608428955},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.41971322894096375},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3559725284576416},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1730715036392212},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1682160198688507}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6966993808746338},{"id":"https://openalex.org/C123370116","wikidata":"https://www.wikidata.org/wiki/Q1424540","display_name":"Tabu search","level":2,"score":0.629277229309082},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6146190166473389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5912672281265259},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.47766146063804626},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4635699391365051},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.4565441608428955},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.41971322894096375},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3559725284576416},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1730715036392212},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1682160198688507},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-85440-9_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-85440-9_6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-85440-9_6.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:unibz.it:11292807800001241","is_oa":true,"landing_page_url":"https://bia.unibz.it/esploro/outputs/conferenceProceeding/Silhouetting-the-Cost-Time-Front-Multi-objective-Resource/991006490694801241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:zenodo.org:79241","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/79241","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-85440-9_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-85440-9_6","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-85440-9_6.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3195446327.pdf","grobid_xml":"https://content.openalex.org/works/W3195446327.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1843425376","https://openalex.org/W1976159118","https://openalex.org/W2001591765","https://openalex.org/W2007005913","https://openalex.org/W2052532406","https://openalex.org/W2057830724","https://openalex.org/W2077538566","https://openalex.org/W2085116982","https://openalex.org/W2104732933","https://openalex.org/W2118044993","https://openalex.org/W2126105956","https://openalex.org/W2162569149","https://openalex.org/W2530568764","https://openalex.org/W2560042228","https://openalex.org/W2561080469","https://openalex.org/W2802854558","https://openalex.org/W2981692236","https://openalex.org/W3013550390","https://openalex.org/W3021613070","https://openalex.org/W3105444733","https://openalex.org/W3135167182"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W2001591765","https://openalex.org/W2073147994","https://openalex.org/W2384474142","https://openalex.org/W3083133203","https://openalex.org/W1588199609","https://openalex.org/W2744462909","https://openalex.org/W1971520370","https://openalex.org/W1550055091"],"abstract_inverted_index":{"Abstract":[0],"The":[1,70,129,182],"allocation":[2],"of":[3,57,77,93,146,155],"resources":[4],"in":[5],"a":[6,31,49,55,62,82,108,113,147,162,216],"business":[7],"process":[8,64],"determines":[9],"the":[10,75,90,101,105,125,141,144,150,156,159,170,173,178,200],"trade-off":[11],"between":[12],"cycle":[13,28,68,153],"time":[14,154],"and":[15,26,39,67,138,184,195],"resource":[16,20,33,59,79,114,136,139,148,174,205],"cost.":[17],"A":[18],"higher":[19,27,37],"utilization":[21,34,115,137],"leads":[22,35],"to":[23,36,53,85,99,116,123,149,165,177,207,212],"lower":[24,32,40],"cost":[25,38,66,151],"time,":[29],"while":[30],"waiting":[41],"time.":[42,69],"In":[43],"this":[44,46],"setting,":[45],"paper":[47],"presents":[48],"multi-objective":[50,221],"optimization":[51],"approach":[52,71,106,160,202],"compute":[54,208],"set":[56],"Pareto-optimal":[58],"allocations":[60,80,175,206],"for":[61,220],"given":[63],"concerning":[65],"heuristically":[72],"searches":[73],"through":[74],"space":[76],"possible":[78,94],"using":[81],"simulation":[83],"model":[84],"evaluate":[86],"each":[87],"allocation.":[88],"Given":[89],"high":[91],"number":[92],"allocations,":[95],"it":[96],"is":[97],"imperative":[98],"prune":[100],"search":[102,171,191],"space.":[103],"Accordingly,":[104],"incorporates":[107,161],"method":[109,131,164],"that":[110,120,199],"selectively":[111],"perturbs":[112],"derive":[117],"new":[118],"candidates":[119],"are":[121,187],"likely":[122],"Pareto-dominate":[124],"already":[126],"explored":[127],"ones.":[128],"perturbation":[130,183],"relies":[132],"on":[133],"two":[134,190],"indicators:":[135],"impact,":[140],"latter":[142],"being":[143],"contribution":[145],"or":[152],"process.":[157],"Additionally,":[158],"ranking":[163,185],"accelerate":[166],"convergence":[167],"by":[168,215],"guiding":[169],"towards":[172],"closer":[176],"current":[179],"Pareto":[180,209],"front.":[181],"methods":[186],"embedded":[188],"into":[189],"meta-heuristics,":[192],"namely":[193,223],"hill-climbing":[194],"tabu-search.":[196],"Experiments":[197],"show":[198],"proposed":[201],"explores":[203],"fewer":[204],"fronts":[210],"comparable":[211],"those":[213],"produced":[214],"well-known":[217],"genetic":[218],"algorithm":[219],"optimization,":[222],"NSGA-II.":[224]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2021-08-30T00:00:00"}
