Calculation and Evaluation of Network Reliability using ANN Approach

被引：4

作者：

Anuradha ^{[1
]}

Solanki, Anil Kumar ^{[2
]}

Kumar, Harish ^{[3
]}

Singh, Krishna Kant ^{[3
]}

机构：

[1] AKTU, MIET Meerut, Lucknow, Uttar Pradesh, India

[2] AKTU, BIET Jhansi, Lucknow, Uttar Pradesh, India

[3] AKTU, GLBITM Gr Noida, Lucknow, Uttar Pradesh, India

来源：

INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE | 2020年 / 167卷

关键词：

Adhoc Network; ANN; wireless network; WANET; QOS; NP-Hard; RAS; PSO; Network optimization; All-terminal network reliability; Communication networks; estimation; Network design; NEURAL-NETWORK; DESIGN; SIMULATION;

D O I：

10.1016/j.procs.2020.03.265

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The network is an arrangement where minimum of two nodes are connected and communicated via different independent paths. The swift expansion of communication network causes the problem of reliability in the computer network. Reliability is the capacity of a system to do an ideal task, such as communication. In network communication, designing and consistency of a network are used to identify QOS, as the networks are becoming more wide and complex. The previous research in areas of wired reliability is not competent to deal with issues of the wireless network. There are several strategies helps us to increase the reliability of the network. The exact calculation of reliability in the network is calculated by our new algorithm and effective solution can be attained by using the artificial neural network (ANN). This paper more concentrates on reliability calculation with network flexibility. (C) 2020 The Authors. Published by Elsevier B.V.

引用

页码：2153 / 2163

页数：11

共 26 条

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