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» Data mining with an ant colony optimization algorithm
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GECCO
2006
Springer
287views Optimization» more  GECCO 2006»
15 years 7 months ago
A GA-ACO-local search hybrid algorithm for solving quadratic assignment problem
In recent decades, many meta-heuristics, including genetic algorithm (GA), ant colony optimization (ACO) and various local search (LS) procedures have been developed for solving a...
Yiliang Xu, Meng-Hiot Lim, Yew-Soon Ong, Jing Tang
117
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GECCO
2007
Springer
235views Optimization» more  GECCO 2007»
15 years 9 months ago
ACO vs EAs for solving a real-world frequency assignment problem in GSM networks
Frequency planning is a very important task for current GSM operators. In this work we present a new mathematical formulation of the problem in which the frequency plans are evalu...
Francisco Luna, Christian Blum, Enrique Alba, Anto...
95
Voted
GECCO
2003
Springer
15 years 8 months ago
The State Problem for Evolutionary Testing
Abstract. This paper shows how the presence of states in test objects can hinder or render impossible the search for test data using evolutionary testing. Additional guidance is re...
Phil McMinn, Mike Holcombe
JGO
2010
121views more  JGO 2010»
15 years 1 months ago
The oracle penalty method
A new and universal penalty method is introduced in this contribution. It is especially intended to be applied in stochastic metaheuristics like genetic algorithms, particle swarm...
Martin Schlüter, Matthias Gerdts
98
Voted
CORR
2008
Springer
71views Education» more  CORR 2008»
15 years 3 months ago
Problem Solving and Complex Systems
The observation and modeling of natural Complex Systems (CSs) like the human nervous system, the evolution or the weather, allows the definition of special abilities and models re...
Frédéric Guinand, Yoann Pigné