It is important to audit in advance in decision-making, design and bidding phase. This paper discusses the feasibility and necessity of application in government investment project audit by neural network ensemble method.
对政府投资项目前期各阶段审计结果的统计分析表明,不按建设程序办事等违规现象在前期各阶段中普遍存在,从而进一步论证了政府投资项目前期决策阶段、设计阶段和招标阶段跟踪审计的必要性,论证了应从这几个阶段中的重点进行审计,达到提高投资绩效的目的。
参考来源 - 政府投资项目施工前各阶段重点智能化审计研究·2,447,543篇论文数据，部分数据来源于NoteExpress
文中详细描述了原招标阶段的施工布置方案和现在的方案。
The paper introduces the construction layouts during the bidding period and at present in detail.
针对招标阶段存在的各种问题提出相应的对策，以有效控制造价。
In this paper, countermeasures are proposed to the problems existing in the bidding stage, which can effectively control cost.
在项目招标阶段，开发商要以“质量优先，价格为次”的理念选择施工及材料供应商。
At project bid stage, developer choose construct and material supplier with idea on "quality have priority, price for time".
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