TY - JOUR
ID -
TI - Congestion Management in MPLS Network Based on Hybrid Particle Swarm Algorithm
AU - Samar Taha Yousif
PY - 2021
VL - 13
IS - 1
SP - Comp Page 109
EP - 115
JO - Journal of Al-Qadisiyah for Computer Science and Mathematics مجلة القادسية لعلوم الحاسوب والرياضيات
SN - 20740204 25213504
AB -
To minimize the network congestion problem, a multi-constraint optimization mathematical model is established and a hybrid particle swarm algorithm based on the Tabu search algorithm is proposed. The algorithm integrates Tabu search into particle swarm algorithm, which can prevent the algorithm from falling into the local optimal solution, and gives a better initial individual for Tabu search, so it can speed up the algorithm convergence andimprove the quality of the solution. The simulation was done using Matlab and the results show that the optimization algorithm reduces the end-to-end delay and packet loss rate, thereby avoiding network congestion and optimizing the utilization of networkresources
ER -