Analysis of Archive Library Data System Based on Genetic Algorithm

This study examines the enhancement of library archive systems through genetic algorithms, focusing on improving information retrieval accuracy and efficiency in the era of big data. Our results show significant performance improvements, with the newly developed system achieving data accuracy rates above 99.8% and response times for various functions improved by 5 to 10 times compared to traditional systems. These findings demonstrate the potential of genetic algorithms to modernize library archives, ensuring they meet the evolving needs of users more effectively.

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Published
2024-10-18
DOI
https://doi.org/10.1145/3708036.3708041
Primary Topic
Image Retrieval and Classification Techniques
Type
article
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article

Analysis of Archive Library Data System Based on Genetic Algorithm

Yuan He
Image Retrieval and Classification Techniques
article

Analysis of Archive Library Data System Based on Genetic Algorithm

Yuan He
article en

Abstract

This study examines the enhancement of library archive systems through genetic algorithms, focusing on improving information retrieval accuracy and efficiency in the era of big data. Our results show significant performance improvements, with the newly developed system achieving data accuracy rates above 99.8% and response times for various functions improved by 5 to 10 times compared to traditional systems. These findings demonstrate the potential of genetic algorithms to modernize library archives, ensuring they meet the evolving needs of users more effectively.

Zaozhuang University (CN)
Openalex Percentile: Top 74%
Image Retrieval and Classification Techniques
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Analysis of Archive Library Data System Based on Genetic Algorithm — Yuan He · (2024) | TGRS Research Map | TGRS