基于蒙特卡洛風(fēng)險(xiǎn)模擬的高速公路投資決策
[Abstract]:Highway, as an important public welfare infrastructure construction project, plays a vital role in the economic and social development of a country or a region. Expressway construction projects have the characteristics of large scale of investment, long period, many stages and many uncertain factors. With the increase of price, quantity and cost of land requisition and demolition, project scale, ecological environmental protection project, etc. The risk of expressway investment has increased significantly, so it is not appropriate to focus only on the economic benefit index of expressway. How to balance the relationship between benefit and risk is very important to carry out expressway decision-making. It is of great significance to choose the best investment scheme. The traditional method of highway investment decision is discounted cash flow, which does not take into account the uncertainty of future cash flow. Therefore, this paper combines the Monte Carlo risk simulation analysis with the cash flow discounted method, and introduces the risk analysis of highway construction projects in China, compared with the sensitivity analysis method. Monte Carlo risk simulation method can fit the distribution of risk factors according to historical data, and obtain the probability distribution curve and parameters of the calculated results, thus more intuitively reflecting the benefits and risks of the project. In this paper, the method of combining Monte Carlo risk simulation method with genetic algorithm is put forward in the decision making of several expressway projects. This method can solve the optimal solution sets of portfolio schemes with the maximum mean value of total net present value and the minimum variance of total net present value, respectively. The mean-variance theory of Markowitz is introduced to analyze the benefit-risk balance of the two solutions, and the Pareto solution set of portfolio is obtained. Finally, according to the no-difference curve of decision-maker utility, the optimal portfolio method for decision-makers with different degree of risk aversion is solved. Through the case study of 6 new expressways built during the 12th Five-Year Plan in Zhejiang Province, the results show that, compared with the traditional methods, Monte Carlo risk simulation method is used to increase the value of options that increase the uncertainty of future cash flow. On the other hand, in solving the problem of freeway investment portfolio decision, by incorporating Monte Carlo risk simulation method, the Pareto solution set of portfolio scheme based on benefit and risk balance can be obtained. It can also be used to compare and choose different schemes, which has good application value and provides technical and methodological support for risk management and decision making of expressway construction projects to a certain extent.
【學(xué)位授予單位】:長(zhǎng)安大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2013
【分類號(hào)】:U412.366;F542
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