{"id":"https://openalex.org/W4390051936","doi":"https://doi.org/10.1007/s00500-023-09506-w","title":"An agent-based heuristics optimisation model for production scheduling of make-to-stock connector plates manufacturing systems","display_name":"An agent-based heuristics optimisation model for production scheduling of make-to-stock connector plates manufacturing systems","publication_year":2023,"publication_date":"2023-12-21","ids":{"openalex":"https://openalex.org/W4390051936","doi":"https://doi.org/10.1007/s00500-023-09506-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-023-09506-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-023-09506-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-023-09506-w.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00500-023-09506-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086817179","display_name":"Faris Madi","orcid":null},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Faris Madi","raw_affiliation_strings":["Faculty of Engineering, Environment and Computing, Coventry University, Coventry, CV1 5FB, UK","Wolf Systems Ltd, Shilton Industrial Estate, Coventry, CV7 9QL, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Environment and Computing, Coventry University, Coventry, CV1 5FB, UK","institution_ids":["https://openalex.org/I73417466"]},{"raw_affiliation_string":"Wolf Systems Ltd, Shilton Industrial Estate, Coventry, CV7 9QL, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001327486","display_name":"Ammar Al\u2010Bazi","orcid":"https://orcid.org/0000-0002-5057-4171"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ammar Al-Bazi","raw_affiliation_strings":["College of Business and Social Science, Aston Business School, Aston University, Birmingham, B4 7ET, UK"],"raw_orcid":"https://orcid.org/0000-0002-5057-4171","affiliations":[{"raw_affiliation_string":"College of Business and Social Science, Aston Business School, Aston University, Birmingham, B4 7ET, UK","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019540694","display_name":"Steve Buckley","orcid":null},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steve Buckley","raw_affiliation_strings":["Faculty of Engineering, Environment and Computing, Coventry University, Coventry, CV1 5FB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Environment and Computing, Coventry University, Coventry, CV1 5FB, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093550035","display_name":"John Smallbone","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Smallbone","raw_affiliation_strings":["Wolf Systems Ltd, Shilton Industrial Estate, Coventry, CV7 9QL, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wolf Systems Ltd, Shilton Industrial Estate, Coventry, CV7 9QL, UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111627658","display_name":"K. Foster","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karl Foster","raw_affiliation_strings":["Wolf Systems Ltd, Shilton Industrial Estate, Coventry, CV7 9QL, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wolf Systems Ltd, Shilton Industrial Estate, Coventry, CV7 9QL, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001327486"],"corresponding_institution_ids":["https://openalex.org/I169199633"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.5626,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74220832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"28","issue":"7-8","first_page":"5899","last_page":"5919"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998000264167786,"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":0.9998000264167786,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9991999864578247,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9962999820709229,"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/heuristics","display_name":"Heuristics","score":0.7214052081108093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6074357628822327},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5512005090713501},{"id":"https://openalex.org/keywords/stockout","display_name":"Stockout","score":0.5272395014762878},{"id":"https://openalex.org/keywords/production-schedule","display_name":"Production schedule","score":0.5153312087059021},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.49093034863471985},{"id":"https://openalex.org/keywords/holding-cost","display_name":"Holding cost","score":0.46777573227882385},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4642553925514221},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4374021887779236},{"id":"https://openalex.org/keywords/safety-stock","display_name":"Safety stock","score":0.4253012537956238},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4127146005630493},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3334801197052002},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32898759841918945},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.320381760597229},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.20583397150039673},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19097688794136047},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.15977352857589722}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7214052081108093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6074357628822327},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5512005090713501},{"id":"https://openalex.org/C50601946","wikidata":"https://www.wikidata.org/wiki/Q962928","display_name":"Stockout","level":2,"score":0.5272395014762878},{"id":"https://openalex.org/C2778420936","wikidata":"https://www.wikidata.org/wiki/Q7247843","display_name":"Production schedule","level":3,"score":0.5153312087059021},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.49093034863471985},{"id":"https://openalex.org/C192365026","wikidata":"https://www.wikidata.org/wiki/Q5046829","display_name":"Holding cost","level":2,"score":0.46777573227882385},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4642553925514221},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4374021887779236},{"id":"https://openalex.org/C2781437837","wikidata":"https://www.wikidata.org/wiki/Q2736296","display_name":"Safety stock","level":3,"score":0.4253012537956238},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4127146005630493},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3334801197052002},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32898759841918945},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.320381760597229},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.20583397150039673},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19097688794136047},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.15977352857589722},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00500-023-09506-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-023-09506-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-023-09506-w.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/0f10cc59-907e-41d6-9700-4030c9db6669","is_oa":true,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/0f10cc59-907e-41d6-9700-4030c9db6669","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Madi, F, Al-Bazi, A, Buckley, S, Smallbone, J & Foster, K 2024, 'An agent-based heuristics optimisation model for production scheduling of make-to-stock connector plates manufacturing systems', Soft Computing, vol. 28, no. 7-8, pp. 5899-5919. https://doi.org/10.1007/s00500-023-09506-w","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:publications.aston.ac.uk:45853","is_oa":true,"landing_page_url":"https://publications.aston.ac.uk/view/author/d56bbbd73b74ded248dd6ebd80590386.html>,","pdf_url":"https://publications.aston.ac.uk/id/eprint/45853/1/F_Madi_et_al_Agent_based_heuristics_optimisation_model_production_scheduling_make_to_stock_connector_plates.pdf","source":{"id":"https://openalex.org/S4306400483","display_name":"Aston Publications Explorer (Aston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169199633","host_organization_name":"Aston University","host_organization_lineage":["https://openalex.org/I169199633"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"doi:10.1007/s00500-023-09506-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-023-09506-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-023-09506-w.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390051936.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1227774157","https://openalex.org/W1523074598","https://openalex.org/W1999903479","https://openalex.org/W2002554549","https://openalex.org/W2007493988","https://openalex.org/W2007529885","https://openalex.org/W2106760149","https://openalex.org/W2120377617","https://openalex.org/W2170499618","https://openalex.org/W2554628442","https://openalex.org/W2578352672","https://openalex.org/W2589565892","https://openalex.org/W2741090497","https://openalex.org/W2751557730","https://openalex.org/W2767920132","https://openalex.org/W2768805320","https://openalex.org/W2783034306","https://openalex.org/W2800421264","https://openalex.org/W2885265221","https://openalex.org/W2890470479","https://openalex.org/W2914409411","https://openalex.org/W2943372684","https://openalex.org/W2945703616","https://openalex.org/W3018221644","https://openalex.org/W3034149880","https://openalex.org/W3086852986","https://openalex.org/W3124562716","https://openalex.org/W3147357738","https://openalex.org/W3154589832","https://openalex.org/W3160807993","https://openalex.org/W3173808284","https://openalex.org/W3184906779","https://openalex.org/W3193034940","https://openalex.org/W3210622547","https://openalex.org/W3216780397","https://openalex.org/W4225262035","https://openalex.org/W4229013680","https://openalex.org/W4282980911","https://openalex.org/W4311916528","https://openalex.org/W4315782981","https://openalex.org/W4319030342","https://openalex.org/W4328116258"],"related_works":["https://openalex.org/W2041964931","https://openalex.org/W2993281280","https://openalex.org/W2167175588","https://openalex.org/W2973840889","https://openalex.org/W2069489912","https://openalex.org/W2030344726","https://openalex.org/W2183116846","https://openalex.org/W2161833149","https://openalex.org/W817679516","https://openalex.org/W2078903237"],"abstract_inverted_index":{"Abstract":[0],"The":[1,30,162],"manufacturing":[2,48,127],"systems\u2019":[3],"success":[4],"directly":[5],"relates":[6],"to":[7,37,91,171],"their":[8,103],"accurate,":[9],"reliable":[10,108],"and":[11,19,21,63,74,82,98,101,121,129,184],"flexible":[12],"schedules,":[13,68],"including":[14,69,179],"how":[15],"production":[16,41,67,109,132,186],"is":[17,89,149,165],"planned":[18],"scheduled":[20],"which":[22],"constraints":[23,65,100,123],"are":[24],"considered":[25],"in":[26,44,124],"generating":[27,106],"the":[28,35,59,70,93,131,156,191,196],"schedules.":[29],"study's":[31],"objective":[32],"arises":[33],"from":[34],"need":[36],"generate":[38],"an":[39],"optimal":[40],"scheduling":[42],"system":[43],"a":[45,53,107,114,126,144,152],"connecting":[46,145],"plates":[47,146],"company":[49,148],"that":[50,118,190],"works":[51],"on":[52,66,105,135,143,176],"Make-To-Stock":[54],"basis.":[55],"This":[56,111],"research":[57],"investigates":[58],"impact":[60,104],"of":[61,95,155,198],"demand":[62,97,120],"operational":[64,99],"facility":[71],"capacity,":[72],"operators":[73],"machines":[75],"availability,":[76,79],"raw":[77],"materials":[78],"inventory":[80,180],"level":[81],"warehouse":[83],"capacity.":[84],"A":[85,138],"multi-agent-based":[86],"optimisation":[87,160],"model":[88,112],"developed":[90],"face":[92],"complexity":[94],"considering":[96],"reflects":[102],"schedule.":[110],"involves":[113],"proposed":[115,157,163,192],"heuristic":[116,159],"algorithm":[117,164,194],"considers":[119],"operations":[122],"such":[125],"environment":[128],"optimises":[130],"schedule":[133],"based":[134,142,175],"these":[136],"restrictions/requirements.":[137],"real-life":[139],"case":[140],"study":[141],"manufacturer":[147],"used":[150],"as":[151],"test":[153],"bench":[154],"agent-based":[158],"model.":[161],"compared":[166,203],"with":[167,204],"other":[168],"related":[169],"approaches":[170],"check":[172],"its":[173],"superiority":[174],"key":[177],"criteria,":[178],"levels,":[181],"missed/unsatisfied":[182],"orders":[183,200],"total":[185],"time.":[187],"Results":[188],"show":[189],"heuristics":[193],"reduced":[195],"number":[197],"missed":[199],"by":[201],"34%":[202],"similar":[205],"approaches.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}