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IJCNN
2006
IEEE
16 years 22 days ago
Generalization Improvement in Multi-Objective Learning
— Several heuristic methods have been suggested for improving the generalization capability in neural network learning, most of which are concerned with a single-objective (SO) l...
Lars Gräning, Yaochu Jin, Bernhard Sendhoff
IPPS
2005
IEEE
16 years 9 days ago
Broadcast Trees for Heterogeneous Platforms
In this paper, we deal with broadcasting on heterogeneous platforms. Typically, the message to be broadcast is split into several slices, which are sent by the source processor in...
Olivier Beaumont, Loris Marchal, Yves Robert
GECCO
2005
Springer
101views Optimization» more  GECCO 2005»
16 years 7 days ago
Measuring mobility and the performance of global search algorithms
The global search properties of heuristic search algorithms are not well understood. In this paper, we introduce a new metric, mobility, that quantifies the dispersion of local o...
Monte Lunacek, L. Darrell Whitley, James N. Knight
ICCS
2005
Springer
16 years 7 days ago
Resource Partitioning Algorithms in a Programmable Service Grid Architecture
Abstract. We propose the use of programmable Grid resource partitioning heuristics in the context of a distributed service Grid management architecture. The architecture is capable...
Pieter Thysebaert, Bruno Volckaert, Marc De Leenhe...
IEAAIE
2005
Springer
16 years 6 days ago
The Coordination of Parallel Search with Common Components
The preservation of common components has been recently isolated as a beneficial feature of genetic algorithms. One interpretation of this benefit is that the preservation of commo...
Stephen Chen, Gregory Pitt