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98
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IWINAC
2005
Springer
15 years 8 months ago
The Allele Meta-model - Developing a Common Language for Genetic Algorithms
Abstract. Due to the lot of different Genetic Algorithm variants, encodings, and attacked problems, very little general theory is available to explain the internal functioning of ...
Stefan Wagner 0002, Michael Affenzeller
STTT
2008
90views more  STTT 2008»
15 years 2 months ago
A uniform framework for weighted decision diagrams and its implementation
1 This papers introduces a generic framework for OBDD variants with weighted edges. It covers many boolean and multi-valued OBDD-variants that have been studied in the literature a...
Jörn Ossowski, Christel Baier
148
Voted
JMLR
2010
143views more  JMLR 2010»
15 years 1 months ago
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning
We extend the well-known BFGS quasi-Newton method and its memory-limited variant LBFGS to the optimization of nonsmooth convex objectives. This is done in a rigorous fashion by ge...
Jin Yu, S. V. N. Vishwanathan, Simon Günter, ...
111
Voted
SC
2004
ACM
15 years 8 months ago
Language and Compiler Support for Adaptive Applications
There exist many application classes for which the users have significant flexibility in the quality of output they desire. At the same time, there are other constraints, such a...
Wei Du, Gagan Agrawal
109
Voted
COORDINATION
2005
Springer
15 years 8 months ago
Dynamically Adapting Tuple Replication for Managing Availability in a Shared Data Space
With its decoupling of processes in space and time, the shared data space model has proven to be a well-suited solution for developing distributed component-based systems. However,...
Giovanni Russello, Michel R. V. Chaudron, Maarten ...