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多目标条件风险值问题的等价定理(英文)

An Equality Theorem on Multiobjective Optimization of Conditional Value-at-Risk
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摘要 条件风险值问题是研究信用风险最优化的一种新的模型,本文研究了一类多目标条件风险值问题等价定理,我们引入了多个损失函数在对应的置信水平下关于一个证券组合的α-VaR损失值(最小信用风险值)和α-CVaR损失值(最小信用风险值对应的条件期望损失值或条件风险价值度量)概念,为了求得α-CVaR损失值下的弱Pareto有效解,我们证明了它等价于求解另一个多目标规划问题的Pareto有效解,这样使得问题的求解变得简单. The Conditional Value-at-Risk is a new model to study the optimal problems of the credit risk. This paper study an equality theorem on multiobjective optimization of Conditional Value-at-Risk. We introduce the definitions of a-VaR loss value and a-CVaR of multi loss function with respect to a portfolio under corresponding confidence level. In order to get Pareto weakly efficient solution under a-CVaR loss value, we prove that it equal to Pareto efficient solution of another problem of multiobjective programming, making it easy to solve.
出处 《运筹学学报》 CSCD 北大核心 2005年第1期65-69,共5页 Operations Research Transactions
基金 The project was supported by the National Natural Science Foundation of China with grant 72072021.
关键词 风险值 问题 信用风险 风险价值 证券组合 条件期望 CV 等价定理 有效解 求解 Operations research, credit risk, loss function, CVaR loss value, Pareto efficient solution
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