{"id":"https://openalex.org/W2735848398","doi":"https://doi.org/10.1063/1.4990340","title":"Comparison of optimized algorithms in facility location allocation problems with different distance measures","display_name":"Comparison of optimized algorithms in facility location allocation problems with different distance measures","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2735848398","doi":"https://doi.org/10.1063/1.4990340","mag":"2735848398"},"language":"en","primary_location":{"id":"doi:10.1063/1.4990340","doi":"https://doi.org/10.1063/1.4990340","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.4990340","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5101946847","display_name":"Rakesh Kumar","orcid":"https://orcid.org/0000-0003-2406-7157","observed_orcids":["https://orcid.org/0000-0003-2406-7157"]},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]},{"id":"https://openalex.org/I94616015","display_name":"Punjab Technical University","ror":"https://ror.org/025kz2973","country_code":"IN","type":"education","lineage":["https://openalex.org/I94616015"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakesh Kumar","raw_affiliation_strings":["Department of mathematics, I.K Gujral Punjab Technical University, Punjab, India","Department of mathematics, Lovely Professional University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of mathematics, I.K Gujral Punjab Technical University, Punjab, India","institution_ids":["https://openalex.org/I94616015"]},{"raw_affiliation_string":"Department of mathematics, Lovely Professional University, Punjab, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039830501","display_name":"Rajesh Kumar Chandrawat","orcid":"https://orcid.org/0000-0003-0494-8889","observed_orcids":["https://orcid.org/0000-0003-0494-8889"]},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh Kumar Chandrawat","raw_affiliation_strings":["Department of mathematics, Lovely Professional University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of mathematics, Lovely Professional University, Punjab, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009124759","display_name":"B. P. Garg","orcid":"https://orcid.org/0000-0001-5550-6410","observed_orcids":["https://orcid.org/0000-0001-5550-6410"]},"institutions":[{"id":"https://openalex.org/I94616015","display_name":"Punjab Technical University","ror":"https://ror.org/025kz2973","country_code":"IN","type":"education","lineage":["https://openalex.org/I94616015"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. P. Garg","raw_affiliation_strings":["Department of mathematics, I.K Gujral Punjab Technical University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of mathematics, I.K Gujral Punjab Technical University, Punjab, India","institution_ids":["https://openalex.org/I94616015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101746278","display_name":"Varun Joshi","orcid":"https://orcid.org/0000-0001-9415-4550","observed_orcids":["https://orcid.org/0000-0001-9415-4550"]},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varun Joshi","raw_affiliation_strings":["Department of mathematics, Lovely Professional University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of mathematics, Lovely Professional University, Punjab, India","institution_ids":["https://openalex.org/I110360157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.10504079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11502","display_name":"Facility Location and Emergency 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/T11502","display_name":"Facility Location and Emergency 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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":9.999999747378752e-05,"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/facility-location","display_name":"facility location","score":0.8349999785423279},{"id":"https://openalex.org/keywords/facility-location-allocation","display_name":"facility location-allocation","score":0.6340000033378601},{"id":"https://openalex.org/keywords/distance-metrics","display_name":"distance measures","score":0.8149999976158142},{"id":"https://openalex.org/keywords/fuzzy-c-means-clustering","display_name":"fuzzy c-means clustering","score":0.9559999704360962},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":1.0},{"id":"https://openalex.org/keywords/min-max-problems","display_name":"min-max problems","score":0.675000011920929},{"id":"https://openalex.org/keywords/emergency-response-time","display_name":"emergency response time","score":0.6579999923706055},{"id":"https://openalex.org/keywords/algorithm-comparison","display_name":"algorithm comparison","score":0.7590000033378601}],"concepts":[{"id":"https://openalex.org/C108005400","wikidata":"https://www.wikidata.org/wiki/Q1305598","display_name":"Facility location problem","level":2,"score":0.8261754512786865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7694441676139832},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7169831991195679},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7155816555023193},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5662932991981506},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5615926384925842},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5006771087646484},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4639655351638794},{"id":"https://openalex.org/C2776608338","wikidata":"https://www.wikidata.org/wiki/Q6664803","display_name":"Location model","level":2,"score":0.44427043199539185},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44098711013793945},{"id":"https://openalex.org/C50524431","wikidata":"https://www.wikidata.org/wiki/Q4545814","display_name":"1-center problem","level":3,"score":0.43389806151390076},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3901987373828888},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3597155213356018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20292234420776367},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.15872979164123535},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11824750900268555},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/1.4990340","doi":"https://doi.org/10.1063/1.4990340","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.4990340","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1990368529","https://openalex.org/W2027006788","https://openalex.org/W2038947920","https://openalex.org/W2048722754","https://openalex.org/W2055847938","https://openalex.org/W2062466545","https://openalex.org/W2102750402","https://openalex.org/W2148098948","https://openalex.org/W6600195515"],"related_works":["https://openalex.org/W4327796965","https://openalex.org/W2505907272","https://openalex.org/W2206922557","https://openalex.org/W2017235784","https://openalex.org/W3033734105","https://openalex.org/W1597179946","https://openalex.org/W2167385826","https://openalex.org/W2750950805","https://openalex.org/W3464401","https://openalex.org/W142481343"],"abstract_inverted_index":{"Opening":[0],"the":[1,17,21,26,43,131,157,164,173,184,187,196],"new":[2,22],"firm":[3],"or":[4],"branch":[5],"with":[6,108,114,130,167],"desired":[7],"execution":[8],"is":[9,46,97],"very":[10],"relevant":[11],"to":[12,19,29,51,71,85,163,182],"facility":[13,61,86,94],"location":[14,45,62,87,95,161,192],"problem.":[15],"Along":[16],"lines":[18],"locate":[20],"ambulances":[23],"and":[24,135,141,171,194,198],"firehouses,":[25],"government":[27],"desires":[28],"minimize":[30],"average":[31],"response":[32],"time":[33],"for":[34,190],"emergencies":[35],"from":[36,159],"all":[37],"residents":[38],"of":[39,56,66,91,123,133,186,200],"cities.":[40],"So":[41],"finding":[42,149],"best":[44],"biggest":[47],"challenge":[48],"in":[49,93],"day":[50,52],"life.":[53],"These":[54],"type":[55,122],"problems":[57,96],"were":[58,83],"named":[59],"as":[60],"problems.":[63,74,88],"A":[64],"lot":[65],"algorithms":[67,81,119,154,189],"have":[68],"been":[69],"developed":[70],"handle":[72],"these":[73,153],"In":[75],"this":[76],"paper,":[77],"we":[78,101,137,155,177],"review":[79],"five":[80,188],"that":[82,146],"applied":[84],"The":[89,126],"significance":[90],"clustering":[92,105],"also":[98],"presented.":[99],"First":[100],"compare":[102,172],"Fuzzy":[103],"c-means":[104],"(FCM)":[106],"algorithm":[107],"alternating":[109],"heuristic":[110],"(AH)":[111],"algorithm,":[112],"then":[113,136],"Particle":[115],"Swarm":[116],"Optimization":[117],"(PSO)":[118],"using":[120,152],"different":[121,168],"distance":[124,158,169],"function.":[125],"data":[127],"was":[128],"clustered":[129],"help":[132],"FCM":[134],"apply":[138],"median":[139],"model":[140,144],"min-max":[142],"problem":[143],"on":[145],"data.":[147],"After":[148],"optimized":[150,160],"locations":[151],"find":[156],"point":[162,166],"demanded":[165],"techniques":[170],"results.":[174],"At":[175],"last,":[176],"design":[178],"a":[179],"general":[180],"example":[181],"validate":[183],"feasibility":[185],"facilities":[191],"optimization,":[193],"authenticate":[195],"advantages":[197],"drawbacks":[199],"them.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2017-07-21T00:00:00"}
