Investigation of resource allocation efficiency in optimization of fuzzy control system

International Workshop "Advanced Technologies in Material Science, Mechanical and Automation Engineering – MIP: Engineering – 2019"

材料科学;机械制造;原子能学

Polyakova, A.S.^1 ; Lipinskiy, L.V.^1 ; Semenkin, E.S.^1

Reshetnev Siberian State University of Science and Technology, Krasnoyarskiy Rabochiy av., 31, Krasnoyarsk

660037, Russia^1

关键词: Allocation efficiencies;    Automated configuration;    Computational resources;    Efficient allocations;    Fuzzy logical;    General optimizations;    Main tasks;    Output control;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/537/5/052036/pdf
DOI  :  10.1088/1757-899X/537/5/052036

学科分类：材料科学（综合）

来源: IOP

【 摘 要 】

The article investigates the efficiency of various computational resource allocation schemes for automated configuration of an output of a collective fuzzy control system. To configure such a system, two main tasks are required: optimization of the rule base (RB) and optimization of the terms. Each of the tasks requires its own computational resources and may occupy a different position in the general optimization scheme of a fuzzy logical system. The article compares alternative tuning schemes for a fuzzy collective-output control system and offers recommendations for the efficient allocation of computational resources.