基于拍賣理論與多代理系統(tǒng)的分散式資源受限多項目調(diào)度優(yōu)化研究
[Abstract]:Project management is one of the new management techniques developed in the late World War II. With the development of the world economy and the expansion of the scale of the organization, it is promoted by a series of project management masters. Project management has become an important part of modern management. Project scheduling as a branch of project management, since the 1960s (the birth of the critical path method), the study of single project scheduling has been gradually enriched and perfected, and there are also a lot of rich applications in reality. However, multi-project scheduling is often applied in reality, but it is less studied in the field of research. Considering the actual situation of multi-project environment (each project has scheduling details and sharing part of resources), this paper takes decentralized resource-constrained multi-project scheduling as the research object. A multi-agent system model based on auction theory is established to study the multi-project parallel scheduling problem. The research content of this paper can be divided into three parts. In the first part, we consider the multi-project scheduling problem with multi-mode, single-objective and multi-mode. In this problem, we will consider six kinds of attribute resources, including local renewable resources, local non-renewable resources, global shared renewable resources. The global shared non-renewable resources, global exclusive renewable resources and global exclusive non-renewable resources are used to verify the proposed algorithm. In the second part, the multi-project scheduling problem with single mode and multi-objective is studied. Taking the local / global renewable resources as an example, the key chain method is combined with the multi-agent system model, and the auction theory is used to solve the resource conflict problem. A complex case is used to verify the proposed algorithm. The third part of the study will further expand the scope of application of the method proposed in this paper, discuss the combination of multi-agent system and auction theory, in a more realistic and extensive multi-project scheduling environment, and use a simple case to illustrate. In this paper, we mainly study the decentralized resource constrained multi-project scheduling problem, and advocate the establishment and utilization of the internal competition mechanism in the decentralized environment, so as to achieve the purpose of taking into account the interests of all parties, and thus realize the optimal allocation of resources in the multi-project scheduling. In this paper, the basic framework of multi-agent system is established, and the mechanism of competition is established and resolved by auction theory, and how to build the solution model in different multi-project environment is described. It has positive significance to the research and practice of multi-project scheduling.
【學(xué)位授予單位】:南京理工大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2017
【分類號】:F713.359
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