A Buzdalova, V Kononov, M Buzdalov - Proceedings of the companion …, 2014 - dl.acm.org
In evolutionary optimization, it is important to use efficient evolutionary operators, such as mutation and crossover. But it is often difficult to decide, which operator should be used …
M Buzdalov - 2014 13th International Conference on Machine …, 2014 - ieeexplore.ieee.org
There exist optimization problems with the target objective, which is to be optimized, and several extra objectives, which may or may not be helpful in the optimization process. This …
R Stevenson - IEEE Spectrum, 2016 - ieeexplore.ieee.org
Ideally, the electronic components that route electricity through power supplies, inverters, and electric motors are cheap, efficient, and capable of handling high voltages. Judged in …
There exist optimization problems with the target objective, which is to be optimized, and several extra objectives, which can be helpful in the optimization process. The EA+ RL …
We perform theoretical analysis for a previously proposed method of enhancing performance of an evolutionary algorithm with reinforcement learning. The method …
B Feng, B Liu, K Pan - IEEE Spectrum, 2016 - ieeexplore.ieee.org
Vultures are nature's garbage collectors, helping the environment by consuming dead animal carcasses. In this way, they are essential in stopping the spread of diseases such as …
A Buzdalova, I Petrova… - 2016 IEEE Symposium …, 2016 - ieeexplore.ieee.org
It has been shown that single-objective optimization may be improved by introducing auxiliary objectives. Ideally, auxiliary objectives should be designed to be independent …
K Bourzac - IEEE Spectrum, 2016 - ieeexplore.ieee.org
Artificial intelligence systems based on neural networks have had quite a string of recent successes: One beat human masters at the game of Go, another made up beer reviews, and …
There exist optimization problems with the target objective, which is to be optimized, and several extra objectives. The extra objectives may or may not be helpful in optimization …