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BUKU ABSTRAK - Universiti Putra Malaysia

BUKU ABSTRAK - Universiti Putra Malaysia

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Solution of an Infinite System of Differential Equations<br />

Keywords: Differential equation, infinite system, Hilbert space, solution<br />

Robust Individuals Control Chart using a Change Point Formulation<br />

Assoc. Prof. Dr. Habshah Midi<br />

Ng Kooi Huat<br />

Institute of Mathematical Research, University <strong>Putra</strong> <strong>Malaysia</strong>,<br />

43400 UPM Serdang, Selangor, <strong>Malaysia</strong>.<br />

+603-8946 6876; habshahmidi@gmail.com<br />

193<br />

Science, Technology & Engineering<br />

Assoc. Prof. Dr. Gafurjan Ibragimov<br />

Fateh Abdo Ali Allahabi<br />

Faculty of Science, University <strong>Putra</strong> <strong>Malaysia</strong>,<br />

43400 UPM Serdang, Selangor, <strong>Malaysia</strong>.<br />

+603-8946 6818; gafur@science.upm.edu.my<br />

Some of the control problems for parabolic and hyperbolic partial differential equations can be reduced to<br />

the control problems described by infinite systems of ordinary differential equations by using the decomposition<br />

method. It is natural that the solution space of this infinite system is closely connected with the differential<br />

operator in the parabolic or hyperbolic equation. In this paper, we study an infinite system of differential equations<br />

of second order in one frame separately from the partial differential equations mentioned above. At the same<br />

time, the system we considered largely extends the system obtained from partial differential equation. We prove<br />

the existence and uniqueness theorem in a Hilbert space. In addition, we establish continuity of the solution in<br />

the norm of that space. The proved theorem enables the investigation of an optimal control and differential game<br />

problems described by such a system.<br />

Control charts are one of the most powerful tools used to detect aberrant behaviour in industrial process. In<br />

addition to their uses in the context of statistical process control, control charts are also used as an exploratory<br />

tool in the context of exploratory data analysis. In view of monitoring a process that has contaminated data with<br />

traditional control charts such as Shewhart chart and Range chart, results in excessive number of false alarms.<br />

Robust control chart is a better alternative to traditional charts for a process with contaminated data as the effects<br />

of the outlying data values are eliminated. In this article, we develop a control charting procedure that meets the<br />

needs of exploratory analysis and has its purpose of detection the assignable causes of variation by revealing<br />

evidence of variation sources. The proposed methodology is demonstrated with a real-life example. A numerical<br />

example was given and a simulation study was conducted to illustrate the performance of the proposed method.<br />

Keywords: Contamination, control charting, statistical process control, in-control, out-of-control, outlier, robust estimation,<br />

Shewhart chart

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