The problem of not tracking stolen items and some products that are not of quality standard in our companies and industries has liquidated some companies in our country. It has also made some of our graduates not to be employed. The tracking of a single object is difficult let alone tracking multiple object. This problem has arisen because intelligent agent was not incorporated in the design to enhance the efficiency of tracking multiple objects. This can be overcome by using Optimizing multiple object tracking and decision making using neuro –fuzzy. This is done by optimizing the parametric tracking values, designing membership functions for detecting when there is reduction in efficiency at each stage in the production, monitoring the machine temperature, speed, volume, quality and designing membership function for detecting component failure along the production line and its age deterioration coupled with staff behavior in the company. To train these membership designs to stick strictly to the rules of tracking multiple objects and designing a model for multiple object tracking using neuro-fuzzy. The result obtained is 20% better in tracking ability when compared to the conventional one like using optimization only.
multiple object tracking, neuro-fuzzy, optimization
International Journal of Trend in Scientific Research and Development - IJTSRD having
online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International
Journal which provides rapid publication of your research articles and aims to promote
the theory and practice along with knowledge sharing between researchers, developers,
engineers, students, and practitioners working in and around the world in many areas
like Sciences, Technology, Innovation, Engineering, Agriculture, Management and
many more and it is recommended by all Universities, review articles and short communications
in all subjects. IJTSRD running an International Journal who are proving quality
publication of peer reviewed and refereed international journals from diverse fields
that emphasizes new research, development and their applications. IJTSRD provides
an online access to exchange your research work, technical notes & surveying results
among professionals throughout the world in e-journals. IJTSRD is a fastest growing
and dynamic professional organization. The aim of this organization is to provide
access not only to world class research resources, but through its professionals
aim to bring in a significant transformation in the real of open access journals
and online publishing.