NDLI: A catapult. Searching optima using Factorial Designs and 2D-neural network mapping technique a tutorial

Content Provider	IEEE Xplore Digital Library
Author	Fjodorova, Natalja Novic, Marjana Hohnjec, Matej
Copyright Year	2014
Description	Author affiliation: National Institute of Chemistry, Hajdrihova 19, Ljubljana, Slovenia (Fjodorova, Natalja; Novic, Marjana) \|\| 3ZEN d.o.o., Tacenska 125B, Ljubljana, Slovenia (Hohnjec, Matej)
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.
Starting Page	761
Ending Page	766
File Size	422817
Page Count	6
File Format	PDF
ISBN	9789897580604
DOI	10.5220/0005108907610766
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-08-28
Publisher Place	Austria
Access Restriction	Subscribed
Rights Holder	SCITEPRESS
Subject Keyword	Design of Experiment Statistical analysis Factorial Design Design methodology Artificial neural networks Mathematical model Feeds Optimization Feed Forward Bottleneck Neural Network
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in