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GECCO
2007
Springer
153views Optimization» more  GECCO 2007»
14 years 4 months ago
Analyzing the effects of module encapsulation on search space bias
Modularity is thought to improve the evolvability of biological systems [18, 22]. Recent studies in the field of evolutionary computation show that the use of modularity improves...
Ozlem O. Garibay, Annie S. Wu
GECCO
2003
Springer
14 years 3 months ago
On Role of Implicit Interaction and Explicit Communications in Emergence of Social Behavior in Continuous Predators-Prey Pursuit
We present the result of our work on use of genetic programming for evolving social behavior of agents situated in inherently cooperative environment. We use predators-prey pursuit...
Ivan Tanev, Katsunori Shimohara
ACSAC
2007
IEEE
14 years 4 months ago
Automated Vulnerability Analysis: Leveraging Control Flow for Evolutionary Input Crafting
We present an extension of traditional "black box" fuzz testing using a genetic algorithm based upon a Dynamic Markov Model fitness heuristic. This heuristic allows us t...
Sherri Sparks, Shawn Embleton, Ryan Cunningham, Cl...
EVOW
2010
Springer
14 years 4 months ago
Comparing Aesthetic Measures for Evolutionary Art
Abstract. In this paper we investigate and compare four aesthetic measures within the context of evolutionary art. We evolve visual art with an unsupervised evolutionary art system...
E. den Heijer, A. E. Eiben
KES
2007
Springer
14 years 4 months ago
Breedbot: An Edutainment Robotics System to Link Digital and Real World
The paper describes Breedbot an edutainment software and hardware system that could be used to evolve autonomous agents in digital (software) world and to transfer the evolved mind...
Orazio Miglino, Onofrio Gigliotta, Michela Pontico...