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Vague logic plays an important role in the reliability analysis of a repairable standby system consisting of N + 1 units. The present paper also investigates the reliability of an N + 1 units system in which at starting stage all units of the system are in good condition but when in the system the failure comes to some module, the system immediately takes reconfiguration operation, within negligible time. One repairman is available to repair one faulty module at any time, except when the system is fully failed. The functioning of the repaired unit is performed successfully, and the repair rate is constant from state one to another state.

Today, we live in the age of information. And we all know, where there is information, there is data. And currently, the amount of information present is humongous. Worse, every day the amount of information present is increasing. As a direct consequence of that, there is an enormous amount of data that is being generated on a day to day basis and the majority of that data is generally noise data (meaningless data). The data that is useful to us is quite less and is hidden in between all the useless data. Finding the useful data is like finding a pin in the haystack. This is where Data Mining and its techniques come to play. The data mining is the process of searching and then segmenting the data by discovering useful and interesting patterns as well as descriptive and predictive models from large scale data [1]. The objective of this paper is to review, analyze and then have the application of the different techniques which are used in Data mining and the discovery of knowledge in databases.

The electronic component model inventory is a method of balancing investments to achieve the service-level goal. Here you can see the electronic components warehouse and the distribution centers for the electronic components inventory. Environmental heritage policy, electronic components, and electronic component warehouses are very important issues, as the supply chain of electronic components for chemicals is directly linked to people’s lives. Variable electronic component order quantity, economical electronic component order quantity, electronic component time order quantity, electronic component removal order quantity, and electronic environment component order quantity inventory rules are usually used in the modern trend for inventory management of parts of electronics. However, effectively managing the inventory of a substance in electronic components is a difficult problem due to its properties. We have proposed the PSO inventory policy for resellers of electronic component warehouses in the electronic supply chain. We also model a model designed to measure the effectiveness of administrative strategies. The proposed algorithm for artificial bee colony (PSO) determines the optimal product at the time of the order using the current stock. The simulation results show that the ABC algorithm for artificial bee colonies is an effective way to manage electronic component warehouses and electronic component supply chains.