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» Partitioning Based Algorithms for Some Colouring Problems
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CSCLP
2003
Springer
15 years 7 months ago
Clustering for Disconnected Solution Sets of Numerical CSPs
This paper considers the issue of postprocessing the output of interval-based solvers for further exploitations when solving numerical CSPs with continuum of solutions. Most interv...
Xuan-Ha Vu, Djamila Sam-Haroud, Boi Faltings
GECCO
2009
Springer
113views Optimization» more  GECCO 2009»
15 years 7 months ago
Variable size population for dynamic optimization with genetic programming
A new model of Genetic Programming with variable size population is presented in this paper and applied to the reconstruction of target functions in dynamic environments (i.e. pro...
Leonardo Vanneschi, Giuseppe Cuccu
GECCO
2010
Springer
152views Optimization» more  GECCO 2010»
15 years 6 months ago
Active covariance matrix adaptation for the (1+1)-CMA-ES
We propose a novel variant of the (1 + 1)-CMA-ES that updates the distribution of mutation vectors based on both successful and unsuccessful trial steps. The computational costs o...
Dirk V. Arnold, Nikolaus Hansen
ICMLA
2008
15 years 3 months ago
Basis Function Construction in Reinforcement Learning Using Cascade-Correlation Learning Architecture
In reinforcement learning, it is a common practice to map the state(-action) space to a different one using basis functions. This transformation aims to represent the input data i...
Sertan Girgin, Philippe Preux
WSDM
2012
ACM
352views Data Mining» more  WSDM 2012»
13 years 10 months ago
Multi-relational matrix factorization using bayesian personalized ranking for social network data
A key element of the social networks on the internet such as Facebook and Flickr is that they encourage users to create connections between themselves, other users and objects. On...
Artus Krohn-Grimberghe, Lucas Drumond, Christoph F...