{"id":"https://openalex.org/W4381165734","doi":"https://doi.org/10.1142/s0219622023500657","title":"An Integrated Approach Based on MADM and MODM for Order Picking System Considering Human Factors","display_name":"An Integrated Approach Based on MADM and MODM for Order Picking System Considering Human Factors","publication_year":2023,"publication_date":"2023-06-19","ids":{"openalex":"https://openalex.org/W4381165734","doi":"https://doi.org/10.1142/s0219622023500657"},"language":"en","primary_location":{"id":"doi:10.1142/s0219622023500657","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622023500657","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","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/A5012915469","display_name":"Fatemeh Nikkhoo","orcid":null},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Fatemeh Nikkhoo","raw_affiliation_strings":["Faculty of Industrial and System Engineering, Tarbiat Modares University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of Industrial and System Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070321332","display_name":"Ali Husseinzadeh Kashan","orcid":"https://orcid.org/0000-0002-6004-6882"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Ali Husseinzadeh Kashan","raw_affiliation_strings":["Faculty of Industrial and System Engineering, Tarbiat Modares University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of Industrial and System Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009936700","display_name":"Bakhtiar Ostadi","orcid":"https://orcid.org/0000-0001-8472-6244"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Bakhtiar Ostadi","raw_affiliation_strings":["Faculty of Industrial and System Engineering, Tarbiat Modares University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of Industrial and System Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047770946","display_name":"Ehsan Nikbakhsh","orcid":"https://orcid.org/0000-0002-5872-9756"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ehsan Nikbakhsh","raw_affiliation_strings":["Faculty of Industrial and System Engineering, Tarbiat Modares University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of Industrial and System Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070321332"],"corresponding_institution_ids":["https://openalex.org/I1516879"],"apc_list":null,"apc_paid":null,"fwci":0.4153,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66765254,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"23","issue":"05","first_page":"2017","last_page":"2064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9994000196456909,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9994000196456909,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9650999903678894,"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9480000138282776,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.7288267016410828},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.7005124092102051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6622785329818726},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6551481485366821},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6513691544532776},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5412907004356384},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5110303163528442},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5053268074989319},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.46968701481819153},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4375784695148468},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3247770369052887},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.2338973581790924},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1784668266773224},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17440316081047058},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17144465446472168}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7288267016410828},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7005124092102051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6622785329818726},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6551481485366821},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6513691544532776},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5412907004356384},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5110303163528442},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5053268074989319},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.46968701481819153},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4375784695148468},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3247770369052887},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.2338973581790924},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1784668266773224},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17440316081047058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17144465446472168},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219622023500657","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622023500657","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:23:y:2024:i:05:n:s0219622023500657","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219622023500657","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":91,"referenced_works":["https://openalex.org/W160014318","https://openalex.org/W1442107068","https://openalex.org/W1967930670","https://openalex.org/W1968075052","https://openalex.org/W1969036170","https://openalex.org/W1973208282","https://openalex.org/W1975615434","https://openalex.org/W1977987162","https://openalex.org/W1994013785","https://openalex.org/W1994219516","https://openalex.org/W1995204653","https://openalex.org/W1995270330","https://openalex.org/W2012437673","https://openalex.org/W2026662237","https://openalex.org/W2029057256","https://openalex.org/W2031299513","https://openalex.org/W2051440091","https://openalex.org/W2052628478","https://openalex.org/W2059406189","https://openalex.org/W2065521697","https://openalex.org/W2074613969","https://openalex.org/W2075076850","https://openalex.org/W2083276257","https://openalex.org/W2087619065","https://openalex.org/W2090930452","https://openalex.org/W2091123233","https://openalex.org/W2093997643","https://openalex.org/W2095159691","https://openalex.org/W2105485611","https://openalex.org/W2109902682","https://openalex.org/W2116630167","https://openalex.org/W2117035799","https://openalex.org/W2118133276","https://openalex.org/W2126105956","https://openalex.org/W2128970394","https://openalex.org/W2133571777","https://openalex.org/W2139003283","https://openalex.org/W2157916406","https://openalex.org/W2167159964","https://openalex.org/W2263418898","https://openalex.org/W2300071098","https://openalex.org/W2408551491","https://openalex.org/W2473569289","https://openalex.org/W2473696930","https://openalex.org/W2498518112","https://openalex.org/W2533575454","https://openalex.org/W2558685561","https://openalex.org/W2603290257","https://openalex.org/W2742980432","https://openalex.org/W2746033272","https://openalex.org/W2751664002","https://openalex.org/W2766299898","https://openalex.org/W2787106219","https://openalex.org/W2805913259","https://openalex.org/W2885207310","https://openalex.org/W2893234431","https://openalex.org/W2898057480","https://openalex.org/W2921693251","https://openalex.org/W2921924300","https://openalex.org/W2922171643","https://openalex.org/W2939354786","https://openalex.org/W2942242192","https://openalex.org/W2946470972","https://openalex.org/W2978574139","https://openalex.org/W3010984383","https://openalex.org/W3015998997","https://openalex.org/W3033644045","https://openalex.org/W3045097617","https://openalex.org/W3074782679","https://openalex.org/W3088364630","https://openalex.org/W3104495138","https://openalex.org/W3106795364","https://openalex.org/W3111337479","https://openalex.org/W3111879052","https://openalex.org/W3120741641","https://openalex.org/W3121999715","https://openalex.org/W3129267066","https://openalex.org/W3130206428","https://openalex.org/W3144095785","https://openalex.org/W3173808396","https://openalex.org/W3175007952","https://openalex.org/W3176212226","https://openalex.org/W3212229823","https://openalex.org/W3216379181","https://openalex.org/W4200231704","https://openalex.org/W4226257868","https://openalex.org/W4238750250","https://openalex.org/W4241522665","https://openalex.org/W4281610532","https://openalex.org/W4296971364","https://openalex.org/W4313908216"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W2086519370","https://openalex.org/W2047311030","https://openalex.org/W3006936859","https://openalex.org/W1987040457","https://openalex.org/W2378502887","https://openalex.org/W2184492720"],"abstract_inverted_index":{"Optimizing":[0],"order-picking":[1],"systems":[2],"(OPSs)":[3],"while":[4,113],"considering":[5],"human":[6,54],"factors":[7,55,88],"and":[8,30,47,65,77,89,107,129,156,197,206],"integrating":[9],"key":[10],"decisions":[11,37],"is":[12,102,150],"a":[13,22,98,157],"major":[14],"challenge":[15],"for":[16],"warehouse":[17],"managers.":[18],"This":[19],"study":[20],"presents":[21],"two-stage":[23],"framework":[24],"based":[25],"on":[26,38,152],"multi-attribute":[27],"decision-making":[28,32],"(MADM)":[29],"multi-objective":[31],"(MODM)":[33],"models":[34],"to":[35,85,104,139,179,195],"integrate":[36],"picker":[39,45,57],"selection,":[40],"order":[41],"batching,":[42],"batch":[43],"assignment,":[44],"routing,":[46],"scheduling.":[48],"In":[49,94],"the":[50,53,62,66,87,91,95,108,115,119,130,141,147,173,181,189,202],"first":[51],"stage,":[52,97],"affecting":[56],"selection":[58],"are":[59,69,83,137],"considered":[60],"as":[61,71],"problem\u2019s":[63],"criteria":[64],"available":[67],"pickers":[68,192],"treated":[70],"alternatives.":[72],"The":[73,122,144,161],"fuzzy":[74,78],"entropy":[75],"method":[76,127],"COmplex":[79],"PRoportional":[80],"ASsessment":[81],"(COPRAS)":[82],"used":[84],"weight":[86],"rank":[90],"pickers,":[92],"respectively.":[93,208],"second":[96],"three-objective":[99],"mathematical":[100],"model":[101],"formulated":[103],"minimize":[105],"makespan":[106,203],"operating":[109],"costs":[110],"of":[111,118,146,172,191],"picking":[112],"maximizing":[114],"total":[116],"scores":[117],"selected":[120],"pickers.":[121],"improved":[123],"augmented":[124],"epsilon":[125],"constraint":[126],"(AUGMECON2)":[128],"non-dominated":[131],"sorting":[132],"genetic":[133],"algorithm":[134,163],"II":[135],"(NSGA-II)":[136],"applied":[138],"solve":[140,180],"proposed":[142],"model.":[143],"performance":[145],"two":[148],"methods":[149],"tested":[151],"well-known":[153],"benchmark":[154],"instances":[155],"real-world":[158],"case":[159],"study.":[160],"NSGA-II":[162],"can":[164],"generate":[165],"optimal":[166],"results":[167],"using":[168],"only":[169],"about":[170],"6.58%":[171],"CPU":[174],"time":[175],"required":[176],"by":[177,204],"AUGMECON2":[178],"problem.":[182],"Our":[183],"computational":[184],"experiments":[185],"show":[186],"that":[187],"increasing":[188],"number":[190],"from":[193],"2":[194],"8":[196],"doubling":[198],"their":[199],"capacity":[200],"reduces":[201],"2.61%":[205],"2.74%,":[207]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}