GECCO
2003
Springer
14 years 4 months ago
2003
Springer
A new method is developed for representation and encoding in population-based evolutionary algorithms. The method is inspired by the biological genetic code and utilizes a many-to-...
GECCO
2003
Springer
14 years 4 months ago
2003
Springer
Abstract. Spatially structured population models improve the performance of genetic algorithms by assisting the selection scheme in maintaining diversity. A significant concern wi...
GECCO
2003
Springer
14 years 4 months ago
2003
Springer
This paper introduces a novel genetic algorithm strategy based on the reuse of chromosomes from previous generations in the creation of offspring individuals. A number of chromoso...
GCC
2003
Springer
14 years 4 months ago
2003
Springer
A novel combination of genetic algorithms and constraint satisfaction modelling for the solution of two and multi-layer over-thecell channel routing problems is presented. The two ...
ATAL
2003
Springer
14 years 4 months ago
2003
Springer
In this paper we present a genetic algorithm-based approach towards designing self-assembling objects comprised of square smart blocks. Each edge of each block can have one of thr...
ICML
2003
IEEE
14 years 4 months ago
2003
IEEE
The links between genetic algorithms and population-based Markov Chain Monte Carlo (MCMC) methods are explored. Genetic algorithms (GAs) are well-known for their capability to opt...
KBSE
2003
IEEE
14 years 4 months ago
2003
IEEE
The use of techniques for automating the generation of software test cases is very important as it can reduce the time and cost of this process. The latest methods for automatic g...
ICTAI
2003
IEEE
2003
IEEE
Genetic Algorithm Calibration of Probabilistic Cellular Automata for Modeling Mining Permit Activity
14 years 4 months ago
We use a genetic algorithm to calibrate a spatially and temporally resolved cellular automata to model mining activity on public land in Idaho and western Montana. The genetic alg...
SIGADA
2004
Springer
14 years 4 months ago
2004
Springer
Genetic Algorithms provide computational procedures that are modeled on natural genetic system mechanics, whereby a coded solution is “evolved” from a set of potential solutio...
PPSN
2004
Springer
14 years 4 months ago
2004
Springer
Cancer chemotherapy is a complex treatment mode that requires balancing the benefits of treating tumours using anti-cancer drugs with the adverse toxic side-effects caused by these...