73 citations · 211 across the 10 of their papers we have counts for
17 papers
Evolutionary latent space search for driving human portrait generation
Benjamín Machín, Sergio Nesmachnow, Jamal Toutouh
This article presents an evolutionary approach for synthetic human portraits generation based on the latent space exploration of a generative adversarial network. The idea is to pr…
Citizen centric optimal electric vehicle charging stations locations in a full city: case of Malaga
Christian Cintrano, Jamal Toutouh, Enrique Alba
This article presents the problem of locating electric vehicle (EV) charging stations in a city by defining the Electric Vehicle Charging Stations Locations (EV-CSL) problem. The i…
Reliable and Fast Recurrent Neural Network Architecture Optimization
Andrés Camero, Jamal Toutouh, Enrique Alba
This article introduces Random Error Sampling-based Neuroevolution (RESN), a novel automatic method to optimize recurrent neural network architectures. RESN combines an evolutionar…
Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
Generative adversary networks (GANs) suffer from training pathologies such as instability and mode collapse, which mainly arise from a lack of diversity in their adversarial intera…
Exact and heuristic approaches for multi-objective garbage accumulation points location in real scenarios
Diego Gabriel Rossit, Jamal Toutouh, Sergio Nesmachnow
Municipal solid waste management is a major challenge for nowadays urban societies, because it accounts for a large proportion of public budget and, when mishandled, it can lead to…
Signal Propagation in a Gradient-Based and Evolutionary Learning System
Jamal Toutouh, Una-May O'Reilly
Generative adversarial networks (GANs) exhibit training pathologies that can lead to convergence-related degenerative behaviors, whereas spatially-distributed, coevolutionary algor…