Authors
Ana C Olivera, Mariano Frutos, Jessica A Carballido, Ignacio Ponzoni, Nélida B Brignole
Publication date
2009
Conference
Bio-Inspired Systems: Computational and Ambient Intelligence: 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part I 10
Pages
1272-1279
Publisher
Springer Berlin Heidelberg
Description
In this work a memetic algorithm for the Bus Network Scheduling Problem (BNSP) is presented. The algorithm comprises two stages: the first one calculates the distance among all the pairs of bus stops, and the second one is a MOEA that uses a novel simulation procedure for the calculus of the fitness function. This simulation method was specially developed for the BNSP. The EA used for the second stage was selected between the IBEA, NSGA-II and SPEA2 by means of some PISA tools. As a result of this experimentation, the SPEA2 was preferred since it presents the more spread solution set.
Total citations
Scholar articles
AC Olivera, M Frutos, JA Carballido, I Ponzoni… - Bio-Inspired Systems: Computational and Ambient …, 2009