{"id":"https://openalex.org/W4396648409","doi":"https://doi.org/10.1145/3653081.3653162","title":"Planning and Research of Spatial Emergency Evacuation Path Based on the Fusion of Ant Colony and Genetic Algorithm","display_name":"Planning and Research of Spatial Emergency Evacuation Path Based on the Fusion of Ant Colony and Genetic Algorithm","publication_year":2023,"publication_date":"2023-11-24","ids":{"openalex":"https://openalex.org/W4396648409","doi":"https://doi.org/10.1145/3653081.3653162"},"language":"en","primary_location":{"id":"doi:10.1145/3653081.3653162","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3653081.3653162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 5th International Conference on Internet of Things, Automation and Artificial Intelligence","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/A5090573953","display_name":"Nan Chen","orcid":"https://orcid.org/0000-0002-0312-3781"},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nan Chen","raw_affiliation_strings":["Changchun University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Changchun University of Technology, China","institution_ids":["https://openalex.org/I4385474403","https://openalex.org/I4385474403"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115598192","display_name":"H. Q. Zhang","orcid":"https://orcid.org/0009-0005-0659-7308"},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huapeng Zhang","raw_affiliation_strings":["Changchun University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Changchun University of Technology, China","institution_ids":["https://openalex.org/I4385474403","https://openalex.org/I4385474403"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090573953"],"corresponding_institution_ids":["https://openalex.org/I4385474403"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30036575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"487","last_page":"491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9959999918937683,"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":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.9114704132080078},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.7060922384262085},{"id":"https://openalex.org/keywords/motion-planning","display_name":"Motion planning","score":0.6658185124397278},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6394269466400146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6340292096138},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.6027128100395203},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5157037377357483},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.47176650166511536},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40369081497192383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28710466623306274},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.17437762022018433},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1633845567703247},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14829903841018677}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.9114704132080078},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.7060922384262085},{"id":"https://openalex.org/C81074085","wikidata":"https://www.wikidata.org/wiki/Q366872","display_name":"Motion planning","level":3,"score":0.6658185124397278},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6394269466400146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6340292096138},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.6027128100395203},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5157037377357483},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.47176650166511536},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40369081497192383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28710466623306274},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.17437762022018433},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1633845567703247},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14829903841018677},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3653081.3653162","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3653081.3653162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 5th International Conference on Internet of Things, Automation and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2347951034","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/W2511325427","https://openalex.org/W2392795382","https://openalex.org/W2379177376"],"abstract_inverted_index":{"The":[0,109],"application":[1],"of":[2,15,26,45,51,66,74,118,152,176,185,199,237,247],"the":[3,11,22,41,48,62,72,116,134,138,147,150,165,172,177,181,186,197,201,210,214,232,245],"ant":[4,27,86,104,178,248],"colony":[5,28,87,105,179,249],"algorithm":[6,9,29,112],"and":[7,30,38,43,60,81,88,106,123,159,168,221,235,250],"genetic":[8,31,89,107,251],"to":[10,35,114,209],"path":[12,64,79,94,121,129,141,155,175,204,212,242],"optimization":[13,65],"problem":[14],"fire":[16,54,67,92,139],"evacuation":[17,55,68,241],"on":[18,40,164,244],"large":[19],"floors":[20],"is":[21,190],"hottest":[23],"research":[24,236],"direction":[25],"algorithm,":[32,180],"which":[33],"needs":[34],"be":[36,142,157,162],"innovated":[37],"researched":[39],"improvement":[42,193],"integration":[44],"algorithms,":[46],"analyze":[47],"influencing":[49],"factors":[50],"modern":[52],"building":[53],"from":[56],"a":[57,99],"global":[58],"perspective,":[59],"realize":[61],"dynamic":[63,239],"path.":[69],"To":[70],"address":[71],"challenges":[73],"insufficient":[75],"initial":[76,173],"pheromones,":[77],"slow":[78],"generation,":[80,122],"local":[82],"optima":[83],"in":[84,128,133,146],"traditional":[85],"algorithms":[90],"for":[91,231],"environment":[93],"planning,":[95],"this":[96],"paper":[97],"introduces":[98],"hybrid":[100],"approach":[101,184],"that":[102],"combines":[103],"algorithms.":[108],"proposed":[110],"fusion":[111,246],"aims":[113],"reduce":[115],"number":[117],"iterations,":[119],"accelerate":[120],"ultimately":[124],"achieve":[125],"optimal":[126,211],"solutions":[127],"planning.":[130],"Not":[131],"only":[132,195],"two-dimensional":[135],"plane":[136],"can":[137,156,161],"escape":[140,154],"generated,":[143],"but":[144,205],"also":[145,206],"three-dimensional":[148],"space,":[149],"generation":[151],"an":[153],"achieved,":[158],"it":[160],"realized":[163],"second,":[166],"third,":[167],"multi-layer":[169],"floors.":[170],"As":[171],"best":[174,203],"pheromone":[182],"update":[183],"MAX-MIN":[187],"Ant":[188],"System":[189],"refined.":[191],"This":[192],"not":[194],"preserves":[196],"benefits":[198],"updating":[200],"overall":[202],"incorporates":[207],"updates":[208],"at":[213],"current":[215],"iteration.This":[216],"study":[217],"offers":[218],"valuable":[219],"insights":[220],"verifies":[222],"its":[223],"findings":[224],"through":[225],"simulation,":[226],"thereby":[227],"providing":[228],"useful":[229],"guidance":[230],"planning":[233],"process":[234],"spatial":[238],"emergency":[240],"based":[243],"algorithm.":[252]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
