A comprehensive survey on interactive evolutionary computation in the first two decades of the 21st century

Y Wang, Y Pei - Applied Soft Computing, 2024 - Elsevier
Interactive evolutionary computation (IEC) has demonstrated significant success in
addressing numerous real-world problems that are challenging to quantify mathematically or …

The EvoSpace model for pool-based evolutionary algorithms

M García-Valdez, L Trujillo, JJ Merelo… - Journal of Grid …, 2015 - Springer
This work presents the EvoSpace model for the development of pool-based evolutionary
algorithms (Pool-EA). Conceptually, the EvoSpace model is built around a central repository …

A method based on interactive evolutionary computation and fuzzy logic for increasing the effectiveness of advertising campaigns

Q Madera, O Castillo, M García-Valdez, A Mancilla - Information Sciences, 2017 - Elsevier
Optimization of advertising texts is aimed at increasing the number of users who take notice
of the ad. The work presented in this paper proposes a method to optimize advertising texts …

EvoSpace: a distributed evolutionary platform based on the tuple space model

M García-Valdez, L Trujillo… - … 2013, Vienna, Austria …, 2013 - Springer
This paper presents EvoSpace, a Cloud service for the development of distributed
evolutionary algorithms. EvoSpace is based on the tuple space model, an associatively …

Preliminary study of bloat in genetic programming with behavior-based search

L Trujillo, E Naredo, Y Martínez - … held at Leiden University, July 10-13 …, 2013 - Springer
Bloat is one of the most interesting theoretical problems in genetic programming (GP), and
one of the most important pragmatic limitations in the development of real-world GP …

Unplugging evolutionary algorithms: an experiment on human-algorithmic creativity

F Fernández de Vega, C Cruz, L Navarro… - … and Evolvable Machines, 2014 - Springer
Understanding and emulating human creativity is a key factor when develo** computer
based algorithms devoted to art. This paper presents a new evolutionary approach to art and …

Randomized parameter settings for heterogeneous workers in a pool-based evolutionary algorithm

M García-Valdez, L Trujillo, JJ Merelo-Guérvos… - Parallel Problem Solving …, 2014 - Springer
Abstract Recently, several Pool-based Evolutionary Algorithms (PEAs) have been proposed,
that asynchronously distribute an evolutionary search among heterogeneous devices, using …

Development of a multi-player interactive genetic algorithm-based 3D modeling system for glasses

T Seyama, M Munetomo - 2016 IEEE Congress on …, 2016 - ieeexplore.ieee.org
This paper proposes a 3D modeling system that uses multi-player interactive genetic
algorithm (MiGA) to simplify the 3D modeling process for ordinary persons who wish to …

Unplugging evolutionary algorithms: on the sources of novelty and creativity

FF de Vega, L Navarro, C Cruz… - 2013 IEEE Congress …, 2013 - ieeexplore.ieee.org
This paper presents an unconventional implementation of an Evolutionary Algorithm with the
aim of studying underlying processes influencing human artistic creation. Instead of …

Is there a free lunch for cloud-based evolutionary algorithms?

M García-Valdez, A Mancilla, L Trujillo… - 2013 IEEE Congress …, 2013 - ieeexplore.ieee.org
In this paper we present a distributed evolutionary algorithm that uses exclusively cloud
services. This presents certain advantages, such as avoiding the acquisition of expensive …