{"id":"https://openalex.org/W4384024548","doi":"https://doi.org/10.1145/3583131.3590402","title":"Optimizing Dispatching Strategies for Semiconductor Manufacturing Facilities with Genetic Programming","display_name":"Optimizing Dispatching Strategies for Semiconductor Manufacturing Facilities with Genetic Programming","publication_year":2023,"publication_date":"2023-07-12","ids":{"openalex":"https://openalex.org/W4384024548","doi":"https://doi.org/10.1145/3583131.3590402"},"language":"en","primary_location":{"id":"doi:10.1145/3583131.3590402","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583131.3590402","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583131.3590402","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3583131.3590402","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077193137","display_name":"Benjamin Kov\u00e1cs","orcid":"https://orcid.org/0000-0002-7107-2285"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Benjamin Kov\u00e1cs","raw_affiliation_strings":["Department of Artificial Intelligence and Cybersecurity, University of Klagenfurt, Klagenfurt, Austria"],"raw_orcid":"https://orcid.org/0000-0002-7107-2285","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Cybersecurity, University of Klagenfurt, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053762726","display_name":"Pierre Tassel","orcid":"https://orcid.org/0000-0001-6533-3621"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Pierre Tassel","raw_affiliation_strings":["Department of Artificial Intelligence and Cybersecurity, University of Klagenfurt, Klagenfurt, Austria"],"raw_orcid":"https://orcid.org/0000-0001-6533-3621","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Cybersecurity, University of Klagenfurt, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006066772","display_name":"Martin Gebser","orcid":"https://orcid.org/0000-0002-8010-4752"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Martin Gebser","raw_affiliation_strings":["Department of Artificial Intelligence and Cybersecurity, University of Klagenfurt, Klagenfurt, Austria","Graz University of Technology, Graz, Austria","Department of Artificial Intelligence and Cybersecurity, University of Klagenfurt, Klagenfurt, Austria Graz University of Technology, Graz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-8010-4752","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Cybersecurity, University of Klagenfurt, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]},{"raw_affiliation_string":"Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Cybersecurity, University of Klagenfurt, Klagenfurt, Austria Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4210166741","https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077193137"],"corresponding_institution_ids":["https://openalex.org/I4210166741"],"apc_list":null,"apc_paid":null,"fwci":2.7914,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88867562,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1374","last_page":"1382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9975000023841858,"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/computer-science","display_name":"Computer science","score":0.7731504440307617},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6800884008407593},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6364905834197998},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6126081943511963},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5827136635780334},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.44280073046684265},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.44268354773521423},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4306011497974396},{"id":"https://openalex.org/keywords/semiconductor-device-fabrication","display_name":"Semiconductor device fabrication","score":0.42046666145324707},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41872966289520264},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3512048125267029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23467132449150085},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21029096841812134},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.17423555254936218},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12505236268043518},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10120058059692383}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7731504440307617},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6800884008407593},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6364905834197998},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6126081943511963},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5827136635780334},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.44280073046684265},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.44268354773521423},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4306011497974396},{"id":"https://openalex.org/C66018809","wikidata":"https://www.wikidata.org/wiki/Q1570432","display_name":"Semiconductor device fabrication","level":3,"score":0.42046666145324707},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41872966289520264},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3512048125267029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23467132449150085},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21029096841812134},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.17423555254936218},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12505236268043518},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10120058059692383},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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":1,"locations":[{"id":"doi:10.1145/3583131.3590402","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583131.3590402","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583131.3590402","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3583131.3590402","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583131.3590402","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583131.3590402","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384024548.pdf","grobid_xml":"https://content.openalex.org/works/W4384024548.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1572140582","https://openalex.org/W1591718737","https://openalex.org/W2040589799","https://openalex.org/W2054524551","https://openalex.org/W2071543675","https://openalex.org/W2073870328","https://openalex.org/W2078533235","https://openalex.org/W2088477973","https://openalex.org/W2141103600","https://openalex.org/W2324063696","https://openalex.org/W2590959390","https://openalex.org/W2941722570","https://openalex.org/W2997873913","https://openalex.org/W3008008351","https://openalex.org/W3008434477","https://openalex.org/W3034428006","https://openalex.org/W3042915245","https://openalex.org/W3093994124","https://openalex.org/W3141955773","https://openalex.org/W3151617190","https://openalex.org/W3205759661"],"related_works":["https://openalex.org/W1571475181","https://openalex.org/W2017049928","https://openalex.org/W2077328348","https://openalex.org/W2384968155","https://openalex.org/W303715527","https://openalex.org/W2080254140","https://openalex.org/W2097417402","https://openalex.org/W2367557013","https://openalex.org/W2226740602","https://openalex.org/W2170887603"],"abstract_inverted_index":{"Optimizing":[0],"operations":[1],"in":[2,32,45,59,104],"semiconductor":[3],"manufacturing":[4],"facilities":[5],"is":[6,34,118,130],"challenging.":[7],"The":[8,127,139],"production":[9],"line":[10],"can":[11],"be":[12],"modeled":[13],"as":[14],"an":[15],"NP-hard":[16],"constrained":[17],"flexible":[18],"job-shop":[19],"scheduling":[20,95,175],"problem,":[21],"intractable":[22],"with":[23,66,184],"mathematical":[24],"optimization":[25,109],"due":[26,53],"to":[27,54,78,157,170,179,189],"its":[28],"scale.":[29],"Therefore,":[30],"decision-making":[31],"factories":[33],"dominated":[35],"by":[36,94],"handcrafted":[37],"heuristics.":[38,83],"Though":[39],"machine":[40],"learning-based":[41],"approaches":[42],"proved":[43],"efficient":[44],"solving":[46],"such":[47],"problems,":[48],"their":[49],"applications":[50],"are":[51,155],"limited":[52,188],"the":[55,60,105,108,111,115,122,143,148,152,167,190],"lack":[56],"of":[57,89,101,114,147,192],"trust":[58],"underlying":[61],"black-box":[62],"models,":[63],"and":[64],"issues":[65],"scalability":[67],"for":[68],"larger":[69],"instances.":[70,138],"This":[71],"work":[72],"presents":[73],"a":[74,87,133,193],"genetic":[75],"programming-based":[76],"method":[77,85,129,168],"generate":[79],"explainable,":[80],"improved":[81],"dispatching":[82,91],"Our":[84],"outputs":[86],"set":[88],"human-readable":[90],"strategies,":[92],"verifiable":[93],"experts":[96],"before":[97],"deployment.":[98],"In":[99],"case":[100],"minor":[102],"changes":[103],"environment":[106],"or":[107],"objectives,":[110],"continued":[112],"evolution":[113],"candidate":[116],"solutions":[117],"possible":[119],"without":[120],"starting":[121],"training":[123],"process":[124],"from":[125],"scratch.":[126],"introduced":[128],"evaluated":[131],"on":[132],"simulator":[134],"executing":[135],"real-world":[136],"scale":[137],"resulting":[140],"heuristics":[141],"improve":[142],"key":[144],"performance":[145],"indicators":[146],"generated":[149,153],"schedules.":[150],"Furthermore,":[151],"dispatchers":[154],"easy":[156],"integrate":[158],"into":[159],"existing":[160],"industrial":[161],"systems.":[162],"These":[163],"favorable":[164],"properties":[165],"make":[166],"applicable":[169],"various":[171],"large-scale,":[172],"dynamic,":[173],"practical":[174],"scenarios,":[176],"where":[177],"adaptions":[178],"different":[180],"environments":[181],"go":[182],"along":[183],"modest":[185],"human":[186],"effort":[187],"design":[191],"fitness":[194],"function.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}