Development and Evaluation of a Multi-agent Based Neuro-fuzzy Arterial Traffic Signal Control System PDF Download
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Author: Yunlong Zhang
Publisher:
ISBN:
Category : Electronic traffic controls
Languages : en
Pages : 126
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Book Description
Arterial traffic signal control is a very important aspect of traffic management system. Efficient arterial traffic signal control strategy can reduce delay, stops, congestion, and pollution and save travel time. Commonly used pre-timed or traffic actuated signal control do not have the capability to fully respond to real-time traffic demand and pattern changes. Although some of the well-known adaptive control systems have shown advantageous over the traditional per-timed and actuated control strategies, their centralized architecture makes the maintenance, expansion, and upgrade difficult and costly.
Author: Yunlong Zhang
Publisher:
ISBN:
Category : Electronic traffic controls
Languages : en
Pages : 126
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Book Description
Arterial traffic signal control is a very important aspect of traffic management system. Efficient arterial traffic signal control strategy can reduce delay, stops, congestion, and pollution and save travel time. Commonly used pre-timed or traffic actuated signal control do not have the capability to fully respond to real-time traffic demand and pattern changes. Although some of the well-known adaptive control systems have shown advantageous over the traditional per-timed and actuated control strategies, their centralized architecture makes the maintenance, expansion, and upgrade difficult and costly.
Author: Akhilesh Kumar Maurya
Publisher: Springer Nature
ISBN: 9811682593
Category : Technology & Engineering
Languages : en
Pages : 562
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Book Description
This book (in three volumes) comprises the proceedings of the Fifth Conference of Transportation Research Group of India (CTRG2019) focusing on emerging opportunities and challenges in the field of transportation of people and freight. The contents of the volume include characterization of conventional and innovative pavement materials, operational effects of road geometry, user impact of multimodal transport projects, spatial analysis of travel patterns, socio-economic impacts of transport projects, analysis of transportation policy and planning for safety and security, technology enabled models of mobility services, etc. This book will be beneficial to researchers, educators, practitioners and policy makers alike.
Author: Leslie Pack Kaelbling
Publisher: Springer Science & Business Media
ISBN: 0792397053
Category : Computers
Languages : en
Pages : 286
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Book Description
Recent Advances in Reinforcement Learning addresses current research in an exciting area that is gaining a great deal of popularity in the Artificial Intelligence and Neural Network communities. Reinforcement learning has become a primary paradigm of machine learning. It applies to problems in which an agent (such as a robot, a process controller, or an information-retrieval engine) has to learn how to behave given only information about the success of its current actions. This book is a collection of important papers that address topics including the theoretical foundations of dynamic programming approaches, the role of prior knowledge, and methods for improving performance of reinforcement-learning techniques. These papers build on previous work and will form an important resource for students and researchers in the area. Recent Advances in Reinforcement Learning is an edited volume of peer-reviewed original research comprising twelve invited contributions by leading researchers. This research work has also been published as a special issue of Machine Learning (Volume 22, Numbers 1, 2 and 3).
Author: Peter Davies
Publisher: Transportation Research Board
ISBN: 9780309048637
Category : Transportation
Languages : en
Pages : 108
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Book Description
Author:
Publisher:
ISBN:
Category : Adaptive control systems
Languages : en
Pages : 256
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Book Description
Author: IEEE Control Systems Society
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 1120
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Book Description
Author: Yu Zhang
Publisher:
ISBN: 9780784479292
Category : Electronic book
Languages : en
Pages : 4014
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Book Description
Proceedings of the 15th COTA International Conference of Transportation Professionals (CICTP 2015), held in Beijing, China, July 24-27, 2015. Sponsored by the Chinese Overseas Transportation Association (COTA), Beijing Jiaotong University, the Transportation Research Board, the Institute of Transportation Engineers (ITE), and the Transportation and Development Institute of ASCE. This proceedings contains 369 papers covering current critical issues focusing on efficient, safe, and sustainable multimodal transportation. Topics include: traffic safety, security, and emergency response; high-speed rail safety; intelligent transportation systems; pavement and materials engineering; highway construction and maintenance; public transit; rail operations, management and control; traffic and driver behavior; transportation policy, planning, and modeling; and aviation, marine, and water transportation. These papers cover current trends in transportation science and will be of interest to researchers, practitioners, and students of transportation engineering.
Author:
Publisher:
ISBN:
Category : City planning
Languages : en
Pages : 440
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Book Description
Author: Satya Prakash Yadav
Publisher: CRC Press
ISBN: 1000262111
Category : Technology & Engineering
Languages : en
Pages : 272
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Book Description
Distributed Artificial Intelligence (DAI) came to existence as an approach for solving complex learning, planning, and decision-making problems. When we talk about decision making, there may be some meta-heuristic methods where the problem solving may resemble like operation research. But exactly, it is not related completely to management research. The text examines representing and using organizational knowledge in DAI systems, dynamics of computational ecosystems, and communication-free interactions among rational agents. This publication takes a look at conflict-resolution strategies for nonhierarchical distributed agents, constraint-directed negotiation of resource allocations, and plans for multiple agents. Topics included plan verification, generation, and execution, negotiation operators, representation, network management problem, and conflict-resolution paradigms. The manuscript elaborates on negotiating task decomposition and allocation using partial global planning and mechanisms for assessing nonlocal impact of local decisions in distributed planning. The book will attract researchers and practitioners who are working in management and computer science, and industry persons in need of a beginner to advanced understanding of the basic and advanced concepts.
Author: U.s. Department of Transportation
Publisher: CreateSpace
ISBN: 9781508557173
Category : Transportation
Languages : en
Pages : 286
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Book Description
This report serves as a comprehensive guide to traffic signal timing and documents the tasks completed in association with its development. The focus of this document is on traffic signal control principles, practices, and procedures. It describes the relationship between traffic signal timing and transportation policy and addresses maintenance and operations of traffic signals. It represents a synthesis of traffic signal timing concepts and their application and focuses on the use of detection, related timing parameters, and resulting effects to users at the intersection. It discusses advanced topics briefly to raise awareness related to their use and application. The purpose of the Signal Timing Manual is to provide direction and guidance to managers, supervisors, and practitioners based on sound practice to proactively and comprehensively improve signal timing. The outcome of properly training staff and proactively operating and maintaining traffic signals is signal timing that reduces congestion and fuel consumption ultimately improving our quality of life and the air we breathe. This manual provides an easy-to-use concise, practical and modular guide on signal timing. The elements of signal timing from policy and funding considerations to timing plan development, assessment, and maintenance are covered in the manual. The manual is the culmination of research into practices across North America and serves as a reference for a range of practitioners, from those involved in the day to day management, operation and maintenance of traffic signals to those that plan, design, operate and maintain these systems.
