Evaluation of Traffic Signal Timing Optimization Methods Using a Stochastic and Microscopic Simulation Program

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ISBN 13 :
Total Pages : 44 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Evaluation of Traffic Signal Timing Optimization Methods Using a Stochastic and Microscopic Simulation Program by : Byungkyu Park

Download or read book Evaluation of Traffic Signal Timing Optimization Methods Using a Stochastic and Microscopic Simulation Program written by Byungkyu Park and published by . This book was released on 2003 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study evaluated existing traffic signal optimization programs including Synchro, TRANSYT-7F, and genetic algorithm optimization using real-world data collected in Virginia. As a first step, a microscopic simulation model, VISSIM, was extensively calibrated and validated using field data. Multiple simulation runs were then made for signal timing plans such that drivers' behavior, day-to-day traffic variation, etc. were considered in the evaluation. Finally, long-term demand growth or changes were statistically modeled and evaluated, again using multiple simulation runs. Five timing plans were evaluated using the simulation test bed. The timing plans under evaluation included (1) the former timing plan of the Virginia Department of Transportation(VDOT), (2) VDOT's current timing plan, (3) the genetic algorithm optimized timing plan, (4)the Synchro optimized timing plan, and (5) the TRANSYT-7F optimized timing plan. The simulation study results indicated that the current practice of VDOT's current signal optimization procedure significantly improved upon its former one by reducing travel times by 17% and total system delay by 36%. The three "optimized" timing plans did not provide significant improvements. Evaluation of the Lee-Jackson Memorial Highway network showed that the current VDOT signal optimization procedure significantly improved the performance of network operations. Thus, the study recommended that VDOT continue using its procedure for developing new timing plans but that it evaluate its signal timing plan regularly so that it does not become outdated

Application of the Stochastic Optimization Method in Optimizing Traffic Signal Control Settings

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ISBN 13 :
Total Pages : 42 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Application of the Stochastic Optimization Method in Optimizing Traffic Signal Control Settings by : Byungkyu Park

Download or read book Application of the Stochastic Optimization Method in Optimizing Traffic Signal Control Settings written by Byungkyu Park and published by . This book was released on 2008 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traffic congestion has greatly affected not only the nation's economy and environment but also every citizen's quality of life. A recent study shows that every American traveler spent an extra 38 hours and 26 gallons of fuel per year due to traffic congestion during the peak period. Of this congestion, 10% is attributable to improper operations of traffic signals. Surprisingly, more than a half of all signalized intersections in the United States needs to be re-optimized immediately to maintain peak efficiency. Even though many traffic signal control systems have been upgraded from pre-timed controllers to actuated and adaptive controllers, the traffic signal optimization software has not been kept current. For example, existing commercial traffic signal timing optimization programs including SYNCHRO and TRANSYT-7F do not optimize advanced controller settings available in the modern traffic controllers including minimum green time, extension time, and detector settings. This is in part because existing programs are based on macroscopic simulation tools that do not explicitly consider individual vehicular movements. To overcome such a shortcoming, a stochastic optimization method (SOM) was proposed and successfully applied to a signalized corridor in Northern Virginia. This study presents enhancements made in the SOM and case study results from an arterial network consisting of 16 signalized intersections. The proposed method employs a distributed computing environment (DCE) for faster computation time and uses a shuffled frog-leaping algorithm (SFLA) for better optimization. The case study results showed that the proposed enhanced SOM method, called SFLASOM, improved the total network travel times over field settings by 3.5% for Mid-Day and 2.1% for PM-Peak. In addition, corridor travel times were improved by 2.3% to 17.9% over field settings. However, when the new SOM timing plan was compared to the new field timing plan implemented in July 2008, the improvements were marginal, showing slightly over 2% reductions in individual vehicular delay.

Performance Evaluation of Dynamic Gap-out Feature Using Stochastic Optimization Method and Software in the Loop Simulation

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ISBN 13 :
Total Pages : 68 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Performance Evaluation of Dynamic Gap-out Feature Using Stochastic Optimization Method and Software in the Loop Simulation by : Seli James Agbolosu-Amison

Download or read book Performance Evaluation of Dynamic Gap-out Feature Using Stochastic Optimization Method and Software in the Loop Simulation written by Seli James Agbolosu-Amison and published by . This book was released on 2008 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt:

National Signal Timing Optimization Project

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ISBN 13 :
Total Pages : 56 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis National Signal Timing Optimization Project by :

Download or read book National Signal Timing Optimization Project written by and published by . This book was released on 1982 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report summarizes the results of the National Signal Timing Organization Project initiated by the Federal Highway Administration as a fuel conservation effort. The objectives of this project are: 1) to establish credible data on the effectiveness of signal timing optimization; 2) to make signal timing optimization projects easier to do; and 3) to define the resources (cost, level of staff, computer, etc.) required to undertake a signal timing optimization project, so that traffic engineers and administrators can more effectively budget for this activity. The project consisted of the development of the TRANSYT-7F signal timing optimization program User's Manual, and training course, and application of the program in 11 cities nationwide to evaluate the effectiveness of the poptimized signal timing plans and to collect data on the needed resources.

Progress in Artificial Intelligence

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Publisher : Springer
ISBN 13 : 3319234854
Total Pages : 811 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Progress in Artificial Intelligence by : Francisco Pereira

Download or read book Progress in Artificial Intelligence written by Francisco Pereira and published by Springer. This book was released on 2015-08-26 with total page 811 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, held in Coimbra, Portugal, in September 2015. The 45 revised full papers presented together with 36 revised short papers were carefully reviewed and selected from a total of 131 submissions. EPIA 2015, following the standard EPIA format, covers a wide range of AI topics as follows: ambient intelligence and affective environments, artificial Intelligence in medicine, artificial intelligence in transportation systems, artificial life and evolutionary algorithms, computational methods in bioinformatics and systems biology, general artificial intelligence, intelligent information systems, intelligent robotics, knowledge discovery and business intelligence, multi-agent systems: theory and applications, social simulation and modelling, text mining and applications.

Optimization in Civil & Environmental Engineering

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Publisher : Archives contemporaines
ISBN 13 : 2813000302
Total Pages : 206 pages
Book Rating : 4.8/5 (13 download)

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Book Synopsis Optimization in Civil & Environmental Engineering by : Zong Woo Geem

Download or read book Optimization in Civil & Environmental Engineering written by Zong Woo Geem and published by Archives contemporaines. This book was released on 2012 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Traffic Signal Retiming Practices in the United States

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Publisher : Transportation Research Board
ISBN 13 : 0309143179
Total Pages : 92 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Traffic Signal Retiming Practices in the United States by : Robert L. Gordon

Download or read book Traffic Signal Retiming Practices in the United States written by Robert L. Gordon and published by Transportation Research Board. This book was released on 2010 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: TRB's National Cooperative Highway Research Program (NCHRP) Synthesis 409: Traffic Signal Retiming Practices in the United States explores practices that operating agencies currently use to revise traffic signal timing. The report examines the processes used to develop, install, verify, fine-tune, and evaluate the plans--

Stochastic Traffic Signal Timing Optimization

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Publisher :
ISBN 13 :
Total Pages : 119 pages
Book Rating : 4.:/5 (618 download)

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Book Synopsis Stochastic Traffic Signal Timing Optimization by : Anil Kamarajugadda

Download or read book Stochastic Traffic Signal Timing Optimization written by Anil Kamarajugadda and published by . This book was released on 2003 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Industrial Engineering

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Publisher : CRC Press
ISBN 13 : 1482282682
Total Pages : 864 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Industrial Engineering by : Bopaya Bidanda

Download or read book Industrial Engineering written by Bopaya Bidanda and published by CRC Press. This book was released on 2019-02-13 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industrial Engineering: Management, Tools, and Applications, Three Volume Set provides innovation applications and case studies that are drawn from multiple countries. The chapters in the books represent the best papers from the International Institute of Industrial Engineering (IIIE) Conference held in Istanbul in June 2013, sponsored by the II

Traffic Signal Timing Optimization Using Simulation and Dynamic Programming

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ISBN 13 :
Total Pages : 124 pages
Book Rating : 4.:/5 (281 download)

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Book Synopsis Traffic Signal Timing Optimization Using Simulation and Dynamic Programming by : Gyana Ranjan Parija

Download or read book Traffic Signal Timing Optimization Using Simulation and Dynamic Programming written by Gyana Ranjan Parija and published by . This book was released on 1991 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Industrial Engineering Non-Traditional Applications in International Settings

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Publisher : CRC Press
ISBN 13 : 1482226871
Total Pages : 218 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Industrial Engineering Non-Traditional Applications in International Settings by : Bopaya Bidanda

Download or read book Industrial Engineering Non-Traditional Applications in International Settings written by Bopaya Bidanda and published by CRC Press. This book was released on 2014-11-20 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industrial engineering originated in the United States, and although the popularity of this discipline has grown worldwide, there is still little information available outside of the US regarding its practical use and application. Industrial Engineering Non-Traditional Applications in International Settings raises the bar and examines industrial engineering from a global perspective. Representing the best papers from the International Institute of Industrial Engineers (IIIE) conference held in Istanbul in June 2013, and developed by contributors from at least six different countries, this material lends their expertise on the international impact of industrial engineering applications and provides a thorough understanding of the subject. Focusing on two key aspects of the industrial engineering (IE) discipline, non-traditional settings and international environments, the book introduces applications and incorporates case studies illustrating how IE-based tools and techniques have been applied to diverse environments around the world. Each chapter represents a novel application of industrial tools and techniques. In addition, the authors highlight some of the more exciting developments and implementations of industrial engineering. The book enables both students and practitioners to learn from universal best practices and observe the international growth of the discipline. Consisting of ten chapters, this groundbreaking work includes content that: Presents applications in the area of natural resource development, or more specifically open-pit mining, to optimize the extraction sequence of blocks—an operation that can have a major impact on mining profitability Studies disasters and details where to best locate sites for disaster waste procession (multiobjective optimization is used to identify site locations and provide solution guidance) Examines factors affecting buying patterns and behaviors at private shopping clubs (Turkey is used as a benchmark and a technology acceptance model is used to study the buying behavior) Explores optimization methods that can be used to increase the effectiveness of the timing of traffic signals Discusses the Turkish banking sector and the measurement of efficiency of its banks (a topic that greatly impacts the emerging financial market) Applies quantitative models to study 29 commercial banks and 12 investment banks Industrial Engineering Non-Traditional Applications in International Settings explores the globalization of this expanding discipline and serves as a guide to industry professionals including systems, industrials, manufacturing engineers, design, production, environmental, and Lean Six Sigma engineers, and is also relevant to applied ergonomics, business scm, business logistics, and business operations management.

Development and Testing of a Constrained Optimization Model for Traffic Signal Plan Transition

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (656 download)

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Book Synopsis Development and Testing of a Constrained Optimization Model for Traffic Signal Plan Transition by :

Download or read book Development and Testing of a Constrained Optimization Model for Traffic Signal Plan Transition written by and published by . This book was released on 2004 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In advanced traffic signal control systems, traffic signal plan transition is the process of switching from one timing plan to another to accommodate changes in traffic demand. In traditional coordinated system operation, whether plans are set by time of day or by traffic responsive plan selection, traffic flow can be severely disrupted by the sudden changes in traffic signal timing plans. Even in case of advanced traffic control systems such as Sydney Coordinated Adaptive Traffic System (SCATS), the flow disruption during the transition period can cause a temporary, but sharp decline in system performance. Therefore, the quest for a signal plan transition method that minimizes flow disruption during the transition period is well motivated. Although various transition methods have been developed and refined, existing transition methods are not based on optimizing operational measures of effectiveness during plan transition periods. As the first step in remedying this situation, this research developed a non-linear mathematical model that provides constrained delay minimization through incremental and simultaneous adjustments in offset, cycle length, and phase splits during plan transitions. A simulation study was performed to comparatively evaluate the delay performance of the proposed versus existing transition methods. Also, statistical analyses using ANOVA and multi-comparison tests were conducted to validate the simulation results. According to the analysis results, currently used transition methods tend to assign an excessive amount of green time to the main street, resulting in additional side street delay without performance improvement for the total transportation network. By contrast, the proposed transition method showed measurable improvement in delay performance under a broad range of traffic and geometric conditions.

Development of an Integrated Microscopic Traffic Simulation and Signal Timing Optimization Tool

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ISBN 13 :
Total Pages : 121 pages
Book Rating : 4.:/5 (835 download)

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Book Synopsis Development of an Integrated Microscopic Traffic Simulation and Signal Timing Optimization Tool by :

Download or read book Development of an Integrated Microscopic Traffic Simulation and Signal Timing Optimization Tool written by and published by . This book was released on 2007 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Investigation of Schedules for Traffic Signal Timing Optimization

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ISBN 13 :
Total Pages : 32 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Investigation of Schedules for Traffic Signal Timing Optimization by : Byungkyu Park

Download or read book Investigation of Schedules for Traffic Signal Timing Optimization written by Byungkyu Park and published by . This book was released on 2005 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traffic signal optimization is recognized as one of the most cost-effective ways to improve urban mobility; however the extent of the benefits realized could significantly depend on how often traffic signal re-optimization occurs. Using a case study from the Northern Virginia Smart Traffic Signal System (NVSTSS), this project sought to determine how often traffic signals need to be re-optimized to provide the greatest benefits. This project developed a new traffic signal timing plan evaluation and optimization program by combining the Integrated SYNCHRO and Platoon Dispersion (ISAPD) model and the OptQuest optimization program. Based on 2001 (base scenario) and 2004 traffic data, five scenarios of re-optimization time intervals (i.e., 2 weeks, 4 weeks, 8 weeks, 16 weeks, and 1 year) were investigated. Study results indicate that (1) determining time intervals for re-optimization in the NVSTSS is feasible; (2) among the various re-optimization time intervals investigated for the Route 50 case study network, the time interval of 1 year was the best for both midday and the PM peak; and (3) the annual net savings from implementing this 1-year re-optimization time interval could be as high as $107,340 and $254,436, respectively, given the assumptions used in the study. The report recommends (1) the annual re-optimization of the Route 50 corridor traffic signal system; (2) the NVSTSS implementation of the combined ISAPS and OptQuest program for measuring "regrets" of not maintaining the optimal timing plan; (3) the adoption by VDOT traffic engineers of the methodology developed in this study, which is based on the combined ISAPD and OptQuest program, for making decisions regarding traffic signal re-optimization; and (4) a future study to investigate the impact of traffic volume growth rates and changes in turning movements as a means of assisting with determinations about traffic signal timing plan re-optimization.

Virginia State Documents

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ISBN 13 :
Total Pages : 216 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Virginia State Documents by :

Download or read book Virginia State Documents written by and published by . This book was released on 2005 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:

RFQ Number 04-02 (C14) Rebid

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Publisher :
ISBN 13 :
Total Pages : 182 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis RFQ Number 04-02 (C14) Rebid by : L. James French

Download or read book RFQ Number 04-02 (C14) Rebid written by L. James French and published by . This book was released on 2006 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Encyclopedia of Transportation

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Publisher : SAGE Publications
ISBN 13 : 1483389804
Total Pages : 3181 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Encyclopedia of Transportation by : Mark Garrett

Download or read book Encyclopedia of Transportation written by Mark Garrett and published by SAGE Publications. This book was released on 2014-08-13 with total page 3181 pages. Available in PDF, EPUB and Kindle. Book excerpt: Viewing transportation through the lens of current social, economic, and policy aspects, this four-volume reference work explores the topic of transportation across multiple disciplines within the social sciences and related areas, including geography, public policy, business, and economics. Features: Approximately 675 signed articles authored by prominent scholars are arranged in A-to-Z fashion and conclude with Further Readings and cross references. A Chronology helps readers put individual events into historical context; a Reader’s Guide organizes entries by broad topical or thematic areas; a detailed index helps users quickly locate entries of most immediate interest; and a Resource Guide provides a list of journals, books, and associations and their websites. While articles were written to avoid jargon as much as possible, a Glossary provides quick definitions of technical terms. To ensure full, well-rounded coverage of the field, the General Editor with expertise in urban planning, public policy, and the environment worked alongside a Consulting Editor with a background in Civil Engineering. The index, Reader’s Guide, and cross references combine for thorough search-and-browse capabilities in the electronic edition. Available in both print and electronic formats, Encyclopedia of Transportation is an ideal reference for libraries and those who want to explore the issues that surround transportation in the United States and around the world. Key Themes: Administration, Operations, and Evaluation Air Transportation Systems Economics of Transportation Energy, Environmental, and Health Impacts Facilities and Infrastructure Intermodal Transportation Systems International Transportation and Policy Labor Issues/Employee Relations Planning and Policy Safety and Security Social Issues in Transportation Surface Transportation Systems Technology, Design, and Engineering Transportation, Finance of Transportation Legislation Transportation Modeling Transportation Organizations and Agencies Travel Behavior and Research Water Transportation Systems