Research on Optimization Algorithm of Network Resources and Paths Based on Ant Colony
Xiao Ming Bai, Dan T-c Wu · Applied Mechanics and Materials · 2012
Starting with high availability of Websites, by executing load balancing strategies, the author designs and implements an optimization algorithm of network resources and paths based on ant colony. Firstly, defining resource allocation process and objective function; secondly, discussing improvements to integrated load parameters; then, focusing on analysis of principles of ants moving, updates of pheromone concentration, ants’ data structures, and algorithm flow; Finally, simulating test by MATLAB. The solutions above can provide higher reliability and availability for Web services by balancing traffic and load.