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CEC
2009
IEEE
10 years 11 months ago
A clustering multi-objective evolutionary algorithm based on orthogonal and uniform design
Abstract— Designing efficient algorithms for difficult multiobjective optimization problems is a very challenging problem. In this paper a new clustering multi-objective evolut...
Yuping Wang, Chuangyin Dang, Hecheng Li, Lixia Han...
CEC
2009
IEEE
10 years 11 months ago
Enhancing MOEA/D with guided mutation and priority update for multi-objective optimization
—Multi-objective optimization is an essential and challenging topic in the domains of engineering and computation because real-world problems usually include several conflicting...
Chih-Ming Chen, Ying-Ping Chen, Qingfu Zhang
CEC
2009
IEEE
10 years 11 months ago
Evolving morphology and control: A distributed approach
—In this paper we present a model which allows to co-evolve the morphology and the control system of realistically simulated robots (creatures). The method proposed is based on a...
Mariagiovanna Mazzapioda, Angelo Cangelosi, Stefan...
CEC
2009
IEEE
10 years 11 months ago
Rigorous time complexity analysis of Univariate Marginal Distribution Algorithm with margins
—Univariate Marginal Distribution Algorithms (UMDAs) are a kind of Estimation of Distribution Algorithms (EDAs) which do not consider the dependencies among the variables. In thi...
Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao
CEC
2009
IEEE
10 years 11 months ago
RAMP: A rule-based agent for Ms. Pac-Man
Abstract— RAMP is a rule-based agent for playing Ms. PacMan according to the rules stipulated in the World Congress on Computational Intelligence Ms. Pac-Man Contest. Our archite...
Alan Fitzgerald, Clare Bates Congdon
CEC
2009
IEEE
10 years 11 months ago
Evolution of cooperation on different pairs of interaction and replacement networks with various intensity of selection
— There are various discussions on the evolution of cooperation on different pairs of interaction network for playing games and the replacement network for imitation of strategie...
Reiji Suzuki, Takaya Arita
CEC
2009
IEEE
10 years 11 months ago
Active categorical perception in an evolved anthropomorphic robotic arm
— Active perception refers to a theoretical approach to the study of perception grounded on the idea that perceiving is a way of acting, rather than a cognitive process whereby t...
Elio Tuci, Gianluca Massera, Stefano Nolfi
CEC
2009
IEEE
10 years 11 months ago
GPU-based parallel particle swarm optimization
— A novel parallel approach to run standard particle swarm optimization (SPSO) on Graphic Processing Unit (GPU) is presented in this paper. By using the general-purpose computing...
You Zhou, Ying Tan
CEC
2009
IEEE
10 years 11 months ago
A Bacterial Evolutionary Algorithm for automatic data clustering
This paper describes an evolutionary clustering algorithm, which can partition a given dataset automatically into the optimal number of groups through one shot of optimization. The...
Swagatam Das, Archana Chowdhury, Ajith Abraham
CEC
2009
IEEE
10 years 11 months ago
The Differential Ant-Stigmergy Algorithm applied to dynamic optimization problems
— Many real-world problems are dynamic, requiring an optimization algorithm which is able to continuously track a changing optimum over time. In this paper, we present a stigmerg...
Peter Korosec, Jurij Silc
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