Research Article
A Cognitive Approach to solve Water Jugs Problem
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 124 - Issue 17 |
| Published: August 2015 |
| Authors: Divya Saxena, Naveen Kumar Malik, V.R. Singh |
10.5120/ijca2015905826
|
Divya Saxena, Naveen Kumar Malik, V.R. Singh . A Cognitive Approach to solve Water Jugs Problem. International Journal of Computer Applications. 124, 17 (August 2015), 45-54. DOI=10.5120/ijca2015905826
@article{ 10.5120/ijca2015905826,
author = { Divya Saxena,Naveen Kumar Malik,V.R. Singh },
title = { A Cognitive Approach to solve Water Jugs Problem },
journal = { International Journal of Computer Applications },
year = { 2015 },
volume = { 124 },
number = { 17 },
pages = { 45-54 },
doi = { 10.5120/ijca2015905826 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2015
%A Divya Saxena
%A Naveen Kumar Malik
%A V.R. Singh
%T A Cognitive Approach to solve Water Jugs Problem%T
%J International Journal of Computer Applications
%V 124
%N 17
%P 45-54
%R 10.5120/ijca2015905826
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Water-jug problem is a famous problem in the field of artificial intelligence, computer programming, recreational mathematics and psychology. Classical methods used to solve this problem are Depth first search, Breadth first search, Diophantine approach, etc. These methods are memory and time consuming. This paper implemented a cognitive approach with two new methods to solve water jug problem using the problem space computational model (PSCM) processing strategy of soar software. Result analyzed in term of time.
References
- SOAR: A Cognitive Architecture http://soar.eecs.umich.edu/articles/downloads/soar-suite/103-soar-suite-9-4-0
- Laird, J. E. 2014 Soar Cognitive Architecture. Water_Jug_Simple_Agent.zip http://soar.eecs.umich.edu/articles/downloads/agents/153-water-jug-simple
- Laird, J. E. 2014 Soar9 Tutorial Part 1. University of Michigan, 1-44
- Laird, J. E. 2012 The Soar Cognitive Architecture. MIT Press.
- Saxena, D. and Malik, N. K. 2015. Understanding Soar: An outside’s perspective. In Proceedings of the Second National Conference on Machine Intelligence and Research Advancement, 43-51.
- Man, Y. K. 2013. An Arithmetic approach to the General Two Water Jugs Problem. International Association of Engineers, 145-147.
- Leon, F., Horia, Z. and Galea, D. 2005. A Heuristic for Solving the Generalized Water Jugs Problem. Bulletin. Polytechnic Institute of Iaşi, tome LI (LV), 1-4.
- Carder, H. P., Handley S. J., Perfect, T. J. 2008. Counter Intuitive and alternative moves choice in the Water Jug Task. Brain and Cognition. Science Direct, 11-20.
- Aggrawal and Anderson, R. J. 1988. A Random Algorithm for Depth First Search. Combination, 1-12.
- Laird, J. E., 2008. Extending the Soar Cognitive Architecture. Frontiers in Artificial Intelligence and applications. IOS Press, 224-235.
- Cognitive architecture http://en.wikipedia.org/wiki/Cognitive_architecture
- Soar (cognitive architecture) http://en.wikipedia.org/wiki/Soar_(cognitive_architecture)
- Forward chaining https://en.wikipedia.org/wiki/Forward_chaining
- Backward chaining https://en.wikipedia.org/wiki/Backward_chaining
Index Terms
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