The VHDL-AMS based genetic optimization of fuzzy logic controller for movement control systems is discussed here. The designs have been carried out in the digital domain with HDL. The basic components of the fuzzy logic controller are designed using VHDL-AMS. The proposed work focuses on control of speed with respect to input parameter such as Alignment & distance with triangular membership fun...

From a very broad point of view a Fuzzy System (FS) is any Fuzzy Logic – Based System, where Fuzzy Logic can be used either as the basis for the representation of various forms of knowledge systems, or to model the interactions and relationships among the system variables. Genetic Algorithms (GAs) are general purpose research algorithms which use principles inspired by natural genetics to evolv...

This work is focused on creating fuzzy granular classification models based on general type-2 fuzzy logic systems when consequents are represented by interval type-2 TSK linear functions. Due to the complexity of general type-2 TSK fuzzy logic systems, a hybrid learning approach is proposed, where the principle of justifiable granularity is heuristically used to define an amount of uncertainty ...