A Detailed Study on Information Retrieval using Genetic Algorithm
Md. Abu Kausar 1,
Md. Nasar 2, and
Sanjeev Kumar Singh 3
1. Department of Computer & System Sciences
Jaipur National University, Jaipur, India
2. School of Computing Science & Engineering Galgotias University, Gr. Noida, India
3. Department of Mathematics Galgotias University, Gr. Noida, India
2. School of Computing Science & Engineering Galgotias University, Gr. Noida, India
3. Department of Mathematics Galgotias University, Gr. Noida, India
Abstract—Information Retrieval (IR) deals with searching, retrieving and presenting information within the WWW and online databases and also searches the web documents. Genetic Algorithms (GA) are robust and efficient search and optimization techniques inspired by the Darwin's theory of natural evolution. In this paper, the applicability of Genetic algorithm (GA) in the field of information retrieval and a review on how a Genetic Algorithm is applied to different problem domains in information retrieval is discussed.
Index Terms—genetic algorithm, information retrieval, genetic operators, Web Search, information retrieval system
Cite: Md. Abu Kausar, Md. Nasar, and Sanjeev Kumar Singh, "A Detailed Study on Information Retrieval using Genetic Algorithm," Journal of Industrial and Intelligent Information, Vol.1, No.3, pp. 122-127, September 2013. doi: 10.12720/jiii.1.3.122-127
Index Terms—genetic algorithm, information retrieval, genetic operators, Web Search, information retrieval system
Cite: Md. Abu Kausar, Md. Nasar, and Sanjeev Kumar Singh, "A Detailed Study on Information Retrieval using Genetic Algorithm," Journal of Industrial and Intelligent Information, Vol.1, No.3, pp. 122-127, September 2013. doi: 10.12720/jiii.1.3.122-127