Artificial Neural Network in Operation Management Regarding Communication Issue-Reference-Cited by-同舟云学术

Artificial Neural Network in Operation Management Regarding Communication Issue

Published:2021 Issue: Volume: Page:2303-2320
ISSN:2327-350X
Container-title:Encyclopedia of Organizational Knowledge, Administration, and Technology
language:
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Author:

Chatterjee Ayan¹,Sarkar Susmita²,Rong Mahendra²,Chatterjee Debmallya¹^ORCID

Affiliation:

1. S. P. Jain Institute of Management and Research (SPJIMR), India

2. Bangabasi Evening College, India

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.

Publisher

IGI Global

Reference50 articles.

1. A competitive neural network algorithm for solving vehicle routing problem

2. The co-adaptive neural network approach to the Euclidean Travelling Salesman Problem.;E. C.Beasley;Neural Networks,2003

3. Bert, F. J., & La Maire, V. M. (2012). Comparison of Neural Networks for Solving the. 11th Symposium on Neural Network Applications in Electrical Engineering (pp. 21-24). Belgrade, Serbia: IEEE.

4. Dynamic dual-reinforcement-learning routing strategies for quality of experience-aware wireless mesh networking

5. Daniel Graupe, R. G. (2001). Implementation of traveling salesman’s problem using neural network. ECE 559 Neural Networks.