Title :
The method of a structural-parametric synthesis of neuro-fuzzy diagnostic model based on the hybrid stochastic search
Author :
Subbotin, Sergey
Author_Institution :
Dept. of Program Tools, Zaporizhzhya Nat. Tech. Univ., Zaporizhzhya, Ukraine
Abstract :
In this paper the method of diagnostic model construction in the neuro-fuzzy basis is proposed. It integrates the evolutionary and multi-agent (swarm) stochastic search principles by hybridization with additional sample information for model synthesis.
Keywords :
evolutionary computation; fault diagnosis; fuzzy neural nets; multi-agent systems; search problems; stochastic processes; diagnostic model construction; evolutionary stochastic search; hybrid stochastic search; multiagent stochastic search; neuro-fuzzy basis; neuro-fuzzy diagnostic model; structural-parametric synthesis; swarm stochastic search; Atmospheric modeling; Automation; Entropy; Publishing; Search problems; Solid modeling; Stochastic processes; Neuro-fuzzy model; Stochastic Search; Technical diagnosis;
Conference_Titel :
CAD Systems in Microelectronics (CADSM), 2011 11th International Conference The Experience of Designing and Application of
Conference_Location :
Polyana-Svalyava
Print_ISBN :
978-1-4577-0042-2
Electronic_ISBN :
978-966-2191-17-2
