Artificial Neural Network in Operation Management Regarding Communication Issue

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Author(s): Ayan Chatterjee (S. P. Jain Institute of Management and Research (SPJIMR), India), Susmita Sarkar (Bangabasi Evening College, India), Mahendra Rong (Bangabasi Evening College, India)and Debmallya Chatterjee (S. P. Jain Institute of Management and Research (SPJIMR), India)
Copyright: 2021
Pages: 18
Source title: Encyclopedia of Organizational Knowledge, Administration, and Technology
Source Author(s)/Editor(s): Mehdi Khosrow-Pour D.B.A. (Information Resources Management Association, USA)
DOI: 10.4018/978-1-7998-3473-1.ch159

Keywords: Administration & Leadership / Business & Management / Business and Organizational Research / Business Science Reference

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Abstract

Communication issue in operation management is important concern in the age of 21st century. In operation, communication can be described based on major three wings- Travelling Salesman Problem (TSP), Vehicle Routing Problem (VRP) and Transportation Problem (TP). Artificial Neural Network (ANN) is an important tool to handle these systems. In this chapter, different ANN based models are discussed in a comprehensive way. This chapter deals with how various approaches of ANN help to design the optimal communication network. This comprehensive study is important to the decision makers for the analytical consideration. Although there is a lot of development in this particular domain from a long time ago; but only the revolutionary contributed models are taken into account. Another motivation of this chapter is understanding the importance of ANN in the operation management area.

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