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Application of the consensus method in a multiagent financial decision support system

机译:共识方法在多主体财务决策支持系统中的应用

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摘要

Financial decisions are supported by different methods, based mainly on statistics, mathematics, behaviorism, artificial intelligence or experts' opinion sentiment analysis. The main problem is that under conditions of risk and uncertainty predicting financial markets can be very difficult. This paper presents an approach to investment strategy design for a multiagent system which supports investment decisions on the stock market. Individual components and functionalities of the multiagent financial decision support system method have been briefly described. On the basis of decisions generated by agents, the Supervisor Agent uses a consensus method to generate a satisfactory rate of return and reduce the level of risk associated with investing in a financial instrument. Verification of the effectiveness of the strategy has been conducted using investments on the Warsaw Stock Exchange.
机译:财务决策有不同的方法支持,这些方法主要基于统计,数学,行为主义,人工智能或专家的观点情感分析。主要问题在于,在风险和不确定性条件下,预测金融市场可能非常困难。本文提出了一种支持股票市场投资决策的多主体系统投资策略设计方法。简要介绍了多主体财务决策支持系统方法的各个组件和功能。根据代理人做出的决策,主管代理人使用共识方法来产生令人满意的回报率并降低与投资金融工具相关的风险水平。使用在华沙证券交易所的投资来验证该策略的有效性。

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