Search Results for author: Renato Hermoza Aragonés

Found 2 papers, 2 papers with code

Using Neural Networks and Diversifying Differential Evolution for Dynamic Optimisation

1 code implementation10 Aug 2020 Maryam Hasani Shoreh, Renato Hermoza Aragonés, Frank Neumann

Considering the complexity of using neural networks in the process compared to simple diversity mechanisms, we investigate whether they are competitive and the possibility of integrating them to improve the results.

Evolutionary Algorithms

Neural Networks in Evolutionary Dynamic Constrained Optimization: Computational Cost and Benefits

1 code implementation22 Jan 2020 Maryam Hasani-Shoreh, Renato Hermoza Aragonés, Frank Neumann

As NN needs to collect data at each time step, if the time horizon is short, we will not be able to collect enough samples to train the NN.

Evolutionary Algorithms

Cannot find the paper you are looking for? You can Submit a new open access paper.