Tabu annealing: an efficient and scalable strategy for document retrieval. (13th August 2009)

• Record Type: Journal Article
• Authors: Latha, K.; Rajaram, R.
• Is Part Of: International journal of intelligent information and database systems. Volume 3:Number 3(2009)
• Page Start: 326
• Page End: 337
• Publication Date: 2009-08-13
• Subjects: tabu search -- simulated annealing -- heuristic approach -- solution space -- clustering algorithms -- text documents -- document retrieval -- information retrieval -- tabu annealing; Database management -- Computer programs -- Periodicals; Information retrieval -- Computer programs -- Periodicals; Information storage and retrieval systems -- Computer programs -- Periodicals; Artificial intelligence -- Periodicals; Expert systems (Computer science) -- Periodicals; Intelligent agents (Computer software) -- Periodicals; 006.33
• Languages: English
• ISSNs: 1751-5858

Abstract

This paper implements clustering algorithm to the convergence of solution space for large sets of text documents and applies retrieval methodologies to find the information of interest. We propose tabu annealing, a heuristic approach which is a combination of tabu search and simulated annealing with clustering approach. The results of the proposed approach are superior to simulated annealing and tabu search in terms of precision, recall, F-measure, mean fitness, search space and time complexity.