Title :
Fuzzy rule-based systems on general-purpose processors
Author :
Surmann, Hartmut ; Ungering, Anrgar P.
Author_Institution :
German Nat. Res. Center for Inf. Technol, St. Augustin, Germany
fDate :
8/1/1995 12:00:00 AM
Abstract :
The simulation and optimization of fuzzy systems with neural networks or genetic algorithms on general-purpose processors require fast implementations of fuzzy rule-based systems. We present several adapted implementation concepts that precisely analyze the fuzzy algorithm and are based on lookup tables, optimized rule processing, and digital pulse-duration modulation. These concepts allow general-purpose processors to produce solutions quicker than the second generation of special fuzzy processors
Keywords :
fuzzy systems; genetic algorithms; neural nets; table lookup; digital pulse-duration modulation; fuzzy processors; fuzzy rule-based systems; general-purpose processors; genetic algorithms; lookup tables; neural networks; optimization; optimized rule processing; simulation; Fuzzy control; Fuzzy logic; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Genetic algorithms; Hardware; Knowledge based systems; Microprocessors; Pulse modulation;
Journal_Title :
Micro, IEEE
