Simulated Annealing Approach to Improve the Effectiveness of Web Information Retrieval Process

The emergence of the internet has revolutionized the process of information retrieval. However, web-based information retrieval systems are faced with several challenges that were not present in traditional setups. To address these challenges and provide efficient and effective retrieval of web docu...

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Veröffentlicht in:NeuroQuantology 2022-01, Vol.20 (7), p.4173
Hauptverfasser: Ramya, C, Paramesh, S P
Format: Artikel
Sprache:eng
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Zusammenfassung:The emergence of the internet has revolutionized the process of information retrieval. However, web-based information retrieval systems are faced with several challenges that were not present in traditional setups. To address these challenges and provide efficient and effective retrieval of web documents, a modified particle swarm optimization approach has been proposed. The proposed method incorporates the Simulated Annealing technique, a probabilistic approach that predicts global optimization in large search spaces, in conjunction with PSO
ISSN:1303-5150
DOI:10.48047/NQ.2022.20.7.NQ33509