Hyper-heuristic Technique to Generate Adaptive Strategies for Computational Problems |
Author(s): |
| Akshay Neel , PES MODERN COLLEGE OF ENGINEERING; Nikhil Joshi, PES MODERN COLLEGE OF ENGINEERING; Mayur Newase, PES MODERN COLLEGE OF ENGINEERING |
Keywords: |
| Artificial Intelligence, Hyper Heuristic, Computational Problems, IPD, CTSP |
Abstract |
|
Heuristic methods have been successfully applied in solving a variety of computational search problems. But Heuristic methods are deterministic. They cannot be used for hard search problems. In this study we use set of simple heuristics to generate adaptive strategies for such hard computational search problems. Hyper heuristics are considered to be method to build systems which can handle different classes of search problems using the same algorithm. System uses hyper heuristic approach to solve problems like Iterated Prisoner's dilemma, competitive traveling salesmen problem. This method provides an efficient way to develop new strategies for computational problems based on existing strategies. |
Other Details |
|
Paper ID: IJSRDV6I50255 Published in: Volume : 6, Issue : 5 Publication Date: 01/08/2018 Page(s): 682-685 |
Article Preview |
|
|
|
|
