An ACP-Based Parallel Economic System Framework for Economic Analysis

DOI

10.2991/978-94-6463-835-6_78How to use a DOI?

Keywords

Parallel Economy; Simulation; ACP Approach; Agent; Reinforcement Learning

Abstract

Economic analysis plays a vital role in policy-making and economic optimization. Traditional economic analysis methods rely on predefined models to fit economic operation data and simulate the economic evolution process, but these methods suffer from insufficient flexibility and scalability. To address these challenges, we propose a parallel economic system based on the ACP (Artificial systems, Computational experiments, Parallel execution) approach. Specifically, we develop three types of intelligent agents—government, enterprise, and resident—based on the real business cycle model. Using these agents, an artificial economic system is created, capable of generating extensive data for diverse scenarios with various goals and parameters. Computational experiments are then conducted to analyze the generated data, learning optimal solutions for different scenarios. Finally, the learned solutions are applied to reveal economic laws and optimize physical economic systems through parallel execution. The proposed parallel economic system can accurately simulate economic activities under different tax rates and subsidy conditions, providing effective support for decision-makers in formulating economic adjustment policies.

Copyright

© 2025 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Shi Luo
AU  - Linyao Yang
AU  - Xi Cheng
PY  - 2025
DA  - 2025/09/17
TI  - An ACP-Based Parallel Economic System Framework for Economic Analysis
BT  - Proceedings of the 2025 3rd International Academic Conference on Management Innovation and Economic Development (MIED 2025)
PB  - Atlantis Press
SP  - 729
EP  - 738
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-835-6_78
DO  - 10.2991/978-94-6463-835-6_78
ID  - Luo2025
ER  -