Interactive evolutionary computation with adaptive mutation for increasing the effectiveness of advertisement texts

Madera, Quetzali; Castillo, Oscar; García, Miquel Barceló; Mancilla, Alejandra

doi:10.1109/ssci.2016.7850007

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2018

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“…Karl Sims (Sims 1991) and Draves (Draves 2005) applied IEC to generate images. Madera et al (Madera et al 2016) adopted IEC to evolve advertisement texts, whereas Makiwan et al applied it for the selection of color pallets (Makiwan, Yoshida, and Koppen 2017).…”

Section: Iecmentioning

confidence: 99%

Evolving Behaviors for an Interactive Cube-Based Artifact

Oliveira

Nascimento

Soares

et al. 2018

AIIDE

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In the present paper we explore the idea of combining computation power and the availability of ordinary art spectators in order to produce new interactive art works. This is investigated for a particular application, which consists of producing new behaviors for a programmable art apparatus named C3 Cubes. Given the nature of the problem and some difficult challenges to be dealt with, an Interactive Evolutionary Computation (IEC) approach was devised. Furthermore, it was necessary to adopt a surrogate function method for approximating the user's preferences and to implement a Web-based virtual simulation environment for speeding up the generation and the evaluation of C3 Cubes projects. The integration of all these elements is crucial for producing new user-guided cube projects with interesting behaviors. The main approaches experimented in this research and the proposed design solutions are useful to solving similar problems in other domain areas, for example, in the context of game design.

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