PROJECT TITLE :

Promoting Creative Design in Interactive Evolutionary Computation

ABSTRACT :

We tend to use a replacement measure of creativity as a guide in an interactive evolutionary art task and tie the results to natural language usage of the term “inventive.” Following previous work, we explore a tractable definition of creativity, one emphasizing the novelty of systems, and its addition to an interactive application. We have a tendency to next introduce a generative ecosystemic art system, EvoEco, an agent-based pixel-level suggests that of generating images. EvoEco is used as a part of an on-line survey which asks users to evolve a pleasing image and then rank the success of the process and its output. Evolutionary search is augmented with the creativity measure, and compared with control teams augmented with either random search or a live of phenotypic distance. We have a tendency to show that users consistently rate the creativity live-enhanced version as more “creative” and “novel” than different search techniques. We more derive further insights into applicable types of genetic illustration and pattern space-traversal in an interactive evolutionary algorithm.