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TEC
2012
234views Formal Methods» more  TEC 2012»
11 years 7 months ago
Cooperatively Coevolving Particle Swarms for Large Scale Optimization
—This paper presents a new cooperative coevolving particle swarm optimization (CCPSO) algorithm in an attempt to address the issue of scaling up particle swarm optimization (PSO)...
Xiaodong Li, Xin Yao
AAAI
2011
12 years 4 months ago
CCRank: Parallel Learning to Rank with Cooperative Coevolution
We propose CCRank, the first parallel algorithm for learning to rank, targeting simultaneous improvement in learning accuracy and efficiency. CCRank is based on cooperative coev...
Shuaiqiang Wang, Byron J. Gao, Ke Wang, Hady Wiraw...
GECCO
2005
Springer
116views Optimization» more  GECCO 2005»
13 years 10 months ago
On identifying global optima in cooperative coevolution
When applied to optimization problems, Cooperative Coevolutionary Algorithms (CCEA) have been observed to exhibit a behavior called relative overgeneralization. Roughly, they tend...
Anthony Bucci, Jordan B. Pollack
TCAD
2008
89views more  TCAD 2008»
13 years 4 months ago
A New Multilevel Framework for Large-Scale Interconnect-Driven Floorplanning
We present in this paper a new interconnect-driven multilevel floorplanner, called interconnect-driven multilevelfloorplanning framework (IMF), to handle large-scale buildingmodule...
Tung-Chieh Chen, Yao-Wen Chang, Shyh-Chang Lin
CEC
2009
IEEE
13 years 11 months ago
An adaptive coevolutionary Differential Evolution algorithm for large-scale optimization
— In this paper, we propose a new algorithm, named JACC-G, for large scale optimization problems. The motivation is to improve our previous work on grouping and adaptive weightin...
Zhenyu Yang, Jingqiao Zhang, Ke Tang, Xin Yao, Art...