galib Namespace Reference

Namespaces
namespace	benchmark
namespace	cuda
namespace	internal
namespace	utils

Classes
class	Algorithm
	Abstract base class for all optimization algorithms. More...
struct	AlgorithmConfig
	Base structure for common genetic algorithm configuration parameters. More...
class	ArithmeticCrossover
	Performs arithmetic (convex) crossover. More...
class	BestNeighborSelection
	Selects the fittest direct neighbour of a cell in a cellular grid. More...
class	BidirectionalRingTopology
	A topology where islands are connected in a bidirectional circle. More...
class	BoundaryMutation
	Performs boundary mutation. More...
class	CellularGA
	Cellular genetic algorithm that evolves individuals on a local 2D neighbourhood. More...
struct	CellularGAParams
	Configuration parameters specific to the cellular genetic algorithm. More...
class	Crossover
	Interface for crossover (recombination) operators. More...
class	DemeReplacer
	Interface for integrating incoming migrants into the local population. More...
class	DemeSelector
	Interface for choosing individuals to migrate out of the island. More...
struct	DEParams
	Parameters for the Differential Evolution Genetic Algorithm. More...
class	DifferentialEvolutionGA
class	ElitismSelector
	Selection strategy that chooses the best individuals for migration. More...
class	FitnessFunction
	Abstract base class for objective functions to be minimized. More...
class	FullyConnectedTopology
	A topology where every island is connected to every other island. More...
class	FunctionalFitness
	A wrapper for FitnessFunction that allows using a lambda or std::function. More...
class	GaussianMutation
	Performs Gaussian mutation. More...
class	GridPopulation
	A population organized in a 2D grid structure. More...
class	Individual
	Represents a single candidate solution in the population. More...
class	IslandGA
	Implementation of the Island Model Genetic Algorithm (Coarse-Grained Parallel GA). More...
struct	IslandGAParams
	Parameters for the Island Model Genetic Algorithm. More...
class	LocalSelection
	Abstract interface for neighbourhood-based parent selection in a cellular GA. More...
class	Mutation
	Interface for mutation operators. More...
class	OneWayRingTopology
	A topology where islands are connected in a unidirectional circle. More...
class	Population
	A container for a group of individuals in the genetic algorithm. More...
class	Selection
	Interface for selection operators. More...
class	SinglePointCrossover
	Performs traditional single-point crossover. More...
class	StandardGA
struct	StandardGAParams
	Parameters for the Standard (Generational) Genetic Algorithm. More...
class	Topology
	Abstract base class for archipelago topologies. More...
class	TournamentSelection
	Performs k-way tournament selection. More...
class	UniformCrossover
	Performs uniform crossover. More...
class	UniformMutation
	Performs uniform mutation. More...
class	WorstReplacer
	Replacement strategy that replaces the least fit individuals. More...