{"id":"https://openalex.org/W2287248753","doi":"https://doi.org/10.1108/imds-05-2015-0215","title":"Combining system dynamics and multi-objective optimization with design space reduction","display_name":"Combining system dynamics and multi-objective optimization with design space reduction","publication_year":2016,"publication_date":"2016-03-08","ids":{"openalex":"https://openalex.org/W2287248753","doi":"https://doi.org/10.1108/imds-05-2015-0215","mag":"2287248753"},"language":"en","primary_location":{"id":"doi:10.1108/imds-05-2015-0215","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-05-2015-0215","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management &amp; Data Systems","raw_type":"journal-article"},"type":"article","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/A5018732785","display_name":"Tehseen Aslam","orcid":"https://orcid.org/0000-0002-0880-2572"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Tehseen Aslam","raw_affiliation_strings":["School of Engineering Science, University of Sk\u00f6vde, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"School of Engineering Science, University of Sk\u00f6vde, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067664620","display_name":"Amos H.C. Ng","orcid":"https://orcid.org/0000-0003-0111-1776"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Amos H C. Ng","raw_affiliation_strings":["School of Engineering Science, University of Sk\u00f6vde, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"School of Engineering Science, University of Sk\u00f6vde, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018732785"],"corresponding_institution_ids":["https://openalex.org/I205158640"],"apc_list":null,"apc_paid":null,"fwci":1.4083,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.83895447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"116","issue":"2","first_page":"291","last_page":"321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9923999905586243,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9923999905586243,"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/T11729","display_name":"Product Development and Customization","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9824000000953674,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.678501307964325},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5233099460601807},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.4983649253845215},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.482114315032959},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.39871713519096375},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3295114040374756},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3275134861469269},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3272516131401062},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23815929889678955},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1902068555355072}],"concepts":[{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.678501307964325},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5233099460601807},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4983649253845215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.482114315032959},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.39871713519096375},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3295114040374756},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3275134861469269},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3272516131401062},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23815929889678955},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1902068555355072},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/imds-05-2015-0215","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-05-2015-0215","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management &amp; Data Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W158727920","https://openalex.org/W170863668","https://openalex.org/W177268831","https://openalex.org/W206888766","https://openalex.org/W598470550","https://openalex.org/W1487883049","https://openalex.org/W1495662203","https://openalex.org/W1556784536","https://openalex.org/W1595498733","https://openalex.org/W1613273921","https://openalex.org/W1968842308","https://openalex.org/W1972545651","https://openalex.org/W1984700331","https://openalex.org/W1991642024","https://openalex.org/W1992742913","https://openalex.org/W1997738271","https://openalex.org/W1998871146","https://openalex.org/W2001452910","https://openalex.org/W2001693621","https://openalex.org/W2004617458","https://openalex.org/W2009225769","https://openalex.org/W2009883530","https://openalex.org/W2020001905","https://openalex.org/W2038779648","https://openalex.org/W2039568841","https://openalex.org/W2052124958","https://openalex.org/W2074927090","https://openalex.org/W2075326007","https://openalex.org/W2101431131","https://openalex.org/W2101897684","https://openalex.org/W2117487887","https://openalex.org/W2123594576","https://openalex.org/W2134709808","https://openalex.org/W2138002307","https://openalex.org/W2143663320","https://openalex.org/W2161629236","https://openalex.org/W2163677461","https://openalex.org/W2167886773","https://openalex.org/W2177895527","https://openalex.org/W2183868163","https://openalex.org/W2988934653","https://openalex.org/W3162099472","https://openalex.org/W4292157289","https://openalex.org/W6680153912","https://openalex.org/W7073564657"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2480013832","https://openalex.org/W2801833313","https://openalex.org/W1982815921","https://openalex.org/W3216386236","https://openalex.org/W2358452782","https://openalex.org/W2098167161","https://openalex.org/W2783158169","https://openalex.org/W4295743097","https://openalex.org/W2066285745"],"abstract_inverted_index":{"Abstract":[0],"Purpose":[1],"The":[2,82,126],"purpose":[3],"of":[4,13,66,69,109,118,176,182,247,258,263,292],"this":[5],"paper":[6,32,217],"is":[7,271],"to":[8,91,212,225,238,261],"introduce":[9],"an":[10,282],"effective":[11,174,234],"methodology":[12,171,224,242],"obtaining":[14],"Perot-optimal":[15],"solutions":[16,230],"when":[17],"combining":[18],"system":[19],"dynamics":[20],"(SD)":[21],"and":[22,40,85,121,163,191,208,254,277,284,290],"multi-objective":[23],"optimization":[24,45,75,138,260],"(MOO)":[25],"for":[26,47,52,95,287],"supply":[27,57,151,221,294],"chain":[28,58,152,222,295],"problems.":[29],"Design/methodology/approach":[30],"This":[31,216],"proposes":[33],"a":[34,43,150,170,206,219,232],"new":[35],"approach":[36,87,279,286],"that":[37,135,149,172,273],"combines":[38],"SD":[39,86,276],"MOO":[41,84,223,278],"within":[42],"simulation-based":[44],"framework":[46],"generating":[48],"the":[49,64,67,98,102,107,110,116,122,129,147,156,160,241,244,251,256,259,274,288],"efficient":[50,285],"frontier":[51],"supporting":[53],"decision":[54,99,194,200],"making":[55,199],"in":[56,73,101,141,146,180,196,201,227,231,297],"management":[59],"(SCM).":[60],"It":[61],"also":[62,204],"addresses":[63],"issue":[65],"curse":[68,246],"dimensionality,":[70],"commonly":[71],"found":[72],"practical":[74],"problems,":[76],"through":[77],"design":[78,252,267,289],"space":[79,253,268],"reduction.":[80],"Findings":[81],"integrated":[83,275],"has":[88],"been":[89],"shown":[90],"be":[92],"very":[93],"useful":[94],"revealing":[96],"how":[97],"variables":[100],"Beer":[103],"Game":[104],"(BG)":[105],"affect":[106],"optimality":[108],"three":[111,137],"common":[112],"SCM":[113],"objectives,":[114],"namely,":[115],"minimization":[117],"inventory,":[119],"backlog,":[120],"bullwhip":[123],"effect":[124],"(BWE).":[125],"results":[127],"from":[128],"in-depth":[130],"BG":[131],"study":[132],"clearly":[133],"show":[134],"these":[136],"objectives":[139],"are":[140],"conflict":[142],"with":[143,266],"each":[144],"other,":[145],"sense":[148],"manager":[153],"cannot":[154],"minimize":[155],"BWE":[157],"without":[158],"increasing":[159],"total":[161,164],"inventory":[162],"backlog":[165],"levels.":[166],"Practical":[167],"implications":[168],"Having":[169],"enables":[173],"generation":[175],"optimal":[177],"trade-off":[178],"solutions,":[179],"terms":[181],"computational":[183],"cost,":[184],"time":[185,202],"as":[186,188],"well":[187],"solution":[189,210],"diversity":[190],"intensification,":[192],"assist":[193,226],"makers":[195],"not":[197],"only":[198],"but":[203],"present":[205],"diverse":[207],"intense":[209],"set":[211],"choose":[213],"from.":[214],"Originality/value":[215],"presents":[218],"novel":[220],"finding":[228],"Pareto-optimal":[229],"more":[233],"manner.":[235],"In":[236],"order":[237],"do":[239],"so":[240],"tackles":[243],"so-called":[245],"dimensionality":[248],"by":[249],"reducing":[250],"focussing":[255],"search":[257],"regions":[262],"inters.":[264],"Together":[265],"reduction,":[269],"it":[270],"believed":[272],"can":[280],"provide":[281],"innovative":[283],"analysis":[291],"manufacturing":[293],"systems":[296],"general.":[298]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
