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GECCO
2009
Springer
116views Optimization» more  GECCO 2009»
15 years 8 months ago
String- and permutation-coded genetic algorithms for the static weapon-target assignment problem
In the Weapon-Target Assignment Problem, m enemy targets are inbound, each with a value Vj representing the damage it may do. The defense has n weapons, and the probability that w...
Bryant A. Julstrom
ICANNGA
2007
Springer
144views Algorithms» more  ICANNGA 2007»
15 years 8 months ago
Particle Swarm Optimization for the Multidimensional Knapsack Problem
Fernanda Hembecker, Heitor S. Lopes, Walter Godoy ...
ICANNGA
2007
Springer
100views Algorithms» more  ICANNGA 2007»
15 years 8 months ago
Softening Splits in Decision Trees Using Simulated Annealing
Predictions computed by a classification tree are usually constant on axis-parallel hyperrectangles corresponding to the leaves and have strict jumps on their boundaries. The densi...
Jakub Dvorák, Petr Savický
GECCO
2009
Springer
188views Optimization» more  GECCO 2009»
15 years 8 months ago
Exploiting multiple classifier types with active learning
Many approaches to active learning involve training one classifier by periodically choosing new data points about which the classifier has the least confidence, but designing a co...
Zhenyu Lu, Josh Bongard
GECCO
2009
Springer
131views Optimization» more  GECCO 2009»
15 years 8 months ago
Adaptive evolution: an efficient heuristic for global optimization
This paper presents a novel evolutionary approach to solve numerical optimization problems, called Adaptive Evolution (AEv). AEv is a new micro-population-like technique because i...
Francisco Viveros Jiménez, Efrén Mez...