Universiti Teknologi Malaysia Institutional Repository

Single Machine Common Due Date Scheduling Problems Using Neural Network

Hamad, Abdelaziz and Sanugi, Bahrom and Salleh, Shaharuddin (2002) Single Machine Common Due Date Scheduling Problems Using Neural Network. Jurnal Teknologi C (36C). pp. 75-82. ISSN 0127-9696

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Official URL: http://www.penerbit.utm.my/onlinejournal/36/C/JT36...

Abstract

This paper presents an approach for scheduling under a common due date on static single machine problem based on artificial neural network. The objective is to sequence the jobs on the machine so that the total cost be minimized. This cost is composed of the total earliness and the total tardiness cost. Neural network is a suitable model in our study due to the fact that the problem is NPhard. In our study, neural network has been proven to be effective and robust in generating optimal solutions to the problem

Item Type:Article
Uncontrolled Keywords:neural networks; static single machine; scheduling
Subjects:Q Science > QA Mathematics
Divisions:Science
ID Code:1351
Deposited By: En Mohd. Nazir Md. Basri
Deposited On:02 Mar 2007 08:05
Last Modified:09 Nov 2010 02:30

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