A novel steady-state genetic algorithm approach to the reliability optimization design problem of computer networks

2009 ◽  
Vol 19 (1) ◽  
pp. 39-55 ◽  
Author(s):  
A. M. Mutawa ◽  
H. M. K. Alazemi ◽  
Ammar Rayes
Keyword(s):  
Genetic Algorithm ◽  
Steady State ◽  
Computer Networks ◽  
Design Problem ◽  
Optimization Design ◽  
Reliability Optimization ◽  
Genetic Algorithm Approach

The Application of Improved Genetic Algorithms in Computer Network Reliability Optimization

2013 ◽  
Vol 765-767 ◽  
pp. 1564-1567
Author(s):  
Li Yan Wang ◽  
Xian Feng Zheng
Keyword(s):  
Genetic Algorithm ◽  
Optimization Design ◽  
Computer Network ◽  
Network Reliability ◽  
Reliability Optimization ◽  
Improved Genetic Algorithm ◽  
Algorithm Optimization ◽  
Network Link ◽  
Link Cost ◽  
Medium Cost

To decrease network link cost is one of the most important pairs for computer network reliability optimization design. In order to make the network cost minimum, the network link medium cost, mathematics model of reliability and resolve algorithm must be considered when it is designed. In the paper, we present an improved genetic algorithm used in optimization calculation for minimizing total link cost and increasing the reliability of the network. Executive procedures of the improved algorithm are described. The simulation results show that improved genetic algorithm provides a method to resolves the network reliability optimization problem which normal approach can not resolve. By using the maneuverable algorithm, optimization process is accelerated, efficiency is increased.

A genetic algorithm approach to the smart grid tariff design problem

2017 ◽  
Vol 23 (4) ◽  
pp. 1393-1405
Author(s):  
Will Rogers ◽  
Paula Carroll ◽  
James McDermott
Keyword(s):  
Genetic Algorithm ◽  
Smart Grid ◽  
Design Problem ◽  
Genetic Algorithm Approach
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