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Intelligent Transportation Method Solutions in Disadvantaged Communities Barth, Matthew J; Boriboonsomsin, Kanok; Wu, Guoyuan; Hao, Peng (December 2024, Springer Nature Switzerland) Many metropolitan areas around the globe want to use technological innovation and innovation to Increase the All round performance and safety for his or her people. At the guts of such wise-town designs, a range of intelligent transportation technique systems may be used to enhance protection, boost mobility actions (e.g., visitors flow), and reduce environmental impacts of a metropolis’s mobility ecosystem. Early implementations of those ITS technologies often take place in affluent cities, exactly where there are several funding prospects and ideal areas for deployment. Even so, it is actually significant that we also build good city options that happen to be centered on strengthening circumstances of disadvantaged and environmental justice communities, whose residents have suffered quite possibly the most from unmitigated urban sprawl and its environmental and well being impacts. As a number one illustration, Inland Southern California has grown for being considered one of the biggest hubs of products motion in the world.
Aaai07-214.pdf - Blogroll We assert a blogroll relation from the to B if a blogroll(a listof weblogsin thefrontpage)ofA incorporates web site B. Comment A comment relation from A to B pertains Should the bloggerof site A commentson website B. Trackback A trackback relation from the to B exi
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Dynamic Spatial Price tag Equilibrium, Nonlinear Freight Pricing, and Choice Mathematical Formulations Friesz, Terry L; Lin, C C (March 2025, Networks and Spatial Economics) This paper is meant to be a guideline for researchers interested in dynamic modeling of commodity flows from the standpoint of spatial price equilibrium. Particularly, we existing a sort of dynamic spatial rate equilibrium (DSPE) in steady time like a foundation for modeling freight flows in the community economy. We take into account the circumstance of a known matrix of journey occasions concerning all pairs of markets (origindestination pairs) inside of a community for which paths (routes) are articulated. We also consider the unit cost of transportation for being the sum of the value for freight companies plus a surcharge for backorders. Prices for freight expert services adhere to a nonlinear operator discussed herein.
By leveraging an MDP framework, MCSMARA styles reader state transitions and employs a utility-centered arbitration mechanism to dynamically allocate frequencies and time slots. The protocol incorporates adaptive backoff and decentralized neighborhood discovery for effective source administration with out centralized control. Simulation benefits exhibit that MCSMARA lowers collisions by around 30%, improves throughput by 25%, and ensures superior scalability, supporting a large amount of audience with nominal computational overhead. These findings create MCSMARA as being a transformative Answer for RFID networks in logistics, retail, and industrial IoT, with prospective for extension to mobile and heterogeneous environments.
In this particular research, we mainly center on two basic types of MVRPs, specifically the capacitated MVRP (CMVRP) plus the MVRP with time Home windows (MVRPTW). To deal with these challenges, we initial produced mixed-integer linear programming (MILP) models, that may be solved utilizing commercial optimization solvers. Supplied the NP-hardness of this issue, we also developed a Tabu Look for (TS) algorithm with an answer representation determined by Gantt charts plus a community structure customized to the MVRP. Multi-begin and shaking strategies were being incorporated into the TS algorithm to flee community optima. Additionally, we explored other possible applications in logistics and mentioned trouble configurations for three MVRP variants. Final results from numerical experiments reveal which the proposed algorithm efficiently identifies nearly all exceptional methods uncovered via the MILP product in modest-size benchmark instances, while also demonstrating good convergence velocity in huge-measurement benchmark scenarios. Comparative experiments present which the MVRP approach can decrease charges by approximately five.six% when compared to traditional supply methods. Sensitivity analyses expose that increasing the price-conserving capacity of MV platooning can increase General Gains.
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