Optimal Tolling for Multitype Mixed Autonomous Traffic Networks

نویسندگان

چکیده

When selfish users share a road network and minimize their individual travel costs, the equilibrium they reach can be worse than socially optimal routing. Tolls are often used to mitigate this effect in traditional congestion games, where all vehicles contribute identically congestion. However, with proliferation of autonomous driver-assistance technology, become heterogeneous how latency. This magnifies potential inefficiencies due routing invalidates tolling methods. To address this, we consider parallel roads latency on each is an affine function quantity flow vehicle type. We provide tolls (which differentiate between types) which guaranteed social cost at equilibrium. The calculated routing; enable tolling, prove that some element set routings has lack cycles graph representing way types roads. then show unless planner given, resulting unboundedly routing, marginal fails our setting.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Delta-Tolling: Adaptive Tolling for Optimizing Traffic Throughput

In recent years, the automotive industry has been rapidly advancing toward connected vehicles with higher degrees of autonomous capabilities. This trend opens up many new possibilities for AI-based efficient traffic management. This paper investigates traffic optimization through the setting and broadcasting of dynamic and adaptive tolls under the assumption that the cars will be able to contin...

متن کامل

Optimal Traffic Networks

Inspired by studies on the airports’ network and the physical Internet, we propose a general model of weighted networks via an optimization principle. The topology of the optimal network turns out to be a spanning tree that minimizes a combination of topological and metric quantities. It is characterized by strongly heterogeneous traffic, non-trivial correlations between distance and traffic an...

متن کامل

Real-time Adaptive Tolling Scheme for Optimized Social Welfare in Traffic Networks

Connected and autonomous vehicle technology has advanced rapidly in recent years. These technologies create possibilities for advanced AI-based traffic management techniques. Developing such techniques is an important challenge and opportunity for the AI community as it requires synergy between experts in game theory, multiagent systems, behavioral science, and flow optimization. This paper tak...

متن کامل

A Human-centered Test-bed for Mixed Traffic of Autonomous and Non-autonomous Vehicles

A vehicular ad hoc network (VANET) is a vehicular-wireless network enabling vehicle-to-vehicle (V2V) communications and vehicle to infrastructure (V2I) communications. VANET has been under the international spotlight because various applications can be developed by leveraging those wireless communications to avoid vehicular collisions or to save energies. Most of VANET applications have been de...

متن کامل

A New Algorithm for Load Flow Analysis in Autonomous Networks

In this paper, a novel algorithm for the load flow analysis problem in an islanded microgrid is proposed. The problem is modeled without any slack bus by considering the steady state frequency as one of the load flow variables. To model different control modes of DGs, such as droop, PV and PQ, in an islanded microgrid, a new formula for load flow equations is proposed. A hybrid optimization alg...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Control Systems Letters

سال: 2021

ISSN: ['2475-1456']

DOI: https://doi.org/10.1109/lcsys.2020.3042622