基于模糊神經(jīng)網(wǎng)絡(luò)的國際石油合同風險管理
[Abstract]:Comprehensive analysis and management of various risks in international petroleum contracts are of great practical significance for Chinese oil companies to engage in the exploration and development of overseas oil resources and to effectively avoid all kinds of risks. This paper first analyzes the present situation and existing problems of risk management in international petroleum contracts, and points out the necessity of risk management in international petroleum contracts. In the concrete work practice, the international petroleum contract risk type is various, the risk size and the important degree are different. In this paper, by decomposing the terms of international petroleum contract, using brainstorming method and KJ (affinity graph) method, the risk of international petroleum contract is identified, and the influencing factors are determined. Thus, the risk evaluation index system of international petroleum contract is established. The comprehensive evaluation of international petroleum contract risk is a very complicated systematic evaluation problem and an important part of international petroleum project management. This paper combines the fuzzy evaluation method with the artificial neural network, and puts forward the method of quantitative evaluation of the risk of international petroleum contract based on the fuzzy neural network model, which has not been tried by scholars at home and abroad, and it is advanced and innovative to a certain extent. The quantitative fuzzy risk factors of fuzzy comprehensive evaluation and artificial factors in determining the weight of each factor are weakened by using neural network, the reliability and accuracy of the evaluation results are improved, and a large number of tedious calculations are avoided at the same time. Make the evaluation work effective and easy to carry out. Taking the relevant data of international petroleum contract in Central Asia as an example, the fuzzy neural network is verified in this paper. The results show that the model has small prediction error and is a reliable and effective risk assessment model for international petroleum contract. Finally, the paper puts forward some measures to avoid the risk of international oil contract, and provides some suggestions for the conclusion of overseas exploration and development contract.
【學位授予單位】:中國石油大學(華東)
【學位級別】:碩士
【學位授予年份】:2013
【分類號】:F416.22;TP183
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