{"id":"https://openalex.org/W4220718605","doi":"https://doi.org/10.3390/ijgi11030171","title":"Street Patrol Routing Optimization in Smart City Management Based on Genetic Algorithm: A Case in Zhengzhou, China","display_name":"Street Patrol Routing Optimization in Smart City Management Based on Genetic Algorithm: A Case in Zhengzhou, China","publication_year":2022,"publication_date":"2022-03-04","ids":{"openalex":"https://openalex.org/W4220718605","doi":"https://doi.org/10.3390/ijgi11030171"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi11030171","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11030171","pdf_url":"https://www.mdpi.com/2220-9964/11/3/171/pdf?version=1646641367","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/11/3/171/pdf?version=1646641367","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007603718","display_name":"Yirui Jiang","orcid":"https://orcid.org/0009-0006-0601-0535"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yirui Jiang","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China","School of Geoscience and Technology, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Geoscience and Technology, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325330","display_name":"Hongwei Li","orcid":"https://orcid.org/0000-0002-0378-7190"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongwei Li","raw_affiliation_strings":["School of Geoscience and Technology, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geoscience and Technology, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Binbin Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binbin Feng","raw_affiliation_strings":["School of Geoscience and Technology, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geoscience and Technology, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061884630","display_name":"Zekang Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zekang Wu","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China","School of Geoscience and Technology, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Geoscience and Technology, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329348","display_name":"Shan Zhao","orcid":"https://orcid.org/0000-0002-1778-9381"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Zhao","raw_affiliation_strings":["School of Geoscience and Technology, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geoscience and Technology, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100358038","display_name":"Zhaohui Wang","orcid":"https://orcid.org/0000-0002-2017-7538"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohui Wang","raw_affiliation_strings":["Digital Urban Management Supervision Center of Zhengzhou, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Urban Management Supervision Center of Zhengzhou, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100325330"],"corresponding_institution_ids":["https://openalex.org/I38877650"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":2.0566,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86248287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"3","first_page":"171","last_page":"171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.998199999332428,"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/T12546","display_name":"Smart Parking Systems Research","score":0.9933000206947327,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9912999868392944,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.7074161171913147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5934624671936035},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.5374212265014648},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5071051120758057},{"id":"https://openalex.org/keywords/law-enforcement","display_name":"Law enforcement","score":0.5017728805541992},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.4947349727153778},{"id":"https://openalex.org/keywords/city-management","display_name":"City management","score":0.4683983325958252},{"id":"https://openalex.org/keywords/enforcement","display_name":"Enforcement","score":0.43144547939300537},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.40592172741889954},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35060593485832214},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2404787242412567},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23155364394187927},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16073298454284668},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15424853563308716},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.14875152707099915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11836984753608704},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.07687914371490479}],"concepts":[{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.7074161171913147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5934624671936035},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.5374212265014648},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5071051120758057},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.5017728805541992},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.4947349727153778},{"id":"https://openalex.org/C2992757693","wikidata":"https://www.wikidata.org/wiki/Q696776","display_name":"City management","level":2,"score":0.4683983325958252},{"id":"https://openalex.org/C2779777834","wikidata":"https://www.wikidata.org/wiki/Q4202277","display_name":"Enforcement","level":2,"score":0.43144547939300537},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.40592172741889954},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35060593485832214},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2404787242412567},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23155364394187927},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16073298454284668},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15424853563308716},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.14875152707099915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11836984753608704},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.07687914371490479},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi11030171","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11030171","pdf_url":"https://www.mdpi.com/2220-9964/11/3/171/pdf?version=1646641367","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5ba1182daaab43a98697536551d340a9","is_oa":true,"landing_page_url":"https://doaj.org/article/5ba1182daaab43a98697536551d340a9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 11, Iss 3, p 171 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/11/3/171/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi11030171","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information; Volume 11; Issue 3; Pages: 171","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi11030171","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11030171","pdf_url":"https://www.mdpi.com/2220-9964/11/3/171/pdf?version=1646641367","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220718605.pdf","grobid_xml":"https://content.openalex.org/works/W4220718605.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W641959581","https://openalex.org/W1487871107","https://openalex.org/W1488405589","https://openalex.org/W1542017541","https://openalex.org/W1595882479","https://openalex.org/W1965840388","https://openalex.org/W1967103275","https://openalex.org/W1969226759","https://openalex.org/W1974963036","https://openalex.org/W2007335003","https://openalex.org/W2010772936","https://openalex.org/W2011182011","https://openalex.org/W2031438593","https://openalex.org/W2043459322","https://openalex.org/W2054632425","https://openalex.org/W2056967250","https://openalex.org/W2068840184","https://openalex.org/W2086701859","https://openalex.org/W2111563176","https://openalex.org/W2118167481","https://openalex.org/W2126105956","https://openalex.org/W2155508037","https://openalex.org/W2287965649","https://openalex.org/W2296196927","https://openalex.org/W2325268263","https://openalex.org/W2403237691","https://openalex.org/W2531226203","https://openalex.org/W2601521963","https://openalex.org/W2611578116","https://openalex.org/W2911295180","https://openalex.org/W2944135346","https://openalex.org/W2947503830","https://openalex.org/W2969872000","https://openalex.org/W2979164598","https://openalex.org/W3001057419","https://openalex.org/W3006675691","https://openalex.org/W3009454414","https://openalex.org/W3028923210","https://openalex.org/W3046340522","https://openalex.org/W3125943866","https://openalex.org/W3194548628","https://openalex.org/W3196740306","https://openalex.org/W3202883822","https://openalex.org/W4250863246","https://openalex.org/W6618506885","https://openalex.org/W6653188975","https://openalex.org/W6658178582","https://openalex.org/W6677509026","https://openalex.org/W6692094514","https://openalex.org/W6754101443","https://openalex.org/W6778217974"],"related_works":["https://openalex.org/W2890275578","https://openalex.org/W1926807763","https://openalex.org/W3126060524","https://openalex.org/W3124255495","https://openalex.org/W4290766323","https://openalex.org/W3124119016","https://openalex.org/W3122572074","https://openalex.org/W2351788916","https://openalex.org/W2198328582","https://openalex.org/W588649842"],"abstract_inverted_index":{"A":[0],"series":[1],"of":[2,42,48,63,81,124,129,147,153],"urban":[3],"law":[4],"enforcement":[5],"events":[6,82,125],"involving":[7],"city":[8,13,22,43,103],"inspectors":[9,44,104],"dispatched":[10],"by":[11],"the":[12,40,46,56,61,79,91,112,120,127,135,151,154],"management":[14],"department":[15],"can":[16],"reflect":[17],"some":[18],"problems":[19],"in":[20,105],"smart":[21],"management,":[23],"such":[24],"as":[25],"illegal":[26],"advertising":[27],"and":[28,45,60,83,126,149,167],"unlicensed":[29],"street":[30],"operation.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35,133],"propose":[36],"a":[37,68],"model":[38],"for":[39,137],"allocation":[41],"optimization":[47],"patrol":[49,75,99,130],"paths.":[50],"The":[51,156],"objective":[52],"is":[53,164],"to":[54,73,78,89,108],"minimize":[55],"average":[57,121,145],"response":[58,122],"time":[59,123,140],"number":[62,128],"inspectors.":[64,131],"We":[65,94],"also":[66],"develop":[67,84],"priority-patrol-and-multiobjective":[69],"genetic":[70,87],"algorithm":[71,88,114,136,163],"(DP-MOGA)":[72],"classify":[74],"segments":[76],"according":[77],"frequency":[80],"an":[85],"improved":[86],"achieve":[90],"aforementioned":[92],"objective.":[93],"conduct":[95],"numerical":[96],"experiments":[97],"using":[98],"data":[100],"obtained":[101],"from":[102],"Zhengzhou,":[106],"China,":[107],"clearly":[109],"show":[110,159],"that":[111,118,160],"proposed":[113,162],"generates":[115],"reasonable":[116],"routes":[117],"reduce":[119],"Furthermore,":[132],"test":[134],"three":[138],"different":[139,144],"scenarios":[141],"(roads":[142],"with":[143],"numbers":[146],"events)":[148],"demonstrate":[150],"efficiency":[152],"algorithm.":[155],"experimental":[157],"results":[158],"our":[161],"more":[165],"stable":[166],"efficient":[168],"than":[169],"other":[170],"existing":[171],"algorithms.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2022-04-03T00:00:00"}
