金融资源配置收益率与风险的多目标优化研究

S. Wan
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引用次数: 0

摘要

针对金融资源优化配置中存在的问题,建立了优化模型,并计算了最优配置系数。借助马科维茨的投资理论,对投资风险和回报率两个指标进行了定量分析。首先,通过对金融资源配置效率和风险的分析,建立了金融资源配置效率模型,并将其分解为一个有限的0-1规划问题,采用匈牙利法进行求解。其次,考虑配置风险最小和期望收益最大,采用渐进优化算法求解多目标模型;该模型反映了不满意和风险规避这两个理性投资行为的特征。分析表明,该模型具有较强的适用性,有望提高金融资源的配置效率,降低配置风险。
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Research on the Multi-Objective Optimization for Return Rate and Risk of Financial Resource Allocation
Aiming at the problems existing in the optimal allocation of financial resources, this paper establishes an optimization model and calculates the optimal allocation coefficient. With the help of Markowitz's investment theory, two indicators, which are investment risk and return rate, are analyzed quantitatively. Firstly, by analyzing the allocation efficiency and risk of financial resources, the allocation efficiency model is established, and the problem is decomposed into a finite 0-1 programming problem, which is solved by Hungarian Method. Secondly, considering the minimum allocation risk and the expected maximum return, the multi-objective model is solved by progressive optimal algorithm. The model reflects both unsatisfaction and risk avoidance which are the two characteristics of rational investment behavior. The analysis shows that the model has strong applicability and can be expected to improve the allocation efficiency of financial resources and reduce the allocation risk.
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