61 citations · 76 across the 8 of their papers we have counts for
Showing cs.NEShow all
3 papers · 1 filter
cs.NE2018
Optimal-margin evolutionary classifier
Mohammad Reza Bonyadi, David C. Reutens
We introduce a novel approach for discriminative classification using evolutionary algorithms. We first propose an algorithm to optimize the total loss value using a modified 0-1 l…
cs.NE2018★ 2 cited
A theoretical guideline for designing an effective adaptive particle swarm
Mohammad Reza Bonyadi
In this paper we theoretically investigate underlying assumptions that have been used for designing adaptive particle swarm optimization algorithms in the past years. We relate the…
cs.NE2016★ 5 cited
Evolutionary computation for multicomponent problems: opportunities and future directions
Mohammad Reza Bonyadi, Zbigniew Michalewicz, Frank Neumann +1
Over the past 30 years many researchers in the field of evolutionary computation have put a lot of effort to introduce various approaches for solving hard problems. Most of these p…