{"id":"https://openalex.org/W2051755778","doi":"https://doi.org/10.1109/geoinformatics.2012.6270317","title":"A research on human emergency evacuation based on revised ACO-CA","display_name":"A research on human emergency evacuation based on revised ACO-CA","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2051755778","doi":"https://doi.org/10.1109/geoinformatics.2012.6270317","mag":"2051755778"},"language":"en","primary_location":{"id":"doi:10.1109/geoinformatics.2012.6270317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2012.6270317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th International Conference on Geoinformatics","raw_type":"proceedings-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/A5076849678","display_name":"Chunzhu Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunzhu Wei","raw_affiliation_strings":["University of Electronic Science and Technology, Chengdu, Sichuan, China","University of Electronic Science and Technology of China, Cheng Du, Sichuan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China, Cheng Du, Sichuan Province, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046972821","display_name":"Qingyan Meng","orcid":"https://orcid.org/0000-0002-5440-4081"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinyan Meng","raw_affiliation_strings":["Institute of Remote Sensing Applications, State Key Laboratory of Remote Sensing Science, Chinese Academy of Sciences, Beijing, China","Insitute of Remote Sensing Applications of Chinese Academy of Sciences, State Key Laboratory of Remote Sensing Science Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing Applications, State Key Laboratory of Remote Sensing Science, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Insitute of Remote Sensing Applications of Chinese Academy of Sciences, State Key Laboratory of Remote Sensing Science Beijing, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062384828","display_name":"Wenfeng Zheng","orcid":"https://orcid.org/0000-0002-8486-1654"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenfeng Zheng","raw_affiliation_strings":["University of Electronic Science and Technology, Chengdu, Sichuan, China","University of Electronic Science and Technology of China, Cheng Du, Sichuan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China, Cheng Du, Sichuan Province, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016749358","display_name":"Zhangli Sun","orcid":"https://orcid.org/0000-0002-1000-1029"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangli Sun","raw_affiliation_strings":["University of Electronic Science and Technology, Chengdu, Sichuan, China","University of Electronic Science and Technology of China, Cheng Du, Sichuan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China, Cheng Du, Sichuan Province, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106613977","display_name":"Lijuan Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijuan Zheng","raw_affiliation_strings":["University of Electronic Science and Technology, Chengdu, Sichuan, China","Insitute of Remote Sensing Applications of Chinese Academy of Sciences, State Key Laboratory of Remote Sensing Science Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Insitute of Remote Sensing Applications of Chinese Academy of Sciences, State Key Laboratory of Remote Sensing Science Beijing, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101891041","display_name":"Chunmei Wang","orcid":"https://orcid.org/0000-0002-4675-0291"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunmei Wang","raw_affiliation_strings":["University of Electronic Science and Technology, Chengdu, Sichuan, China","Insitute of Remote Sensing Applications of Chinese Academy of Sciences, State Key Laboratory of Remote Sensing Science Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Insitute of Remote Sensing Applications of Chinese Academy of Sciences, State Key Laboratory of Remote Sensing Science Beijing, China","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.15578004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"37","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11500","display_name":"Evacuation and Crowd Dynamics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11502","display_name":"Facility Location and Emergency Management","score":0.9700999855995178,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.8268064260482788},{"id":"https://openalex.org/keywords/emergency-evacuation","display_name":"Emergency evacuation","score":0.7393709421157837},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.6794959306716919},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6416712999343872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5871478319168091},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.5197060704231262},{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.519506573677063},{"id":"https://openalex.org/keywords/shortest-path-problem","display_name":"Shortest path problem","score":0.5109538435935974},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.49320024251937866},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.4783755838871002},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.47836774587631226},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4278659224510193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37854862213134766},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3354586362838745},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2551848590373993},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1672087013721466},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13055205345153809},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.10861274600028992},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10379987955093384},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.08038276433944702}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8268064260482788},{"id":"https://openalex.org/C2778309149","wikidata":"https://www.wikidata.org/wiki/Q606332","display_name":"Emergency evacuation","level":2,"score":0.7393709421157837},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.6794959306716919},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6416712999343872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5871478319168091},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.5197060704231262},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.519506573677063},{"id":"https://openalex.org/C22590252","wikidata":"https://www.wikidata.org/wiki/Q1058754","display_name":"Shortest path problem","level":3,"score":0.5109538435935974},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.49320024251937866},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.4783755838871002},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.47836774587631226},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4278659224510193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37854862213134766},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3354586362838745},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2551848590373993},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1672087013721466},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13055205345153809},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.10861274600028992},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10379987955093384},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.08038276433944702},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"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/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"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":1,"locations":[{"id":"doi:10.1109/geoinformatics.2012.6270317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2012.6270317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th International Conference on Geoinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1602076081","https://openalex.org/W1965919593","https://openalex.org/W1976387945","https://openalex.org/W1991478953","https://openalex.org/W2008669520","https://openalex.org/W2020276315","https://openalex.org/W2028320492","https://openalex.org/W2052545962","https://openalex.org/W2052615516","https://openalex.org/W2055769887","https://openalex.org/W2070110898","https://openalex.org/W2092192880","https://openalex.org/W2102928538","https://openalex.org/W2108501258","https://openalex.org/W2954825877","https://openalex.org/W3105478856","https://openalex.org/W6635910384"],"related_works":["https://openalex.org/W2553274123","https://openalex.org/W2347951034","https://openalex.org/W4283826969","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2381829748","https://openalex.org/W2071981049","https://openalex.org/W2244460820","https://openalex.org/W2109336245","https://openalex.org/W2353880500"],"abstract_inverted_index":{"In":[0,17],"a":[1,5,14,213],"sudden":[2],"natural":[3,206],"disaster,":[4],"large":[6],"number":[7,21],"of":[8,22,33,37,66,92,131,144,163,174,180,196,219],"people":[9],"may":[10],"get":[11],"detained":[12],"within":[13],"hazardous":[15],"space.":[16],"recent":[18],"years,":[19],"the":[20,31,61,70,93,114,119,124,129,141,145,148,153,164,167,172,178,189,194,197,201,205,217],"such":[23],"incidents":[24],"has":[25],"increased":[26],"in":[27,81,97,128,200],"China,":[28],"which":[29,109],"motivates":[30],"research":[32,218],"artificial":[34],"intelligence-based":[35],"simulations":[36],"emergency":[38,71,77,83,221],"rescue":[39],"and":[40,53,58,63,89,107,118,126,151,192],"evacuation.":[41,133,222],"This":[42],"paper":[43],"proposesam":[44],"ethodological":[45],"approach":[46],"that":[47],"combined":[48],"with":[49],"ant":[50,136,165],"colony":[51,95,137],"optimization":[52],"Cellular":[54],"automata":[55],"integrating":[56],"simulation":[57,173,195],"optimizationto":[59],"study":[60],"complexity":[62],"randomness":[64,125],"characteristics":[65],"human":[67],"behaviors":[68],"under":[69,177],"evacuation,":[72],"for":[73,216],"solving":[74],"an":[75,82],"optimal":[76,161,181],"evacuation":[78,176,202],"planning":[79],"problem":[80],"shelter.":[84],"The":[85,184],"path":[86,121,162],"residual":[87],"pheromone":[88,154],"heuristic":[90],"factors":[91,117],"Ant":[94],"algorithm":[96,138],"this":[98],"integrated":[99],"model":[100],"are":[101],"treated":[102,112],"as":[103,113],"personal":[104],"behavior":[105,116],"difference":[106],"aggregation,":[108],"can":[110,169],"be":[111],"herb":[115],"shortest":[120],"first":[122],"factors,reflecting":[123],"interaction":[127,146],"process":[130],"population":[132,191,198,220],"Through":[134],"using":[135],"to":[139],"calculate":[140],"transition":[142,182],"probability":[143],"among":[147],"neighboring":[149],"cells,":[150],"updating":[152],"through":[155],"taboo":[156],"list":[157],"based":[158],"on":[159],"local":[160],"colony,":[166],"cells":[168],"finally":[170],"finish":[171],"safe":[175],"principle":[179],"rules.":[183],"method":[185],"could":[186],"effectively":[187],"simulate":[188],"delayed":[190],"achieve":[193],"distribution":[199],"area":[203],"when":[204],"disaster":[207],"happens.":[208],"It":[209],"would":[210],"also":[211],"offer":[212],"scientific":[214],"reference":[215]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}