期刊论文

Chen, WH

英文

Expert Systems with Applications

0957-4174

2025

272

126693

10.1016/j.eswa.2025.126693

CRediT authorship contribution statement Weijie Wang: Conceptualization, Methodology, Software, Validation, Investigation, Formal analysis, Writing – original draft, Writing – review & editing. Wenhui Chen: Conceptualization, Methodology, acquisition, Writing – review & editing, Supervision. Li Yan: Conceptualization, Methodology, Supervision. Yanqing Yang: Conceptualization, Supervision. Huihuang Zhao: Conceptualization, Supervision.

本校为第一且通讯机构

The processing of large volumes of time series data across various fields presents significant challenges, particularly when it comes to effectively managing floating-point numbers. Current dual precision floating-point lossless compression algorithms often struggle to deliver exceptional performance on diverse datasets, highlighting their inherent limitations. To address this issue, we propose a novel method called the Heuristic Genetic Algorithm Parameter Optimizer for Lossless Compression of Time Series Floating Point Data (HGA-ACTF). This method features a highly effective parameter optimi...