A Catapult. Searching Optima Using Factorial Designs and 2D-Neural Network Mapping Technique - A Tutorial

Natalja Fjodorova, Marjana Novic, Matej Hohnjec

2014

Abstract

The goal of this paper is to represent the feed forward bottle neck neural network (FFBN NN) mapping technique in comparison with traditional statistical method like Factorial Design (FD). Application of both methods provides more information about studied process and enable to establish certificate limits more affectively reaching to best quality and selecting the less cost processes. The represented FFBN NN mapping technique is simple in use, not time consuming and gives 2D visualization of multiple optima in studied technological processes. A catapult design was applied to illustrate the cases and purposes where proposed method can be implemented. The FFBN NN mapping technique can be recommended for use in industries including application in Six Sigma improvement phase.

Paper Citation

in Harvard Style

Fjodorova N., Novic M. and Hohnjec M. (2014). A Catapult. Searching Optima Using Factorial Designs and 2D-Neural Network Mapping Technique - A Tutorial . In Proceedings of the 4th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SDDOM, (SIMULTECH 2014) ISBN 978-989-758-038-3, pages 761-766. DOI: 10.5220/0005108907610766

in Bibtex Style

@conference{sddom14,
author={Natalja Fjodorova and Marjana Novic and Matej Hohnjec},
title={A Catapult. Searching Optima Using Factorial Designs and 2D-Neural Network Mapping Technique - A Tutorial},
booktitle={Proceedings of the 4th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SDDOM, (SIMULTECH 2014)},
year={2014},
pages={761-766},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005108907610766},
isbn={978-989-758-038-3},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 4th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SDDOM, (SIMULTECH 2014)
TI - A Catapult. Searching Optima Using Factorial Designs and 2D-Neural Network Mapping Technique - A Tutorial
SN - 978-989-758-038-3
AU - Fjodorova N.
AU - Novic M.
AU - Hohnjec M.
PY - 2014
SP - 761
EP - 766
DO - 10.5220/0005108907610766