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Applying the intelligence of ant and tabu search to solve the 8-puzzle problem
Author
Source
al- Rafidain Journal of Computer Sciences and Mathematics
Issue
Vol. 10, Issue 2 (31 Aug. 2013), pp.101-112, 12 p.
Publisher
University of Mosul College of Computer Science and Mathematics
Publication Date
2013-08-31
Country of Publication
Iraq
No. of Pages
12
Main Subjects
Topics
Abstract AR
The research tackled artificial intelligent methods to solve one of the optimization problems by using artificial ant by applying ant colony optimization algorithm and also tabu search algorithm to find the solution of sliding tile 8-puzzel problem.
In ant colony algorithm generated many possible solutions depending on finding the difference tiles in initial state from the goal and moving accordingly in the current state of the problem.
In Tabu search, many possible solutions have been generated according to the replacement relation between different tiles in initial state to find the optimal solution from many solutions.
In this research, the experimental show is very speed to obtain the goal.
The source code is written in MATLAB language to simulate these two algorithms.
American Psychological Association (APA)
Shaban, Ruqayah Zaydan. 2013. Applying the intelligence of ant and tabu search to solve the 8-puzzle problem. al- Rafidain Journal of Computer Sciences and Mathematics،Vol. 10, no. 2, pp.101-112.
https://search.emarefa.net/detail/BIM-341421
Modern Language Association (MLA)
Shaban, Ruqayah Zaydan. Applying the intelligence of ant and tabu search to solve the 8-puzzle problem. al- Rafidain Journal of Computer Sciences and Mathematics Vol. 10, no. 2 (2013), pp.101-112.
https://search.emarefa.net/detail/BIM-341421
American Medical Association (AMA)
Shaban, Ruqayah Zaydan. Applying the intelligence of ant and tabu search to solve the 8-puzzle problem. al- Rafidain Journal of Computer Sciences and Mathematics. 2013. Vol. 10, no. 2, pp.101-112.
https://search.emarefa.net/detail/BIM-341421
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 112
Record ID
BIM-341421