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GECCO
2007
Springer
163views Optimization» more  GECCO 2007»
16 years 27 days ago
Action-selection and crossover strategies for self-modeling machines
In previous work [7] a computational framework was demonstrated that employs evolutionary algorithms to automatically model a given system. This is accomplished by alternating the...
Josh C. Bongard
GECCO
2004
Springer
116views Optimization» more  GECCO 2004»
16 years 3 days ago
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles
Abstract. In many real-world applications of evolutionary computation, it is essential to reduce the number of fitness evaluations. To this end, computationally efficient models c...
Yaochu Jin, Bernhard Sendhoff
165
Voted
GECCO
2010
Springer
167views Optimization» more  GECCO 2010»
15 years 11 months ago
Evolving CPPNs to grow three-dimensional physical structures
The majority of work in the field of evolutionary robotics concerns itself with evolving control strategies for human designed or bio-mimicked robot morphologies. However, there ...
Joshua E. Auerbach, Josh C. Bongard
196
Voted
ICOIN
2001
Springer
15 years 11 months ago
A 3D Modeling System for Creative Design
We propose a new approach to easily creating 3 0 geometric models. A technique called interactive evolutionary computation (IEC) is introduced to accelerate user’s invention and...
Hiroaki Nishino, Hideyuki Takagi, Sung-Bae Cho, Ko...
PPSN
1998
Springer
15 years 11 months ago
A Spatial Predator-Prey Approach to Multi-objective Optimization: A Preliminary Study
This paper presents a novel evolutionary approach of approximating the shape of the Pareto-optimal set of multi-objective optimization problems. The evolutionary algorithm (EA) use...
Marco Laumanns, Günter Rudolph, Hans-Paul Sch...