Entrepreneurial Decisions on Effort and Project with a Nonconcave Objective Function

• 成果类型: Article
• 署名作者: Bensoussan, Alain; Cadenillas, Abel; Koo, Hyeng Keun
• 署名单位: University of Texas System; University of Texas Dallas; City University of Hong Kong; University of Alberta; Ajou University
• 刊物名称: MATHEMATICS OF OPERATIONS RESEARCH
• ISSN/ISSBN: 0364-765X
• DOI: 10.1287/moor.2014.0702
• 发表日期: 2015
• 页码: 902-914
• 关键词: OPTIMAL PORTFOLIO; prospect-theory; Money management; asset allocation; continuous-time; loss aversion; RISK; CHOICE; consumption; utility

摘要

We propose and solve a general entrepreneurial/managerial decision-making problem. Instead of employing concave objective functions, we use a broad class of nonconcave objective functions. We approach the problem by a martingale method. We show that the optimization problem with a nonconcave objective function has the same solution as the optimization problem when the objective function is replaced by its concave hull, and thus the problems are equivalent to each other. The value function is shown to be strictly concave and to satisfy the Hamilton-Jacobi-Bellman equation of dynamic programming. We also show that the final wealth cannot take values in the region where the objective function is not concave: the entrepreneur would like to avoid her or his wealth ending up in the nonconcave region. Because of this, the entrepreneur's risk taking explodes as time nears maturity if her his wealth is equal to the right end point of the nonconcave region.