Fest Description
Mathematical optimization has experienced tremendous growth in the past decade
and the field is still developing rapidly. Soft Computing Techniques like Artificial Neural Networks and Fuzzy Logic Models have been recognized as attractive alternatives to the standard, well established “hard computing” paradigms.
Neural networks have been trained to perform complex functions in various fields of application including pattern recognition, forecasting, identification, classification, speech, and vision and control systems. Artificial neural networks (ANN) can be characterized most adequately as computational models with particular properties such as the ability to adapt or learn, to generalize, or to cluster or organize data, and which operation is based on parallel processing. ANN are widely used as an effective approach for handling nonlinear and noisy data, especially in situations where the physical processes relationships are not fully understood and they are also particularly well suited for modeling complex systems on a real-time basis.
The fuzzy logic concept has found a very wide range of applications in various domains like: estimation, prediction, control, approximate reasoning, pattern recognition, medical computing, robotics, optimization and industrial engineering, etc. In conclusion, both Artificial Neural Networks and Fuzzy Logic modeling systems offer the potential for a more flexible, less assumption approach to engineering problems. The workshop is designed to explore and identify the Research challenges in the application of computational techniques like Fuzzy logic and ANN for engineering applications.
and the field is still developing rapidly. Soft Computing Techniques like Artificial Neural Networks and Fuzzy Logic Models have been recognized as attractive alternatives to the standard, well established “hard computing” paradigms.
Neural networks have been trained to perform complex functions in various fields of application including pattern recognition, forecasting, identification, classification, speech, and vision and control systems. Artificial neural networks (ANN) can be characterized most adequately as computational models with particular properties such as the ability to adapt or learn, to generalize, or to cluster or organize data, and which operation is based on parallel processing. ANN are widely used as an effective approach for handling nonlinear and noisy data, especially in situations where the physical processes relationships are not fully understood and they are also particularly well suited for modeling complex systems on a real-time basis.
The fuzzy logic concept has found a very wide range of applications in various domains like: estimation, prediction, control, approximate reasoning, pattern recognition, medical computing, robotics, optimization and industrial engineering, etc. In conclusion, both Artificial Neural Networks and Fuzzy Logic modeling systems offer the potential for a more flexible, less assumption approach to engineering problems. The workshop is designed to explore and identify the Research challenges in the application of computational techniques like Fuzzy logic and ANN for engineering applications.
Objective and Scope of the workshop
The purpose of this workshop is to bring together researchers from engineering, computer science, mathematics, operations research, and other fields, who have a common interest in areas of application of advanced computational and optimization.
The workshop broadly covers,
i) Theory of Neural Networks, Fuzzy logic and their applications in pattern recognition, image processing, fault diagnosis, modern Instrumentation, automation, and other Engineering applications.
ii) Hands-on training by experts on simulation tool MATLAB /SIMULINK
for the implementation in Engineering applications.
The workshop broadly covers,
i) Theory of Neural Networks, Fuzzy logic and their applications in pattern recognition, image processing, fault diagnosis, modern Instrumentation, automation, and other Engineering applications.
ii) Hands-on training by experts on simulation tool MATLAB /SIMULINK
for the implementation in Engineering applications.
Fest Guests
Resource persons from industries and academics.