The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 10, 2015

Filed:

Oct. 26, 2012
Applicant:

Xerox Corporation, Norwalk, CT (US);

Inventors:

Guangyu Zou, Webster, NY (US);

Rakesh Kulkarni, Webster, NY (US);

Ming Yang, Fairport, NY (US);

Assignee:

Xerox Corporation, Norwalk, CT (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 17/10 (2006.01); G08G 1/01 (2006.01); G06N 3/12 (2006.01); G08G 1/0968 (2006.01); G06N 5/00 (2006.01);
U.S. Cl.
CPC ...
G08G 1/0112 (2013.01); G06N 3/126 (2013.01); G08G 1/0141 (2013.01); G08G 1/096811 (2013.01); G08G 1/096844 (2013.01); G06N 5/00 (2013.01);
Abstract

Methods, systems and processor-readable media for modeling and optimizing multiple ITS (Intelligent Transportation System) strategies utilizing a systematic genetic algorithm. A traffic simulation model can be configured in conjunction with a genetic algorithm based optimization engine for optimizing the transportation models. An origin-destination matrix that minimizes discrepancies between a simulated and an observed link traffic count can be estimated by considering a road network and a traffic count with respect to a region. A driver behavior can then be determined utilizing the origin-destination matrix via calibration so that the simulation model can replicate a freeway traffic flow in the region. An optimal parameter with respect to the ITS strategies can be determined to optimize a set goal with respect to a given constraint. Such an approach meets a level of service (LOS) metric as well as a revenue target under the applied ITS strategies.


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