Sciweavers

GECCO
2008
Springer
128views Optimization» more  GECCO 2008»
13 years 5 months ago
A multi-objective ant colony approach for pareto-optimization using dynamic programming
Sascha Häckel, Marco Fischer, David Zechel, T...
GECCO
2008
Springer
158views Optimization» more  GECCO 2008»
13 years 5 months ago
Objective reduction using a feature selection technique
This paper introduces two new algorithms to reduce the number of objectives in a multiobjective problem by identifying the most conflicting objectives. The proposed algorithms ar...
Antonio López Jaimes, Carlos A. Coello Coel...
GECCO
2008
Springer
128views Optimization» more  GECCO 2008»
13 years 5 months ago
Multi-agent task allocation: learning when to say no
This paper presents a communication-less multi-agent task allocation procedure that allows agents to use past experience to make non-greedy decisions about task assignments. Exper...
Adam Campbell, Annie S. Wu, Randall Shumaker
GECCO
2008
Springer
206views Optimization» more  GECCO 2008»
13 years 5 months ago
Improving accuracy of immune-inspired malware detectors by using intelligent features
In this paper, we show that a Bio-inspired classifier’s accuracy can be dramatically improved if it operates on intelligent features. We propose a novel set of intelligent feat...
M. Zubair Shafiq, Syed Ali Khayam, Muddassar Faroo...
GECCO
2008
Springer
125views Optimization» more  GECCO 2008»
13 years 5 months ago
Accelerating neuroevolutionary methods using a Kalman filter
Yohannes Kassahun, Jose de Gea, Mark Edgington, Ja...
GECCO
2008
Springer
141views Optimization» more  GECCO 2008»
13 years 5 months ago
Potential fitness for genetic programming
We introduce potential fitness, a variant of fitness function that operates in the space of schemata and is applicable to tree-based genetic programing. The proposed evaluation ...
Krzysztof Krawiec, PrzemysBaw Polewski
GECCO
2008
Springer
112views Optimization» more  GECCO 2008»
13 years 5 months ago
Parameter-less evolutionary search
The paper presents the parameter-less implementation of an evolutionary-based search. It does not need any predefined control parameters values, which are usually used for geneti...
Gregor Papa
GECCO
2008
Springer
126views Optimization» more  GECCO 2008»
13 years 5 months ago
The impact of population size on code growth in GP: analysis and empirical validation
The crossover bias theory for bloat [18] is a recent result which predicts that bloat is caused by the sampling of short, unfit programs. This theory is clear and simple, but it ...
Riccardo Poli, Nicholas Freitag McPhee, Leonardo V...
GECCO
2008
Springer
239views Optimization» more  GECCO 2008»
13 years 5 months ago
Multiobjective design of operators that detect points of interest in images
In this paper, a multiobjective (MO) learning approach to image feature extraction is described, where Pareto-optimal interest point (IP) detectors are synthesized using genetic p...
Leonardo Trujillo, Gustavo Olague, Evelyne Lutton,...