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Research on Risk Assessment and Optimization Control of Information Systems Development: Based on Improved Fuzzy Comprehensive Evaluation and Dynamic Programming Algorithm

机译:信息系统开发的风险评估与优化控制研究:基于改进的模糊综合评价和动态规划算法

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With the development of the information technology, risk control is becoming more and more important during the risk management process of Information System Development (ISD). The risk assessment and optimization control have become the key duty for the managers. At the same time, they are also the key factor to decide the success of ISD. The paper firstly builds a risk assessment model, and adopts improved fuzzy comprehensive evaluation and entropy weight coefficient to assess the influence of different risk factors during the process of ISD. Then we establish the risk optimal control model and use the dynamic programming algorithm to solve the problem. Finally, the risk assessment model and optimal control method are applied to solve a practical problem, the effectiveness is verified. This research provides a strong support for effective risk manage and optimal control of ISD, thus it will help a lot for the decision maker to manage risk and improve the success rate of ISD.
机译:随着信息技术的发展,在信息系统开发(ISD)的风险管理过程中,风险控制变得越来越重要。风险评估和优化控制已成为管理人员的主要职责。同时,它们也是决定ISD成功与否的关键因素。本文首先建立了风险评估模型,并采用改进的模糊综合评价和熵权系数对ISD过程中不同风险因素的影响进行了评估。然后我们建立了风险最优控制模型,并使用动态规划算法解决了该问题。最后,运用风险评估模型和最优控制方法解决了实际问题,验证了有效性。这项研究为有效的ISD风险管理和最佳控制提供了有力的支持,因此将为决策者管理风险和提高ISD的成功率提供很大帮助。

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