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Sankaran Iyer's Blog (2)

Building a Process Output Optimization Solution using Multiple Models, Ensemble Learning and a Genetic Algorithm.

1. Abstract

The objective of this paper is to present the process of building a model for identifying the right combination of inputs for optimizing the Concrete Compressive Strength. Multiple machine learning algorithms were evaluated. A process of optimizing the solution using Ensemble Learning was…

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Added by Sankaran Iyer on March 2, 2017 at 10:30pm — No Comments

Building a Deep Learning Model for Process Optimisation

1.       Abstract

The objective of this paper is to present the process of building a Deep Learning Model for optimising the output for a Production Process from a Training sample using Weka Multilayer Perceptron. The scope is limited to implementation only and does not cover the theory behind Artificial Neural Networks. The Genetic Algorithm is specifically developed and adapted for the kind of data involved and is dealt with in…

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Added by Sankaran Iyer on January 9, 2017 at 4:30pm — 1 Comment

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