{"id":"https://openalex.org/W2002795402","doi":"https://doi.org/10.3844/jcssp.2009.233.241","title":"Optimizing Inventory Using Genetic Algorithm for Efficient Supply Chain Management","display_name":"Optimizing Inventory Using Genetic Algorithm for Efficient Supply Chain Management","publication_year":2009,"publication_date":"2009-03-01","ids":{"openalex":"https://openalex.org/W2002795402","doi":"https://doi.org/10.3844/jcssp.2009.233.241","mag":"2002795402"},"language":"en","primary_location":{"id":"doi:10.3844/jcssp.2009.233.241","doi":"https://doi.org/10.3844/jcssp.2009.233.241","is_oa":true,"landing_page_url":"https://doi.org/10.3844/jcssp.2009.233.241","pdf_url":"https://thescipub.com/pdf/jcssp.2009.233.241.pdf","source":{"id":"https://openalex.org/S50245893","display_name":"Journal of Computer Science","issn_l":"1549-3636","issn":["1549-3636","1552-6607"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4322697006","host_organization_name":"Science Publications","host_organization_lineage":["https://openalex.org/P4322697006"],"host_organization_lineage_names":["Science Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://thescipub.com/pdf/jcssp.2009.233.241.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110758949","display_name":"Radhakrishnan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I10874241","display_name":"Jawaharlal Nehru Technological University, Hyderabad","ror":"https://ror.org/002tchr49","country_code":"IN","type":"education","lineage":["https://openalex.org/I10874241"]},{"id":"https://openalex.org/I4210154029","display_name":"PSG Institute of Advanced Studies","ror":"https://ror.org/04y4dkp70","country_code":"IN","type":"education","lineage":["https://openalex.org/I111575329","https://openalex.org/I33585257","https://openalex.org/I4210154029"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"P. Radhakrish","raw_affiliation_strings":["Department of Computer Science and Engineering, PSG Institute of Advance Studies, Coimbatore-641004, Tamil Nadu, India","Jawaharlal Nehru Technological University, School of Management Studies, Hyderabad-500 072 Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, PSG Institute of Advance Studies, Coimbatore-641004, Tamil Nadu, India","institution_ids":["https://openalex.org/I4210154029"]},{"raw_affiliation_string":"Jawaharlal Nehru Technological University, School of Management Studies, Hyderabad-500 072 Andhra Pradesh, India","institution_ids":["https://openalex.org/I10874241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161022876","display_name":"V.M. Prasad","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V.M. Prasad","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5161128279","display_name":"M.R. Gopalan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M.R. Gopalan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5110758949"],"corresponding_institution_ids":["https://openalex.org/I10874241","https://openalex.org/I4210154029"],"apc_list":null,"apc_paid":null,"fwci":3.8532,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.91961146,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"5","issue":"3","first_page":"233","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9994999766349792,"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/T12709","display_name":"Optimization and Mathematical Programming","score":9.999999747378752e-05,"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/T14121","display_name":"Business Logistics and Inventory Control","score":9.999999747378752e-05,"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/inventory-optimization","display_name":"inventory optimization","score":0.800000011920929},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"supply chain management","score":0.9409999847412109},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.9380000233650208},{"id":"https://openalex.org/keywords/supply-chain-cost-minimization","display_name":"supply chain cost minimization","score":0.968999981880188},{"id":"https://openalex.org/keywords/holding-cost","display_name":"holding cost","score":0.9179999828338623},{"id":"https://openalex.org/keywords/shortage-cost","display_name":"shortage cost","score":0.9980000257492065},{"id":"https://openalex.org/keywords/optimal-inventory-level","display_name":"optimal inventory level","score":0.7210000157356262},{"id":"https://openalex.org/keywords/multi-item-inventory","display_name":"multi-item inventory","score":0.6850000023841858},{"id":"https://openalex.org/keywords/distribution-centers","display_name":"distribution centers","score":0.7009999752044678},{"id":"https://openalex.org/keywords/customer-service-level","display_name":"customer service level","score":0.8429999947547913}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.8467625379562378},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.656978964805603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6450212001800537},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.6253415942192078},{"id":"https://openalex.org/C2781437837","wikidata":"https://www.wikidata.org/wiki/Q2736296","display_name":"Safety stock","level":3,"score":0.6184334754943848},{"id":"https://openalex.org/C24373527","wikidata":"https://www.wikidata.org/wiki/Q252073","display_name":"Inventory theory","level":3,"score":0.6000761985778809},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.5424562096595764},{"id":"https://openalex.org/C117938511","wikidata":"https://www.wikidata.org/wiki/Q3634830","display_name":"Inventory control","level":2,"score":0.5071439743041992},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5058069229125977},{"id":"https://openalex.org/C3018434026","wikidata":"https://www.wikidata.org/wiki/Q3761396","display_name":"Inventory management","level":2,"score":0.5009806156158447},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.4703181982040405},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4623855650424957},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.4526318609714508},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.41845715045928955},{"id":"https://openalex.org/C182299520","wikidata":"https://www.wikidata.org/wiki/Q1289588","display_name":"Total cost","level":2,"score":0.41284337639808655},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34909337759017944},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1502046287059784},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13606184720993042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08077359199523926},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3844/jcssp.2009.233.241","doi":"https://doi.org/10.3844/jcssp.2009.233.241","is_oa":true,"landing_page_url":"https://doi.org/10.3844/jcssp.2009.233.241","pdf_url":"https://thescipub.com/pdf/jcssp.2009.233.241.pdf","source":{"id":"https://openalex.org/S50245893","display_name":"Journal of Computer Science","issn_l":"1549-3636","issn":["1549-3636","1552-6607"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4322697006","host_organization_name":"Science Publications","host_organization_lineage":["https://openalex.org/P4322697006"],"host_organization_lineage_names":["Science Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science","raw_type":"journal-article"},{"id":"doi:10.3844/jcs.2009.233.241","doi":"https://doi.org/10.3844/jcs.2009.233.241","is_oa":false,"landing_page_url":"https://doi.org/10.3844/jcs.2009.233.241","pdf_url":null,"source":{"id":"https://openalex.org/S50245893","display_name":"Journal of Computer Science","issn_l":"1549-3636","issn":["1549-3636","1552-6607"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4322697006","host_organization_name":"Science Publications","host_organization_lineage":["https://openalex.org/P4322697006"],"host_organization_lineage_names":["Science Publications"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3844/jcssp.2009.233.241","doi":"https://doi.org/10.3844/jcssp.2009.233.241","is_oa":true,"landing_page_url":"https://doi.org/10.3844/jcssp.2009.233.241","pdf_url":"https://thescipub.com/pdf/jcssp.2009.233.241.pdf","source":{"id":"https://openalex.org/S50245893","display_name":"Journal of Computer Science","issn_l":"1549-3636","issn":["1549-3636","1552-6607"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4322697006","host_organization_name":"Science Publications","host_organization_lineage":["https://openalex.org/P4322697006"],"host_organization_lineage_names":["Science Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4943999946117401,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2002795402.pdf","grobid_xml":"https://content.openalex.org/works/W2002795402.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W112583920","https://openalex.org/W1457515901","https://openalex.org/W1513813472","https://openalex.org/W1529559003","https://openalex.org/W1535700698","https://openalex.org/W1551115843","https://openalex.org/W1604649752","https://openalex.org/W1719451354","https://openalex.org/W1966705290","https://openalex.org/W1979733048","https://openalex.org/W2036027095","https://openalex.org/W2089487695","https://openalex.org/W2099400395","https://openalex.org/W2099461641","https://openalex.org/W2122810811","https://openalex.org/W2143768873","https://openalex.org/W2157227970","https://openalex.org/W2168832765","https://openalex.org/W2171118846","https://openalex.org/W2185067468","https://openalex.org/W2617867580","https://openalex.org/W3144189436","https://openalex.org/W7064161657"],"related_works":["https://openalex.org/W7095705380","https://openalex.org/W1552960127","https://openalex.org/W2185067468","https://openalex.org/W2138437940","https://openalex.org/W2560324425","https://openalex.org/W2182884711","https://openalex.org/W2043548086","https://openalex.org/W7097827628","https://openalex.org/W2184426373","https://openalex.org/W7216901829"],"abstract_inverted_index":{"Problem":[0],"statement:":[1],"Today,":[2],"inventory":[3,23,54,88,100,176,200,229,254,272,310,316],"management":[4,21,89,97,177,201,317],"is":[5,24,65,90,158,235,291],"considered":[6],"to":[7,33,40,55,74,137,173,240,293],"be":[8,56],"an":[9,112,253],"important":[10],"field":[11],"in":[12,61,82,101,216,231,274],"Supply":[13],"chain":[14,64,71,105,123,134,141,234,245,266,278,297],"management.":[15],"Once":[16],"the":[17,28,34,45,48,51,68,75,83,96,99,102,108,119,125,132,147,156,182,197,218,232,262,270,276,281,295,301,309,315,324],"efficient":[18,321],"and":[19,79,106,151,189,205,224,320],"effective":[20,319],"of":[22,50,53,77,98,121,131,146,169,181,199,264,283],"carried":[25],"out":[26],"throughout":[27],"supply":[29,46,63,70,85,104,122,133,140,233,244,265,277,296],"chain,":[30,47],"service":[31],"provided":[32,250],"customer":[35,325],"ultimately":[36],"gets":[37],"enhanced.":[38],"Hence,":[39],"ensure":[41],"minimal":[42],"cost":[43,72,81,298],"for":[44,228],"determination":[49],"level":[52,127,150,153,223,226,255],"held":[57],"at":[58,128],"various":[59],"levels":[60,273,304],"a":[62,91,159,206,258],"unavoidable.":[66],"Minimizing":[67],"total":[69,139,243],"refers":[73],"reduction":[76],"holding":[78],"shortage":[80,152,225],"entire":[84],"chain.":[86],"Efficient":[87],"complex":[92,175],"process":[93,120],"which":[94,217],"entails":[95],"whole":[103],"getting":[107],"final":[109],"solution":[110],"as":[111,239],"optimal":[113,271,302],"one.":[114],"In":[115,166,194],"other":[116],"words,":[117],"during":[118],"management,":[124],"stock":[126,149,222,303],"each":[129],"member":[130],"should":[135],"account":[136],"minimum":[138,242],"cost.":[142,246,267],"The":[143,179,248],"dynamic":[144],"nature":[145],"excess":[148,221],"over":[154],"all":[155,275],"periods":[157],"serious":[160],"issue":[161],"when":[162,185],"implementation":[163],"was":[164],"considered.":[165],"addition,":[167],"consideration":[168],"multiple":[170],"products":[171],"leads":[172],"very":[174],"process.":[178],"complexity":[180],"problem":[183],"increases":[184],"more":[186],"distribution":[187],"centers":[188],"agents":[190],"were":[191],"involved.":[192],"Approach:":[193],"present":[195],"research,":[196],"issues":[198],"had":[202,213],"been":[203,214],"focused":[204],"novel":[207],"approach":[208],"based":[209],"on":[210],"genetic":[211],"algorithm":[212],"proposed":[215],"most":[219],"probable":[220],"required":[227],"optimization":[230],"distinctively":[236],"determined":[237],"so":[238],"achieve":[241],"Results:":[247],"analysis":[249],"us":[251],"with":[252,280],"that":[256,289,305],"made":[257],"remarkable":[259],"contribution":[260],"towards":[261],"increase":[263],"We":[268,287],"predicted":[269,307],"members":[279],"aid":[282],"these":[284],"levels.":[285,327],"Conclusion:":[286],"concluded":[288],"it":[290],"possible":[292],"minimize":[294],"by":[299],"maintaining":[300],"we":[306],"from":[308],"analysis.":[311],"This":[312],"will":[313],"make":[314],"further":[318],"thereby":[322],"enhancing":[323],"servicing":[326]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}