|
|
Digital Library of the
European Council for Modelling and Simulation |
|
Title: |
Santa Fe Trail For Artificial Ant With Simulating Annealing –
Preliminary Study |
|
Authors: |
Zuzana Oplatková,
Ivan Zelinka |
|
Published in:
|
(2006).ECMS
2006 Proceedings edited by: W. Borutzky, A. Orsoni, R. Zobel. European
Council for Modeling and Simulation. doi:10.7148/2006 ISBN:
0-9553018-0-7 20th
European Conference on Modelling and Simulation, Bonn,
May 28-31, 2006 |
|
Citation
format: |
Oplatkova, Z., & Zelinka,
I. (2006). Santa Fe Trail For Artificial Ant With Simulating Annealing –
Preliminary Study. ECMS 2006 Proceedings edited by: W. Borutzky,
A. Orsoni, R. Zobel
(pp. 56-61). European Council for Modeling and Simulation. doi:10.7148/2006-0056 |
|
DOI: |
http://dx.doi.org/10.7148/2006-0056 |
|
Abstract: |
The paper deals
with a novelty tool for symbolic regression – Analytic Programming (AP) which
is able to solve various problems from the symbolic regression domain. One of
tasks for it can be setting an optimal trajectory for artificial ant on Santa
Fe trail which is main application of Analytic Programming in this paper. In
this contribution main principles of AP are described and explained. In second part of
the article how AP was used for setting an optimal trajectory for artificial
ant according the user requirements is in detail described. An ability to
create so called programms, as well as Genetic
Programming (GP) or Grammatical Evolution (GE) do, is shown in that part. AP
is a superstructure of evolutionary algorithms which are necessary to run AP. In this
contribution Simulated Annealing as an evolutionary algorithm was used to
carry preliminary simulations out. |
|
Full
text: |
|
