{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T17:39:56Z","timestamp":1758044396657,"version":"3.44.0"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"30","license":[{"start":{"date-parts":[[2019,4,3]],"date-time":"2019-04-03T00:00:00Z","timestamp":1554249600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2019,4,3]],"date-time":"2019-04-03T00:00:00Z","timestamp":1554249600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"DOI":"10.1007\/s11042-019-7539-y","type":"journal-article","created":{"date-parts":[[2019,4,4]],"date-time":"2019-04-04T02:11:29Z","timestamp":1554343889000},"page":"36203-36219","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Research on optimized model of travel route selection based on intelligent image information and ant Colony algorithm"],"prefix":"10.1007","volume":"84","author":[{"given":"Ping","family":"Xu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,4,3]]},"reference":[{"key":"7539_CR1","doi-asserted-by":"crossref","unstructured":"Alfarraj O, Alzubi A, Tolba A (2018) Optimized feature selection algorithm based on fireflies with gravitational ant colony algorithm for big data predictive analytics[J]. Neural Computing & Applications (1):1\u201313","DOI":"10.1007\/s00521-018-3612-0"},{"key":"7539_CR2","doi-asserted-by":"publisher","first-page":"1):1","DOI":"10.1155\/2017\/8594792","volume":"2017","author":"S Chen","year":"2017","unstructured":"Chen S, Yang J, Li Y et al (2017) Multiconstrained network intensive vehicle routing adaptive ant Colony algorithm in the context of neural network analysis[J]. Complexity 2017:1):1\u20131):9","journal-title":"Complexity"},{"issue":"4","key":"7539_CR3","doi-asserted-by":"publisher","first-page":"1183","DOI":"10.1007\/s11067-015-9315-5","volume":"16","author":"JYJ Chow","year":"2016","unstructured":"Chow JYJ, Sayarshad HR (2016) Reference policies for non-myopic sequential network design and timing problems[J]. Networks & Spatial Economics 16(4):1183\u20131209","journal-title":"Networks & Spatial Economics"},{"issue":"12","key":"7539_CR4","first-page":"1","volume":"11","author":"G Cui","year":"2018","unstructured":"Cui G, Luo J, Wang X (2018) Personalized travel route recommendation using collaborative filtering based on GPS trajectories[J]. International Journal of Digital Earth 11(12):1\u201324","journal-title":"International Journal of Digital Earth"},{"key":"7539_CR5","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.01.034","volume":"65","author":"SH Huang","year":"2018","unstructured":"Huang SH, Huang YH, Blazquez CA et al (2018) Application of the ant Colony optimization in the resolution of the bridge inspection routing problem[J]. Appl Soft Comput 65:S1568494618300401","journal-title":"Appl Soft Comput"},{"key":"7539_CR6","doi-asserted-by":"crossref","unstructured":"Jing P, Zhao M, He M et al (2018) Travel mode and travel route choice behavior based on random regret minimization: a systematic review[J]. Sustainability 10","DOI":"10.3390\/su10041185"},{"issue":"3","key":"7539_CR7","doi-asserted-by":"publisher","first-page":"862","DOI":"10.1007\/s10773-017-3619-9","volume":"57","author":"Q Liao","year":"2018","unstructured":"Liao Q, Guo Y, Tu Y et al (2018) Fidelity-based ant Colony algorithm with Q-learning of quantum system[J]. Int J Theor Phys 57(3):862\u2013876","journal-title":"Int J Theor Phys"},{"issue":"4","key":"7539_CR8","doi-asserted-by":"publisher","first-page":"1121","DOI":"10.1007\/s11276-015-1021-1","volume":"22","author":"Z Liu","year":"2016","unstructured":"Liu Z, Liu Y, Wang J et al (2016) Modeling and simulating traffic congestion propagation in connected vehicles driven by temporal and spatial preference[J]. Wirel Netw 22(4):1121\u20131131","journal-title":"Wirel Netw"},{"issue":"4","key":"7539_CR9","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1037\/a0019931","volume":"124","author":"H Miyata","year":"2010","unstructured":"Miyata H, Fujita K (2010) Route selection by pigeons (Columba livia) in \u201ctraveling salesperson\u201d navigation tasks presented on an LCD screen.[J]. J Comp Psychol 124(4):433","journal-title":"J Comp Psychol"},{"key":"7539_CR10","doi-asserted-by":"crossref","unstructured":"Ning J, Zhang Q, Zhang C et al (2018) A best-path-updating information-guided ant colony optimization algorithm[J]. Inf Sci s 433\u2013434:142-162","DOI":"10.1016\/j.ins.2017.12.047"},{"issue":"12","key":"7539_CR11","doi-asserted-by":"publisher","first-page":"3021","DOI":"10.1016\/j.cor.2012.03.002","volume":"39","author":"A Penttinen","year":"2012","unstructured":"Penttinen A, Sulonen R (2012) Non-myopic vehicle and route selection in dynamic DARP with travel time and workload objectives [J]. Comput Oper Res 39(12):3021\u20133030","journal-title":"Comput Oper Res"},{"issue":"5","key":"7539_CR12","doi-asserted-by":"publisher","first-page":"1175","DOI":"10.1109\/TCYB.2015.2429118","volume":"46","author":"A Scheidler","year":"2016","unstructured":"Scheidler A, Brutschy A, Ferrante E et al (2016) The k -unanimity rule for self-organized decision-making in swarms of robots[J]. IEEE Transactions on Cybernetics 46(5):1175","journal-title":"IEEE Transactions on Cybernetics"},{"issue":"5","key":"7539_CR13","doi-asserted-by":"publisher","first-page":"1175","DOI":"10.1109\/TCYB.2015.2429118","volume":"46","author":"A Scheidler","year":"2016","unstructured":"Scheidler A, Brutschy A, Ferrante E et al (2016) The k -unanimity rule for self-organized decision-making in swarms of robots[J]. IEEE Transactions on Cybernetics 46(5):1175","journal-title":"IEEE Transactions on Cybernetics"},{"issue":"6","key":"7539_CR14","doi-asserted-by":"publisher","first-page":"1317","DOI":"10.1109\/LCOMM.2017.2672959","volume":"21","author":"Y Sun","year":"2017","unstructured":"Sun Y, Dong W, Chen Y (2017) An improved routing algorithm based on ant Colony optimization in wireless sensor networks[J]. IEEE Commun Lett 21(6):1317\u20131320","journal-title":"IEEE Commun Lett"},{"key":"7539_CR15","doi-asserted-by":"crossref","unstructured":"Tang J, Yang W, Zhu L et al (2017) An adaptive clustering approach based on minimum travel route planning for wireless sensor networks with a Mobile sink:[J]. Sensors 17(5)","DOI":"10.3390\/s17050964"},{"key":"7539_CR16","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1016\/j.asoc.2016.05.011","volume":"47","author":"W Wu","year":"2016","unstructured":"Wu W, Tian Y, Jin T (2016) A label based ant colony algorithm for heterogeneous vehicle routing with mixed backhaul.[J]. Appl Soft Comput 47:224\u2013234","journal-title":"Appl Soft Comput"},{"key":"7539_CR17","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1016\/j.asoc.2016.05.011","volume":"47","author":"W Wu","year":"2016","unstructured":"Wu W, Tian Y, Jin T (2016) A label based ant colony algorithm for heterogeneous vehicle routing with mixed backhaul.[J]. Appl Soft Comput 47:224\u2013234","journal-title":"Appl Soft Comput"},{"key":"7539_CR18","doi-asserted-by":"publisher","first-page":"553","DOI":"10.1016\/j.asoc.2016.02.047","volume":"43","author":"B Xu","year":"2016","unstructured":"Xu B, Min H (2016) Solving minimum constraint removal (MCR) problem using a social-force-model-based ant colony algorithm[J]. Appl Soft Comput 43:553\u2013560","journal-title":"Appl Soft Comput"},{"issue":"2","key":"7539_CR19","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.ssci.2012.12.003","volume":"54","author":"X Zhang","year":"2013","unstructured":"Zhang X (2013) Route selection for emergency logistics management: a bio-inspired algorithm[J]. Saf Sci 54(2):87\u201391","journal-title":"Saf Sci"},{"key":"7539_CR20","doi-asserted-by":"crossref","unstructured":"Zhao B, Gao J, Chen K et al (2018) Two-generation Pareto ant colony algorithm for multi-objective job shop scheduling problem with alternative process plans and unrelated parallel machines[J]. J Intell Manuf (1):1\u201316","DOI":"10.1007\/s10845-015-1091-z"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-019-7539-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-019-7539-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-019-7539-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,12]],"date-time":"2025-09-12T12:31:37Z","timestamp":1757680297000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-019-7539-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4,3]]},"references-count":20,"journal-issue":{"issue":"30","published-online":{"date-parts":[[2025,9]]}},"alternative-id":["7539"],"URL":"https:\/\/doi.org\/10.1007\/s11042-019-7539-y","relation":{},"ISSN":["1573-7721"],"issn-type":[{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2019,4,3]]},"assertion":[{"value":"8 January 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 March 2019","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 March 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 April 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}