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GECCO
2003
Springer
103views Optimization» more  GECCO 2003»
15 years 6 months ago
Are Multiple Runs of Genetic Algorithms Better than One?
Abstract. There are conflicting reports over whether multiple independent runs of genetic algorithms (GAs) with small populations can reach solutions of higher quality or can fin...
Erick Cantú-Paz, David E. Goldberg
INFOCOM
2007
IEEE
15 years 7 months ago
Optimizing File Availability in Peer-to-Peer Content Distribution
Abstract— A fundamental paradigm in peer-to-peer (P2P) content distribution is that of a large community of intermittentlyconnected nodes that cooperate to share files. Because ...
Jussi Kangasharju, Keith W. Ross, David A. Turner
ICML
2008
IEEE
16 years 2 months ago
Learning all optimal policies with multiple criteria
We describe an algorithm for learning in the presence of multiple criteria. Our technique generalizes previous approaches in that it can learn optimal policies for all linear pref...
Leon Barrett, Srini Narayanan
GECCO
2008
Springer
112views Optimization» more  GECCO 2008»
15 years 2 months ago
Parameter-less evolutionary search
The paper presents the parameter-less implementation of an evolutionary-based search. It does not need any predefined control parameters values, which are usually used for geneti...
Gregor Papa
TEC
2012
234views Formal Methods» more  TEC 2012»
13 years 3 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