Chapter
Nov 12, 2013

Parameter Estimation of Logit Route Choice Model by Artificial Bee Colony Algorithm

Publication: ICTE 2013: Safety, Speediness, Intelligence, Low-Carbon, Innovation

Abstract

A modified Artificial Bee Colony Algorithm, which is an emergent intelligent swarm algorithm with strong optimization ability, is proposed to estimate the parameters of Logit route choice mode. It can be used to reduce computation and increase accuracy. The algorithm takes the logarithmic likelihood function of the Logit model as the objective function and the utility function coefficients as variables, which are the parameters to be calibrated. The characteristic variables are given by survey data. Finally, parameters are obtained by maximizing the utility function. The numerical example shows that the proposed method is able to estimate Logit model parameters rapidly and effectively and has a better performance compared with traditional methods.

Get full access to this article

View all available purchase options and get full access to this chapter.

Information & Authors

Information

Published In

Go to ICTE 2013
ICTE 2013: Safety, Speediness, Intelligence, Low-Carbon, Innovation
Pages: 2959 - 2964

History

Published online: Nov 12, 2013

Permissions

Request permissions for this article.

Authors

Affiliations

Changxiang Zhao
School of Engineering, Sun Yat-sen University, Guangzhou, 510006, China
School of Engineering, Sun Yat-sen University, Guangzhou, 510006, China. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Paper
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Paper
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share