Neuro Fuzzy System |Hybrid System| Soft Computing ~xRay Pixy
Different types of Hybrid systems in Soft computing. - Neuro-Fuzzy Hybrid System - Neuron genetic hybrid system - Fuzzy Genetic Hybrid Systems
Application of Neural Network: Neural Networks are good at recognizing patterns but they are not good at explaining how they reach their decisions.
Examples of fuzzy logic: Automatic braking system
What is Fuzzy Logic and Traditional Logic? Fuzzy logic deals with uncertainty or vagueness existing in a system and formulating fuzzy rules to find a solution to problems.
This video Includes:
- What do you mean by Genetic Fuzzy Systems?
Genetic Systems are Fuzzy Systems.
- How Genetic Fuzzy Systems are constructed?
- Why Genetic programming or algorithm is used for the construction of Genetic Fuzzy Systems?
- How Genetic Fuzzy Systems are constructed and identified?
- Express the structure of the Fuzzy System?
- What is the role of Genetic algorithms for fuzzy system identification?
- Where GFS is used?
Genetic fuzzy systems are used for breast cancer diagnosis.
------------------------------------- Research Papers on Genetic Fuzzy System--------------------------
1.) Design and analysis of genetic fuzzy systems for intrusion detection in computer networks https://www.sciencedirect.com/science/article/abs/pii/S095741741001369
2.) Genetic Fuzzy System (GFS) based wavelet co-occurrence feature selection in mammogram classification for breast cancer diagnosis https://www.sciencedirect.com/science/article/pii/S2213020916300635
#neuralnetwork #machinelearning #hybridsystem #softcomputing #geneticsystem #fuzzysystem
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