A Devs-based Ann Training And Prediction Platform

Description

– A Devs-based Ann Training And Prediction Platform –

Download A Devs-based Ann Training And Prediction Platform. Computer Science students who are writing their projects can get this material to aid their research work.

Abstract

The artificial intelligence (AI) domain grows every day with new algorithms and architectures. Artificial Neural Networks (ANNs), a branch of AI has become a very interesting domain since the eighties when the back-propagation learning algorithm and the feed-forward architecture were first introduced.

As time passed, ANNs were able to solve non-linear problems and were being used in the classification, prediction, and representation of complex systems.

However, ANN uses a black box learning approach – which makes it impossible to interpret the relationship between the input and the output.

Introduction

Modeling and Simulation (M&S), the third pillar of science is a paradigm that provides a way of obtaining the behavior of the representation of an object in real life without doing physical experiments.

As introduced by the theory of Modeling and simulation [2], there are four major important concepts of M&S. The concepts are defined below:  

a) System: is a well-defined object in the real world under specific conditions that we are interested in modeling.

b) Experimental Frame (EF): is a specification of the conditions within which the system is observed or experimented. It is realized as a system (with generators, acceptors and transducers) that interacts with the source system to obtain data of interest under specified conditions.

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