Classes | Modules

Algorithms

Classes

class  AlgAEliGpea
 Asynchronous elimination global parallel algorithm. More...
class  DifferentialEvolution
 Differential evolution (DE) optimization algorithm (see e.g. http://en.wikipedia.org/wiki/Differential_evolution)DE algorithm accepts only a single FloatingPoint genotype (vector of real values). More...
class  Elimination
 Elimination (generation gap) algorithm with roulette wheel elimination selection operatorThe algorithm flow: More...
class  GeneticAnnealing
 Genetic annealing algorithm (see e.g. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.56.7606, http://drdobbs.com/architecture-and-design/184409333?pgno=10) Currently implemented only for minimization problems! More...
class  Algorithm
 Algorithm base class. More...
class  ParticleSwarmOptimization
 Particle swarm optimization algorithm (see e.g. http://en.wikipedia.org/wiki/Particle_swarm_optimization)PSO algorithm accepts only a single FloatingPoint genotype (vector of real values). Additionally, it adds the following genotypes for algorithm implementation:

  • FloatingPoint genotype as particle velocity
  • FloatingPoint genotype as best-so-far position
  • FloatingPoint genotype as best-so-far fitness value.
More...
class  RandomSearch
 Random search algorithmThe algorithm flow: More...
class  RouletteWheel
 Generational algorithm with roulette wheel selection operatorThe algorithm flow: More...
class  AlgSGenGpea
 Synchronous generational global parallel algorithm. More...
class  SteadyStateTournament
 Steady state algorithm with tournament elimination operatorThe algorithm flow: More...
class  ParallelAlgorithm
 Parallel algorithm base class.All parallel algorithms should inherit this one. More...
class  XCS
 XCS classifier system. More...

Modules

 Sequential algorithms
 Parallel algorithms
 XCS learning classifier system