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An Adaptive Estimation of Distribution Algorithm for Multi-Policy Insurance Investment Planning

Wen Shi, Wei-Neng Chen, Ying Lin, Tianlong Gu, Sam Kwong, Jun Zhang
2017 IEEE Transactions on Evolutionary Computation  
In this paper, we aim to propose a practical approach to multipolicy insurance investment planning with a data-driven model and an estimation of distribution algorithm (EDA).  ...  Index Terms-Data-driven, endowment insurance, estimation of distribution algorithm (EDA), hospitalization insurances, mixed-variable optimization.  ...  Estimation of Distribution Algorithm EDA [17] is an evolutionary algorithm based on statistical learning theory.  ... 
doi:10.1109/tevc.2017.2782571 fatcat:gwktm4ynazdktcdi6hl4pcnrpa

An Adaptive Covariance Scaling Estimation of Distribution Algorithm

Qiang Yang, Yong Li, Xu-Dong Gao, Yuan-Yuan Ma, Zhen-Yu Lu, Sang-Woon Jeon, Jun Zhang
2021 Mathematics  
an adaptive covariance scaling strategy for the covariance estimation.  ...  To solve the increasingly complicated optimization problems with high effectiveness, this paper proposes an adaptive covariance scaling estimation of distribution algorithm (ACSEDA) based on the Gaussian  ...  optimization problems [23] and multi-objective optimization problems [24] , but also they have been employed to solve many real-world problems, such as multipolicy insurance investment planning [25  ... 
doi:10.3390/math9243207 fatcat:km2ilrte2vaidddnoikxtwsiye