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題名 On the application of efficient hybrid heuristic algorithms – An insurance
作者 Yua,Tzu-Yi ; Lee,Yung-Tsung ; Huang,Hong-Chih
游子宜;李永琮;黃泓智
貢獻者 風管系
關鍵詞 Evolution strategies; Multi-period asset allocation; With-profit policy
日期 2012-11
上傳時間 27-Feb-2014 17:05:54 (UTC+8)
摘要 This paper proposes an optimization approach for generating an investment strategy for multi-period asset-liability management of long-term with-profit life insurance policies. Our approach uses models to simulate the processes insurance companies employ when determining multi-period investment strategies over a given planning horizon. The approach utilizes an enhanced heuristic algorithm to determine optimal multi-period investment strategies. Simulation models take into account asset numbers, objective functions, and asset allocation frequency. Strategy performance is evaluated by applying three single-period investment strategies to the simulation models. Computational results not only verify the efficiency and robustness of the algorithm, but also demonstrate the effectiveness of frequent asset reallocation, and dispute the suitability of traditional top-down investment strategies in maximizing investment returns of with-profit insurance policies.
關聯 Applied Soft Computing, 12(11), 3452-3461
資料類型 article
DOI http://dx.doi.org/10.1016/j.asoc.2012.07.016
dc.contributor 風管系en_US
dc.creator (作者) Yua,Tzu-Yi ; Lee,Yung-Tsung ; Huang,Hong-Chihen_US
dc.creator (作者) 游子宜;李永琮;黃泓智zh_TW
dc.date (日期) 2012-11en_US
dc.date.accessioned 27-Feb-2014 17:05:54 (UTC+8)-
dc.date.available 27-Feb-2014 17:05:54 (UTC+8)-
dc.date.issued (上傳時間) 27-Feb-2014 17:05:54 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/64290-
dc.description.abstract (摘要) This paper proposes an optimization approach for generating an investment strategy for multi-period asset-liability management of long-term with-profit life insurance policies. Our approach uses models to simulate the processes insurance companies employ when determining multi-period investment strategies over a given planning horizon. The approach utilizes an enhanced heuristic algorithm to determine optimal multi-period investment strategies. Simulation models take into account asset numbers, objective functions, and asset allocation frequency. Strategy performance is evaluated by applying three single-period investment strategies to the simulation models. Computational results not only verify the efficiency and robustness of the algorithm, but also demonstrate the effectiveness of frequent asset reallocation, and dispute the suitability of traditional top-down investment strategies in maximizing investment returns of with-profit insurance policies.en_US
dc.format.extent 417390 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Applied Soft Computing, 12(11), 3452-3461en_US
dc.subject (關鍵詞) Evolution strategies; Multi-period asset allocation; With-profit policyen_US
dc.title (題名) On the application of efficient hybrid heuristic algorithms – An insuranceen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1016/j.asoc.2012.07.016-
dc.doi.uri (DOI) http://dx.doi.org/10.1016/j.asoc.2012.07.016-