{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T04:23:55Z","timestamp":1773462235956,"version":"3.50.1"},"reference-count":25,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2009,4,1]],"date-time":"2009-04-01T00:00:00Z","timestamp":1238544000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIMULATION"],"published-print":{"date-parts":[[2009,4]]},"abstract":"<jats:p> An ad hoc distributed dynamic data-driven simulation is a collection of autonomous online simulations brought together to model an operational system. They offer the potential of increased accuracy, responsiveness, and robustness compared to centralized approaches. They differ from conventional distributed simulations in that they are created bottom-up rather than top-down. They combine concepts from conventional distributed simulations and replicated trials, raising new issues in data management and synchronization. In this article, the ad hoc simulation approach and an optimistic synchronization algorithm are proposed. A prototype coupling in-vehicle transportation simulation is evaluated and shown to yield results comparable to a traditional replicated experiment for the tested scenarios. Experiences applying this concept to a commercial transportation simulator in an emergency scenario are described. <\/jats:p>","DOI":"10.1177\/0037549708101941","type":"journal-article","created":{"date-parts":[[2009,4,14]],"date-time":"2009-04-14T15:23:22Z","timestamp":1239722602000},"page":"243-255","source":"Crossref","is-referenced-by-count":15,"title":["Ad Hoc Distributed Dynamic Data-Driven Simulations of Surface Transportation Systems"],"prefix":"10.1177","volume":"85","author":[{"given":"Michael","family":"Hunter","sequence":"first","affiliation":[{"name":"School of Civil and Environmental Engineering Georgia Institute of Technology, GA, USA,"}]},{"family":"Hoe Kyoung Kim","sequence":"additional","affiliation":[{"name":"School of Civil and Environmental Engineering Georgia Institute of Technology, GA, USA"}]},{"given":"Wonho","family":"Suh","sequence":"additional","affiliation":[{"name":"School of Civil and Environmental Engineering Georgia Institute of Technology, GA, USA"}]},{"given":"Richard","family":"Fujimoto","sequence":"additional","affiliation":[{"name":"Hewlett Packard Colorado Springs, CO, USA"}]},{"given":"Jason","family":"Sirichoke","sequence":"additional","affiliation":[{"name":"Hewlett Packard Colorado Springs, CO, USA"}]},{"given":"Mahesh","family":"Palekar","sequence":"additional","affiliation":[{"name":"Google Inc Mountain View, CA, USA"}]}],"member":"179","published-online":{"date-parts":[[2009,4,1]]},"reference":[{"key":"atypb1","volume-title":"Details of the VII Initiative `Work in Progress' Provided at Public Meeting","author":"Werner, J.","year":"2005"},{"key":"atypb2","first-page":"319","volume":"2005","author":"Broadhurst, A.","year":"2005","journal-title":"IEEE Intelligent Vehicles Symposium"},{"issue":"9","key":"atypb3","first-page":"338","volume":"45","author":"Innamaa, S.","year":"2004","journal-title":"Traffic Engineering & Control"},{"key":"atypb4","doi-asserted-by":"publisher","DOI":"10.3141\/1882-24"},{"key":"atypb5","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8667.2004.00361.x"},{"key":"atypb6","doi-asserted-by":"publisher","DOI":"10.9746\/sicetr1965.39.199"},{"key":"atypb7","volume-title":"International Conference on Computational Science","author":"Darema, F."},{"key":"atypb8","volume-title":"International Conference on Computational Science","author":"Plale, B."},{"key":"atypb9","volume-title":"International Conference on Computational Science","author":"Mandel, J."},{"key":"atypb10","volume-title":"International Conference on Computational Science","author":"Golubchik, L."},{"key":"atypb11","volume-title":"International Conference on Computational Science","author":"Kennedy, C."},{"key":"atypb12","volume-title":"International Conference on Computational Science","author":"Brogan, D."},{"key":"atypb13","volume-title":"Proceedings of the 2005 Winter Simulation Conference","author":"Lendermann, P."},{"key":"atypb14","volume-title":"Development and Testing of a Real-Time Traffic Estimation and Prediction System","author":"Mahmassani, H.","year":"2007"},{"key":"atypb15","volume-title":"M.I.T.S.P. DynaMIT","author":"MIT","year":"2007"},{"key":"atypb16","volume-title":"86th TRB Annual Meeting","author":"Park, B."},{"key":"atypb17","volume-title":"Dynamic Traffic Management System","author":"Smith, L.","year":"2002"},{"key":"atypb18","volume-title":"86th TRB Annual Meeting","author":"Song, H."},{"key":"atypb19","doi-asserted-by":"publisher","DOI":"10.1145\/3916.3988"},{"key":"atypb20","volume-title":"Proceedings of the Winter Simulation Conference","author":"Rao, D.M."},{"key":"atypb21","volume-title":"Proceedings of the Workshop on Parallel and Distributed Simulation","author":"Fujimoto, R.M."},{"key":"atypb22","volume-title":"International Symposium on Parallel Algorithms and Architectures","author":"Fujimoto, R.M."},{"key":"atypb23","doi-asserted-by":"publisher","DOI":"10.1142\/S0129183197000904"},{"key":"atypb24","volume-title":"VISSIM User Manual 4.10","author":"PTV.","year":"2005"},{"key":"atypb25","volume-title":"User Manual for the VISSIM COM Interface, VISSIM 4.10-12","author":"PTV.","year":"2006"}],"container-title":["SIMULATION"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0037549708101941","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0037549708101941","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T14:13:54Z","timestamp":1740838434000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/0037549708101941"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,4]]},"references-count":25,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2009,4]]}},"alternative-id":["10.1177\/0037549708101941"],"URL":"https:\/\/doi.org\/10.1177\/0037549708101941","relation":{},"ISSN":["0037-5497","1741-3133"],"issn-type":[{"value":"0037-5497","type":"print"},{"value":"1741-3133","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,4]]}}}