Abstract
The modification of discrete bacterial foraging optimization algorithm using fuzzy system is presented in this study along with the application in femtocell networks to find cell and resource blocks that can provide connection with highest throughput. Fuzzy system is employed to guide reproduction events in discrete bacterial foraging optimization by controlling the distribution of bacteria assigned to search solution in each femtocell base station so that after reproduction events more bacteria gather to search in more promising region. The results of simulations shows that the improved discrete bacterial foraging optimization with fuzzy system can achieve more optimal solution than the original one.
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