189 citations · 582 across the 33 of their papers we have counts for
4 papers · 1 filter
A semantic network-based evolutionary algorithm for computational creativity
Atilim Gunes Baydin, Ramon Lopez de Mantaras, Santiago Ontanon
We introduce a novel evolutionary algorithm (EA) with a semantic network-based representation. For enabling this, we establish new formulations of EA variation operators, crossover…
Automated Generation of Cross-Domain Analogies via Evolutionary Computation
Atilim Gunes Baydin, Ramon Lopez de Mantaras, Santiago Ontanon
Analogy plays an important role in creativity, and is extensively used in science as well as art. In this paper we introduce a technique for the automated generation of cross-domai…
Evolution of Ideas: A Novel Memetic Algorithm Based on Semantic Networks
Atilim Gunes Baydin, Ramon Lopez de Mantaras
This paper presents a new type of evolutionary algorithm (EA) based on the concept of "meme", where the individuals forming the population are represented by semantic networks and…
Evolution of central pattern generators for the control of a five-link bipedal walking mechanism
Atilim Gunes Baydin
Central pattern generators (CPGs), with a basis is neurophysiological studies, are a type of neural network for the generation of rhythmic motion. While CPGs are being increasingly…