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About Computer Communications: Huanlai Xing, Xin Liu, Xing Jin, Lin Bai, Yuefeng Ji
This document proposes a new algorithm called Multi-granularity Evolution based Quantum Genetic Algorithm (MEQGA) to solve the Quality of Service (QoS) multicast routing problem in Wavelength Division Multiplexing (WDM) networks. MEQGA introduces a multi-granularity evolution mechanism that allows different chromosomes to have different rotation angle step values, improving exploration and exploitation compared to single rotation angle schemes. MEQGA also includes an adaptive quantum mutation operation and a repair method to eliminate illegal graphs and find better solutions. Simulation results show MEQGA outperforms other heuristic algorithms with robustness, fast convergence, and strong global search capabilities for the QoS multicast routing problem.
Detailed Information
| Author: | ['Robert Maximilian'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 8 |
| Language: | English |
| Format: | |
| Price: | FREE |
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