运筹与管理
運籌與管理
운주여관리
OPERATIONS RESEARCH AND MANAGEMENT SCIENCE
2015年
2期
178-184
,共7页
管理科学与工程%行为证券投资组合%累积前景理论%心理账户%心理行为%优化模型
管理科學與工程%行為證券投資組閤%纍積前景理論%心理賬戶%心理行為%優化模型
관이과학여공정%행위증권투자조합%루적전경이론%심리장호%심리행위%우화모형
management science and engineering%behavioral portfolio%cumulative prospect theory%mental accounts%psychological behaviors%optimization model
在现实的证券投资组合决策中,决策者的心理行为是不可忽视的重要因素。本文针对考虑决策者心理行为的证券投资组合问题,给出了一种基于累积前景理论和心理账户的决策分析方法。首先,依据累积前景理论,将决策者对不同市场状态下的预期收益率作为参考点,计算各备选证券收益率相对于参照点的收益和损失,并计算不同市场状态下针对所有备选证券的综合前景价值;然后,依据决策者的心理账户,即以证券投资组合的收益总体综合前景价值最大为目标、以投资期末总财富阈值以及满足财富约束的概率不小于决策者设定的概率阈值为约束,构建了具有概率约束条件的证券投资组合优化模型,通过将概率约束转化为线性约束并求解优化模型,可得到最优的证券投资组合方案。最后,通过一个算例对本文提出方法的可行性和有效性进行了验证。研究结果表明,本文提出的方法能够较好地解决考虑决策者心理行为的证券投资组合问题。
在現實的證券投資組閤決策中,決策者的心理行為是不可忽視的重要因素。本文針對攷慮決策者心理行為的證券投資組閤問題,給齣瞭一種基于纍積前景理論和心理賬戶的決策分析方法。首先,依據纍積前景理論,將決策者對不同市場狀態下的預期收益率作為參攷點,計算各備選證券收益率相對于參照點的收益和損失,併計算不同市場狀態下針對所有備選證券的綜閤前景價值;然後,依據決策者的心理賬戶,即以證券投資組閤的收益總體綜閤前景價值最大為目標、以投資期末總財富閾值以及滿足財富約束的概率不小于決策者設定的概率閾值為約束,構建瞭具有概率約束條件的證券投資組閤優化模型,通過將概率約束轉化為線性約束併求解優化模型,可得到最優的證券投資組閤方案。最後,通過一箇算例對本文提齣方法的可行性和有效性進行瞭驗證。研究結果錶明,本文提齣的方法能夠較好地解決攷慮決策者心理行為的證券投資組閤問題。
재현실적증권투자조합결책중,결책자적심리행위시불가홀시적중요인소。본문침대고필결책자심리행위적증권투자조합문제,급출료일충기우루적전경이론화심리장호적결책분석방법。수선,의거루적전경이론,장결책자대불동시장상태하적예기수익솔작위삼고점,계산각비선증권수익솔상대우삼조점적수익화손실,병계산불동시장상태하침대소유비선증권적종합전경개치;연후,의거결책자적심리장호,즉이증권투자조합적수익총체종합전경개치최대위목표、이투자기말총재부역치이급만족재부약속적개솔불소우결책자설정적개솔역치위약속,구건료구유개솔약속조건적증권투자조합우화모형,통과장개솔약속전화위선성약속병구해우화모형,가득도최우적증권투자조합방안。최후,통과일개산례대본문제출방법적가행성화유효성진행료험증。연구결과표명,본문제출적방법능구교호지해결고필결책자심리행위적증권투자조합문제。
Decision makers ’ psychological behaviors cannot be ignored in the real portfolio decision-making .In this paper , a decision analysis method based on cumulative prospect theory and mental account is proposed to solve the portfolio decision-making problem considering the decision-makers’ psychological behaviors .First, de-cision makers ’ expected returns are regarded as the reference points , according to cumulative prospect theory , the gain and loss of each security ’ s return with respect to reference points are calculated and comprehensive prospect values of all candidate securities in different market states are calculated .Then , according to the deci-sion-makers ’ mental account , an optimization model for portfolio decision-making with probability constraint is constructed, whose objective is to maximize decision-makers’ overall comprehensive prospect value , and whose constraints contain wealth threshold constraint and the probability constraint .After translating the probability con-straint into linear constraints , portfolio alternative is obtained by solving the linear optimization model .Finally, a numerical example is used to verify the feasibility and validity of the method proposed in this paper .The results show that the method proposed in this paper can solve the securities portfolio problem considering decision -makers’ psychological behaviors .