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GECCO
2005
Springer
119views Optimization» more  GECCO 2005»
14 years 1 months ago
Improving GA search reliability using maximal hyper-rectangle analysis
In Genetic algorithms it is not easy to evaluate the confidence level in whether a GA run may have missed a complete area of good points, and whether the global optimum was found....
Chongshan Zhang, Khaled Rasheed
ALIFE
2005
13 years 7 months ago
State Aggregation and Population Dynamics in Linear Systems
We consider complex systems that are composed of many interacting elements, evolving under some dynamics. We are interested in characterizing the ways in which these elements may b...
Jonathan E. Rowe, Michael D. Vose, Alden H. Wright
SKG
2006
IEEE
14 years 1 months ago
Completeness of Query Operations on Resource Spaces
A great variety of languages can be designed by different people for different purposes to operate resource spaces. Two fundamental issues are: can we design more operations in ad...
Hai Zhuge, Erlin Yao
CORR
2010
Springer
47views Education» more  CORR 2010»
13 years 7 months ago
Robustness and Generalization
We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is "similar" to a training sample, then the test...
Huan Xu, Shie Mannor
CORR
2010
Springer
90views Education» more  CORR 2010»
13 years 7 months ago
On Constructive Connectives and Systems
Canonical inference rules and canonical systems are defined in the framework of non-strict single-conclusion sequent systems, in which the succeedents of sequents can be empty. Imp...
Arnon Avron, Ori Lahav