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A comprehensive survey on interactive evolutionary computation in the first two decades of the 21st century
Interactive evolutionary computation (IEC) has demonstrated significant success in
addressing numerous real-world problems that are challenging to quantify mathematically or …
addressing numerous real-world problems that are challenging to quantify mathematically or …
The EvoSpace model for pool-based evolutionary algorithms
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 …
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
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 …
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
This paper presents EvoSpace, a Cloud service for the development of distributed
evolutionary algorithms. EvoSpace is based on the tuple space model, an associatively …
evolutionary algorithms. EvoSpace is based on the tuple space model, an associatively …
Preliminary study of bloat in genetic programming with behavior-based search
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 …
one of the most important pragmatic limitations in the development of real-world GP …
Unplugging evolutionary algorithms: an experiment on human-algorithmic creativity
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 …
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
Abstract Recently, several Pool-based Evolutionary Algorithms (PEAs) have been proposed,
that asynchronously distribute an evolutionary search among heterogeneous devices, using …
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 …
algorithm (MiGA) to simplify the 3D modeling process for ordinary persons who wish to …
Unplugging evolutionary algorithms: on the sources of novelty and creativity
This paper presents an unconventional implementation of an Evolutionary Algorithm with the
aim of studying underlying processes influencing human artistic creation. Instead of …
aim of studying underlying processes influencing human artistic creation. Instead of …
Is there a free lunch for cloud-based evolutionary algorithms?
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 …
services. This presents certain advantages, such as avoiding the acquisition of expensive …