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GECCO
2006
Springer
154views Optimization» more  GECCO 2006»
9 years 10 months ago
Emergent mating topologies in spatially structured genetic algorithms
The application of network analysis to emergent mating topologies in spatially structured genetic algorithms is presented in this preliminary study as a framework for inferring ev...
Joshua L. Payne, Margaret J. Eppstein
GECCO
2006
Springer
159views Optimization» more  GECCO 2006»
9 years 10 months ago
Identification of weak motifs in multiple biological sequences using genetic algorithm
Recognition of motifs in multiple unaligned sequences provides an insight into protein structure and function. The task of discovering these motifs is very challenging because mos...
Topon Kumar Paul, Hitoshi Iba
GECCO
2006
Springer
186views Optimization» more  GECCO 2006»
9 years 10 months ago
Characterizing large text corpora using a maximum variation sampling genetic algorithm
An enormous amount of information available via the Internet exists. Much of this data is in the form of text-based documents. These documents cover a variety of topics that are v...
Robert M. Patton, Thomas E. Potok
GECCO
2006
Springer
187views Optimization» more  GECCO 2006»
9 years 10 months ago
The gregarious particle swarm optimizer (G-PSO)
This paper presents a gregarious particle swarm optimization algorithm (G-PSO) in which the particles explore the search space by aggressively scouting the local minima with the h...
Srinivas Pasupuleti, Roberto Battiti
GECCO
2006
Springer
169views Optimization» more  GECCO 2006»
9 years 10 months ago
An open-set speaker identification system using genetic learning classifier system
This paper presents the design and implementation of an adaptive open-set speaker identification system with genetic learning classifier systems. One of the challenging problems i...
WonKyung Park, Jae C. Oh, Misty K. Blowers, Matt B...
GECCO
2006
Springer
176views Optimization» more  GECCO 2006»
9 years 10 months ago
Archive-based cooperative coevolutionary algorithms
Archive-based cooperative coevolutionary algorithms attempt to retain a set of individuals which act as good collaborators for other coevolved individuals in the evolutionary syst...
Liviu Panait, Sean Luke, Joseph F. Harrison
GECCO
2006
Springer
145views Optimization» more  GECCO 2006»
9 years 10 months ago
Immune anomaly detection enhanced with evolutionary paradigms
The paper presents an approach based on principles of immune systems to the anomaly detection problem. Flexibility and efficiency of the anomaly detection system are achieved by b...
Marek Ostaszewski, Franciszek Seredynski, Pascal B...
GECCO
2006
Springer
205views Optimization» more  GECCO 2006»
9 years 10 months ago
Bounding XCS's parameters for unbalanced datasets
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...
Albert Orriols-Puig, Ester Bernadó-Mansilla
GECCO
2006
Springer
130views Optimization» more  GECCO 2006»
9 years 10 months ago
Investigation on artificial ant using analytic programming
The paper deals with a alternative tool for symbolic regression
Zuzana Oplatková, Ivan Zelinka
GECCO
2006
Springer
144views Optimization» more  GECCO 2006»
9 years 10 months ago
Mating networks in steady state genetic algorithms are scale free
M. Kivanc Oner, Ivan I. Garibay, Annie S. Wu
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