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Bio-inspired Computational Optimization of Speed in an Unplanned Traffic and Comparative Analysis Using Population Knowledge Base Factor

  • Prasun Ghosal
  • Arijit Chakraborty
  • Sabyasachee Banerjee
Part of the Advances in Intelligent and Soft Computing book series (AINSC, volume 166)

Abstract

Bio- inspired Computational Optimization of Speed in Unplanned Traffic and the comparative analysis is a very promising research problem. Searching for an efficient optimization method or technique to formulate optimal solution of a given problem in hand is very challenging and thereby to increase the traffic flow in an unplanned zone is a widely concerning issue. However, there has been a limited research effort on the optimization of the lane usage with speed optimization. This paper presents a novel technique to solve the problem optimally using the knowledge base analysis of speeds of vehicles, using partial modification of Bio Inspired Algorithm (Ant Colony Optimization) which, in turn will act as a guide and baseline for designing lanes optimally to provide better optimized traffic with less number of transitions between lanes.

Keywords

Arrival Time Current Speed Speed Optimization Urban Freeway Highway Capacity Manual 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
    Kononov, J., Bailey, B., Allery, B.K.: The relationship between safety and congestion. Journal of the Transportation Research Board, No. 2083Google Scholar
  2. 2.
    Differentiated speed limits. In: European Transport Conference Differentiated Speed Limits (2007)Google Scholar
  3. 3.
    Messer, C.J., Fambro, D.B.: Critical lane analysis for intersection design. Transportation Research Record No. 644, 26–35 (1977)Google Scholar
  4. 4.
    Ghosal, P., Chakraborty, A., Das, A., Kim, T.-H., Bhattacharyya, D.: Design of Non-accidental Lane. In: Advances in Computational Intelligence, Man-Machine Systems and Cybernetics, pp. 188–192. WSEAS Press (2010)Google Scholar
  5. 5.
    Ghosal, P., Chakraborty, A., Banerjee, S.: Design of Efficient Knowledge Based Speed Optimization Algorithm in Unplanned Traffic. IUP Journal of Computer Sciences (in press)Google Scholar

Copyright information

© Springer-Verlag GmbH Berlin Heidelberg 2012

Authors and Affiliations

  • Prasun Ghosal
    • 1
  • Arijit Chakraborty
    • 2
  • Sabyasachee Banerjee
    • 2
  1. 1.Department of Information TechnologyBengal Engineering and Science UniversityHowrahIndia
  2. 2.Department of Computer Science and EngineeringHeritage Institute of TechnologyKolkataIndia

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