Intelligent accounting optimization method based on meta-heuristic algorithm and CNN.

ABSTRACT: The evolution of social intelligence has led to the adoption of intelligent accounting practices in enterprises. To enhance the efficiency of enterprise accounting operations and improve the capabilities of accountants, we propose an intelligent accounting optimization approach that integrates meta-heuristic algorithms with convolutional neural networks (CNN). First, we enhance the CNN framework by incorporating document and voucher information into accounting audits, creating a multi-modal feature extraction mechanism. Utilizing these multi-modal accounting features, we then introduce a method for assessing accounting quality, which objectively evaluates financial performance. Finally, we propose an optimization technique based on meta-heuristic principles, combining genetic algorithms wi

SUBMITTER: Dong Y 

PROVIDER: S-EPMC11419630 | biostudies-literature | 2024

REPOSITORIES: biostudies-literature