Application of Bat Algorithm for Transport Network Design Problem
Joint Authors
Srivastava, Sweta
Sahana, Sudip Kumar
Source
Applied Computational Intelligence and Soft Computing
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-01-01
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Information Technology and Computer Science
Abstract EN
The requirement of the road services and transportation network development planning came into existence with the development of civilization.
In the modern urban transport scenario with the forever mounting amount of vehicles, it is very much essential to tackle network congestion and to minimize the travel time.
This work is based on determining the optimal wait time at traffic signals for the microscopic discrete model.
The problem is formulated as a bilevel model.
The upper layer optimizes the travel time by reducing the wait time at traffic signal and the lower layer solves the stochastic user equilibrium.
Soft computing techniques like Genetic Algorithms, Ant Colony Optimization, and many other biologically inspired techniques prove to give good results for bilevel problems.
Here this work uses Bat Intelligence to solve the transport network design problem.
The results are compared with the existing techniques.
American Psychological Association (APA)
Srivastava, Sweta& Sahana, Sudip Kumar. 2019. Application of Bat Algorithm for Transport Network Design Problem. Applied Computational Intelligence and Soft Computing،Vol. 2019, no. 2019, pp.1-12.
https://search.emarefa.net/detail/BIM-1117614
Modern Language Association (MLA)
Srivastava, Sweta& Sahana, Sudip Kumar. Application of Bat Algorithm for Transport Network Design Problem. Applied Computational Intelligence and Soft Computing No. 2019 (2019), pp.1-12.
https://search.emarefa.net/detail/BIM-1117614
American Medical Association (AMA)
Srivastava, Sweta& Sahana, Sudip Kumar. Application of Bat Algorithm for Transport Network Design Problem. Applied Computational Intelligence and Soft Computing. 2019. Vol. 2019, no. 2019, pp.1-12.
https://search.emarefa.net/detail/BIM-1117614
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1117614