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GECCO
2009
Springer
13 years 9 months ago
Evolutionary hypernetwork classifiers for protein-proteininteraction sentence filtering
Jakramate Bootkrajang, Sun Kim, Byoung-Tak Zhang
GECCO
2009
Springer
169views Optimization» more  GECCO 2009»
13 years 9 months ago
An ant based algorithm for task allocation in large-scale and dynamic multiagent scenarios
This paper addresses the problem of multiagent task allocation in extreme teams. An extreme team is composed by a large number of agents with overlapping functionality operating i...
Fernando dos Santos, Ana L. C. Bazzan
GECCO
2009
Springer
107views Optimization» more  GECCO 2009»
13 years 9 months ago
Evolving distributed algorithms with genetic programming: election
In this paper, we present a detailed analysis of the application of Genetic Programming to the evolution of distributed algorithms. This research field has many facets which make...
Thomas Weise, Michael Zapf
LION
2010
Springer
188views Optimization» more  LION 2010»
13 years 9 months ago
Grapheur: A Software Architecture for Reactive and Interactive Optimization
Abstract This paper proposes a flexible software architecture for interactive multiobjective optimization, with a user interface for visualizing the results and facilitating the s...
Mauro Brunato, Roberto Battiti
LION
2010
Springer
209views Optimization» more  LION 2010»
13 years 9 months ago
Feature Extraction from Optimization Data via DataModeler's Ensemble Symbolic Regression
We demonstrate a means of knowledge discovery through feature extraction that exploits the search history of an optimization run. We regress a symbolic model ensemble from optimiza...
Kalyan Veeramachaneni, Katya Vladislavleva, Una-Ma...
LION
2010
Springer
307views Optimization» more  LION 2010»
13 years 9 months ago
A Column Generation Heuristic for the General Vehicle Routing Problem
This paper presents a column generation heuristic for the general vehicle routing problem (GVRP), a combined load acceptance and rich vehicle routing problem incorporating various ...
Asvin Goel
GECCO
2010
Springer
193views Optimization» more  GECCO 2010»
13 years 9 months ago
Fitness-AUC bandit adaptive strategy selection vs. the probability matching one within differential evolution: an empirical comp
The choice of which of the available strategies should be used within the Differential Evolution algorithm for a given problem is not trivial, besides being problem-dependent and...
Álvaro Fialho, Marc Schoenauer, Michè...