Efficient resources allocation in technological processes using an approximate algorithm based on random walk

Abstract:

One of the main challenges of the management of complex manufacturing processes is the development of hierarchical control systems. Effective control of technological processes can be achieved by using a distributed control system with multi-level hierarchical structure. The hierarchical structure is characterized by decomposition into interrelated local subsystems. These subsystems are controlled by local decision makers that require coordination. In this paper, the concept of coordination is understood as the act of making the right allocation of tasks and resources and management actions to meet the objectives of production. An optimization program, based on random walk methods, was applied to a dairy factory data for the optimization of the obtained profits.

Año de publicación:

2013

Keywords:

• Distributed objects
• Resources allocation
• COORDINATION
• Optimization
• Random walk

Fuente:

scopus