Matches in SemOpenAlex for { <https://semopenalex.org/work/W3087014508> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W3087014508 abstract "To increase traffic mobility and safety, several types of active traffic management (ATM) strategies, such as variable speed limit (VSL), ramp metering, dynamic message signs, and hard shoulder running (HSR), are adopted in many countries. While all kinds of ATM strategies show promise in releasing traffic congestion, many studies indicate that stand-alone strategies have very limited capability. To remedy the defects of stand-alone strategies, cooperative ATM strategies have caught researchers’ attention and different combinations have been studied. In this paper, a coordinated VSL and HSR control strategy based on a reinforcement learning technique—Q-learning—is proposed. The proposed control strategy bridges up a direct connection between the traffic flow data and the ATM control strategies via intensive self-learning processes, thus reducing the need for human knowledge. A typical congested interstate highway, I-270 in Maryland, United States, was selected as the study area to evaluate the proposed strategy. A dynamic traffic assignment simulation model was introduced to calibrate the network with real-world data and was used to evaluate the regional impact of the proposed algorithm. Simulation results indicated that the proposed coordinated control could reduce corridor travel time by up to 27%. The performance of various control strategies were also compared. The results suggested that the proposed strategy outperformed the stand-alone control strategies and the traditional feedback-based VSL strategy in mitigating congestion and reducing travel time on the freeway corridor." @default.
- W3087014508 created "2020-09-25" @default.
- W3087014508 creator A5003227858 @default.
- W3087014508 creator A5004401044 @default.
- W3087014508 creator A5006177239 @default.
- W3087014508 creator A5071221062 @default.
- W3087014508 date "2020-09-16" @default.
- W3087014508 modified "2023-09-28" @default.
- W3087014508 title "Q-Learning-Based Coordinated Variable Speed Limit and Hard Shoulder Running Control Strategy to Reduce Travel Time at Freeway Corridor" @default.
- W3087014508 cites W1470377755 @default.
- W3087014508 cites W1967205341 @default.
- W3087014508 cites W1994722092 @default.
- W3087014508 cites W2022689755 @default.
- W3087014508 cites W2037898135 @default.
- W3087014508 cites W2044084929 @default.
- W3087014508 cites W2048145000 @default.
- W3087014508 cites W2058209826 @default.
- W3087014508 cites W2069367750 @default.
- W3087014508 cites W2101915445 @default.
- W3087014508 cites W2108335025 @default.
- W3087014508 cites W2108957357 @default.
- W3087014508 cites W2109563856 @default.
- W3087014508 cites W2114290270 @default.
- W3087014508 cites W2125624525 @default.
- W3087014508 cites W2567867736 @default.
- W3087014508 cites W2624924877 @default.
- W3087014508 cites W32403112 @default.
- W3087014508 cites W8192168 @default.
- W3087014508 doi "https://doi.org/10.1177/0361198120949875" @default.
- W3087014508 hasPublicationYear "2020" @default.
- W3087014508 type Work @default.
- W3087014508 sameAs 3087014508 @default.
- W3087014508 citedByCount "7" @default.
- W3087014508 countsByYear W30870145082021 @default.
- W3087014508 countsByYear W30870145082023 @default.
- W3087014508 crossrefType "journal-article" @default.
- W3087014508 hasAuthorship W3087014508A5003227858 @default.
- W3087014508 hasAuthorship W3087014508A5004401044 @default.
- W3087014508 hasAuthorship W3087014508A5006177239 @default.
- W3087014508 hasAuthorship W3087014508A5071221062 @default.
- W3087014508 hasConcept C127413603 @default.
- W3087014508 hasConcept C134306372 @default.
- W3087014508 hasConcept C151201525 @default.
- W3087014508 hasConcept C154945302 @default.
- W3087014508 hasConcept C182365436 @default.
- W3087014508 hasConcept C207512268 @default.
- W3087014508 hasConcept C22212356 @default.
- W3087014508 hasConcept C2775924081 @default.
- W3087014508 hasConcept C2779888511 @default.
- W3087014508 hasConcept C2780210587 @default.
- W3087014508 hasConcept C31258907 @default.
- W3087014508 hasConcept C33923547 @default.
- W3087014508 hasConcept C41008148 @default.
- W3087014508 hasConcept C44154836 @default.
- W3087014508 hasConcept C97541855 @default.
- W3087014508 hasConceptScore W3087014508C127413603 @default.
- W3087014508 hasConceptScore W3087014508C134306372 @default.
- W3087014508 hasConceptScore W3087014508C151201525 @default.
- W3087014508 hasConceptScore W3087014508C154945302 @default.
- W3087014508 hasConceptScore W3087014508C182365436 @default.
- W3087014508 hasConceptScore W3087014508C207512268 @default.
- W3087014508 hasConceptScore W3087014508C22212356 @default.
- W3087014508 hasConceptScore W3087014508C2775924081 @default.
- W3087014508 hasConceptScore W3087014508C2779888511 @default.
- W3087014508 hasConceptScore W3087014508C2780210587 @default.
- W3087014508 hasConceptScore W3087014508C31258907 @default.
- W3087014508 hasConceptScore W3087014508C33923547 @default.
- W3087014508 hasConceptScore W3087014508C41008148 @default.
- W3087014508 hasConceptScore W3087014508C44154836 @default.
- W3087014508 hasConceptScore W3087014508C97541855 @default.
- W3087014508 hasFunder F4320310578 @default.
- W3087014508 hasFunder F4320315295 @default.
- W3087014508 hasLocation W30870145081 @default.
- W3087014508 hasOpenAccess W3087014508 @default.
- W3087014508 hasPrimaryLocation W30870145081 @default.
- W3087014508 hasRelatedWork W10413505 @default.
- W3087014508 hasRelatedWork W10675685 @default.
- W3087014508 hasRelatedWork W10726456 @default.
- W3087014508 hasRelatedWork W12776391 @default.
- W3087014508 hasRelatedWork W2867104 @default.
- W3087014508 hasRelatedWork W7909839 @default.
- W3087014508 hasRelatedWork W8186108 @default.
- W3087014508 hasRelatedWork W8192168 @default.
- W3087014508 hasRelatedWork W9205665 @default.
- W3087014508 hasRelatedWork W12666418 @default.
- W3087014508 isParatext "false" @default.
- W3087014508 isRetracted "false" @default.
- W3087014508 magId "3087014508" @default.
- W3087014508 workType "article" @default.