The multi-mutation rates, multi-crossover rates and a scheme of reinitialization are applied to parallel genetic algorithm for assigning the codevector indices for noisy channels for the purpose of minimizing the distortion caused by bit errors. Experimental results based on the memoryless binary symmetric channel for any bit error demonstrate the robustness of this new approach compared with our previous work [1]. The property of multiple global optima is also emphasized in this paper.
Cite as: Pan, J.S., McInnes, F.R., Jack, M.A. (1996) VQ codevector index assignment using genetic algorithms for noisy channels. Proc. 4th International Conference on Spoken Language Processing (ICSLP 1996), 295-298, doi: 10.21437/ICSLP.1996-99
@inproceedings{pan96b_icslp,
author={J. S. Pan and Fergus R. McInnes and Mervyn A. Jack},
title={{VQ codevector index assignment using genetic algorithms for noisy channels}},
year=1996,
booktitle={Proc. 4th International Conference on Spoken Language Processing (ICSLP 1996)},
pages={295--298},
doi={10.21437/ICSLP.1996-99}
}