"Balancing Spare Parts Demand in the Automobile Sector" -A Case Study | Spare parts management,Introduction,Regression analysis,Markov chain,Genetic algorithm

S.Godwin Barnabas

ISBN 10: 3659213969 / ISBN 13: 9783659213960

Published by LAP Lambert Academic Publishing, 2012

About this Item

"Balancing Spare Parts Demand in the Automobile Sector" -A Case Study | Spare parts management,Introduction,Regression analysis,Markov chain,Genetic algorithm | S.Godwin Barnabas | Taschenbuch | Englisch | LAP Lambert Academic Publishing | EAN 9783659213960 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.

Seller Inventory # 106324204

Bibliographic Details

• Title: "Balancing Spare Parts Demand in the Automobile Sector" -A Case Study | Spare parts management,Introduction,Regression analysis,Markov chain,Genetic algorithm
• Publisher: LAP Lambert Academic Publishing
• Publication Date: 2012
• Language: English
• ISBN 10: 3659213969
• ISBN 13: 9783659213960
• Binding: Taschenbuch
• Condition: Neu
• Seller catalogs:
  • Bücher

About this title

Synopsis

In this work,forecasting techniques like Simple moving average, Simple and linear regression is used. A simple moving average is method of computing the average of a specified number of the most recent data values in a series to determine the minimal demand rate. Simple linear regression is a way to describe a relationship between two variables through an equation of straight line, called line of best fit, that most closely models this relationship. we have developed a new and efficient approach that works on Genetic Algorithms in order to distinctively determine the availability of the spares by week after week ,here the two parent chromosomes are randomly generated for each time from the data collected from the automobile sector, then these parent chromosomes are subjected to cross-over operation and mutation operation to create new off-springs(children) then from the off-springs generated the off-spring which is having the more fitness value will be selected from the roulette wheel selection. So, by means of that we can estimate which type of stock pattern is healthy for automobile sector is identified.

About the Author

Godwin Barnabas.s is working as a Assistant professor in velammal college of engineering and technology,in Madurai.His field of interest is supply chain management ,production,maintenance,sequencing&scheduling,simulation etc.