Class Hierarchy

This inheritance list is sorted roughly, but not completely, alphabetically:

CAlgorithm	Algorithm base class
CAlgAEliGpea2	Asynchronous elimination global parallel algorithm (outdated version)
CAlgGEP	Generational algorithm with roulette wheel selection operator and unique operators and chromosome representation
CAlgNSGA2
CArtificialBeeColony	Artificial Bee Colony algorithm (see e.g. http://www.scholarpedia.org/article/Artificial_bee_colony_algorithm)
CClonalg	Clonal Selection Algorithm (see e.g. http://en.wikipedia.org/wiki/Clonal_Selection_Algorithm)
CCuckooSearch	Cuckoo search (CS) optimization algorithm (see http://en.wikipedia.org/wiki/Cuckoo_search)
CDifferentialEvolution	Differential evolution (DE) optimization algorithm (see e.g. http://en.wikipedia.org/wiki/Differential_evolution)
CElimination	Elimination (generation gap) algorithm with roulette wheel elimination selection operator
CEvolutionStrategy	(mu/rho +/, lambda) - Evolution Strategy (ES) algorithm
CGenHookeJeeves	New algorithm, in development
CGeneticAnnealing	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)
CMyAlg
COptIA	Optimization Immune Algorithm (opt-IA, see e.g. http://www.artificial-immune-systems.org/algorithms.shtml)
CParallelAlgorithm	Parallel algorithm base class
CAlgAEliGpea	Asynchronous elimination global parallel algorithm
CAlgSGenGpea	Synchronous generational global parallel algorithm
CParticleSwarmOptimization	Particle swarm optimization algorithm (see e.g. http://en.wikipedia.org/wiki/Particle_swarm_optimization)
CRandomSearch	Random search algorithm
CRouletteWheel	Generational algorithm with roulette wheel selection operator
CSteadyStateTournament	Steady state algorithm with tournament elimination operator
CXCS
CClassifier	Classifier class that holds all parameters and pointer to individual to which the parameters belong
CComm::Communicator	Communicator class for interprocess communication
CCrossover	Crossover class - handles crossover of individuals (as opposed to CrossoverOp class that crosses genotypes)
CCrossoverOp	CrossoverOp base class
CBinary::BinaryCrsHalfUniform	Binary genotype: half uniform crossover operator
CBinary::BinaryCrsMasked	Binary genotype: masked crossover operator. Described on http://www.tomaszgwiazda.com/maskedX.htm. Evolve only one child instead of two as described on-line
CBinary::BinaryCrsNonGeometric	Binary genotype: non geometric crossover operator
CBinary::BinaryCrsOnePoint	Binary genotype: one point crossover operator
CBinary::BinaryCrsRandomRespectful	Binary genotype: random respectful crossover operator. Described on http://www.tomaszgwiazda.com/RandomRX.htm. Evolve only one child instead of two as described on-line
CBinary::BinaryCrsReducedSurrogate	Binary genotype: reduced surrogate crossover operator
CBinary::BinaryCrsSegmented	Binary genotype: segmented crossover operator
CBinary::BinaryCrsShuffle	Binary genotype: shuffle crossover operator
CBinary::BinaryCrsTwoPoint	Binary genotype: two point crossover operator
CBinary::BinaryCrsUniform	Binary genotype: uniform crossover operator
CBitString::BitStringCrsOnePoint	BitString genotype: one point crossover operator
CBitString::BitStringCrsUniform	BitString genotype uniform crossover operator
CCartesian::CartesianCrxHalfUniform	Cartesian genotype: half uniform crossover operator
CCartesian::CartesianCrxHalfUniform	Cartesian genotype: half uniform crossover operator
CCartesian::CartesianCrxOnePoint	Cartesian genotype: one point crossover operator
CCartesian::CartesianCrxOnePoint	Cartesian genotype: one point crossover operator
CCartesian::CartesianCrxUniform	Cartesian genotype: uniform crossover operator
CCartesian::CartesianCrxUniform	Cartesian genotype: uniform crossover operator
CFloatingPoint::FloatingPointCrsArithmetic	FloatingPoint genotype: offspring is defined as a linear combination of two vectors
CFloatingPoint::FloatingPointCrsArithmeticSimple	FloatingPoint genotype: take recombination point k. Child 1 is parent1 until k, rest is arithmetic average of parents
CFloatingPoint::FloatingPointCrsArithmeticSingle	FloatingPoint genotype: take random allele k. That point is arithmetic average of parents, other points are from parents
CFloatingPoint::FloatingPointCrsAverage	FloatingPoint genotype: child is average value of parent genes
CFloatingPoint::FloatingPointCrsBga	FloatingPoint genotype: BGA crossover (http://bib.irb.hr/datoteka/640222.CEC_2013.pdf, http://sci2s.ugr.es/publications/ficheros/IJIS-2003-18-3-309-338.PDF)
CFloatingPoint::FloatingPointCrsBlx	FloatingPoint genotype: value on allele i is random value taken from min-max interval from parents plus/minus difference times rand
CFloatingPoint::FloatingPointCrsBlxAlpha	FloatingPoint genotype: BLX alpha crossover (http://bib.irb.hr/datoteka/640222.CEC_2013.pdf)
CFloatingPoint::FloatingPointCrsBlxAlphaBeta	FloatingPoint genotype: BLX alpha-beta crossover (http://bib.irb.hr/datoteka/640222.CEC_2013.pdf)
CFloatingPoint::FloatingPointCrsDiscrete	FloatingPoint genotype: allele value for each gene is either from parent1 or from parent2 with equal probability
CFloatingPoint::FloatingPointCrsFlat	FloatingPoint genotype: value on allele i is random value taken from min-max interval from parents
CFloatingPoint::FloatingPointCrsHeuristic	FloatingPoint genotype: value on allele i smaller gene value + rand value * (greater - smaller value)
CFloatingPoint::FloatingPointCrsLocal	FloatingPoint genotype: local crossover (http://bib.irb.hr/datoteka/640222.CEC_2013.pdf)
CFloatingPoint::FloatingPointCrsOnePoint	FloatingPoint genotype: one point crossover operator with permissible split points only between dimensions
CFloatingPoint::FloatingPointCrsRandom	FloatingPoint genotype: random crossover, for testing purposes
CFloatingPoint::FloatingPointCrsSbx	FloatingPoint genotype: SBX crossover (http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.33.7291&rep=rep1&type=pdf, http://www.iitk.ac.in/kangal/papers/k2011017.pdf)
CGEP::GEPChromosomeCrsGene	GEPChromosome genotype: gene crx operator. Selects a gene number and swaps it between both parents
CGEP::GEPChromosomeCrsOnePoint	GEPChromosome genotype: one point crx operator. Selects a crossing point from which to exchange genetic information
CGEP::GEPChromosomeCrsTwoPoint	GEPChromosome genotype: two point crx operator. Selects two crossing points between which to exchange genetic information
CIntGenotype::IntGenotypeCrxAverage	IntGenotype genotype: average crossover operator
CIntGenotype::IntGenotypeCrxOp	IntGenotype genotype: uniform crossover operator
CIntGenotype::IntGenotypeCrxTwoPoint	IntGenotype genotype: two-point crossover operator
CPermutation::PermutationCrsCOSA	Permutation genotype: COSA crossover operator (adapted from HeuristicLab)
CPermutation::PermutationCrsCyclic	Permutation genotype: Cyclic crossover operator (see e.g. http://www.rubicite.com/Tutorials/GeneticAlgorithms/CrossoverOperators/CycleCrossoverOperator.aspx)
CPermutation::PermutationCrsCyclic2	Permutation genotype: Cyclic version 2 crossover operator (adapted from HeuristicLab)
CPermutation::PermutationCrsDPX	Permutation genotype: DPX crossover operator (see e.g. itc.ktu.lt/itc342/Misev342.pdf)
CPermutation::PermutationCrsOBX	Permutation genotype: Order based crossover operator (see e.g. http://dx.doi.org/10.1016/j.amc.2007.10.013)
CPermutation::PermutationCrsOPX	Permutation genotype: OPX crossover operator (see e.g. itc.ktu.lt/itc342/Misev342.pdf)
CPermutation::PermutationCrsOX	Permutation genotype: OX crossover operator (see e.g. http://dx.doi.org/10.1016/j.amc.2007.10.013)
CPermutation::PermutationCrsOX2	Permutation genotype: Order crossover operator variant where algorithm starts from the beginning when copying the values from second parent (adapted from HeuristicLab)
CPermutation::PermutationCrsPBX	Permutation genotype: PBX crossover operator (see e.g. http://dx.doi.org/10.1016/j.amc.2007.10.013)
CPermutation::PermutationCrsPMX	Permutation genotype: PMX crossover operator (see e.g. http://dx.doi.org/10.1016/j.amc.2007.10.013)
CPermutation::PermutationCrsSPX	Permutation genotype: SPX crossover operator (see e.g. itc.ktu.lt/itc342/Misev342.pdf)
CPermutation::PermutationCrsULX	Permutation genotype: Uniform like crossover operator (see e.g. itc.ktu.lt/itc342/Misev342.pdf)
CPermutation::PermutationCrsUPMX	Permutation genotype: UMPX crossover operator (see e.g. itc.ktu.lt/itc342/Misev342.pdf)
CTree::TreeCrxContextPreserved	Tree genotype: context presevation crx operator. Tries to make crossover at the 'same' point in both trees (with the same path from tree root node). Reference: http://dces.essex.ac.uk/staff/rpoli/gp-field-guide/53GPCrossover.html#11_3
CTree::TreeCrxOnePoint	Tree genotype: one point crx operator. Tries to select a crossing point in parent tree's common region. Reference: http://dces.essex.ac.uk/staff/rpoli/gp-field-guide/53GPCrossover.html#11_3
CTree::TreeCrxSimple	Tree genotype: simple tree crossover operator (with default 90% bias toward functional node) Reference: http://dces.essex.ac.uk/staff/rpoli/gp-field-guide/24RecombinationandMutation.html#7_4
CTree::TreeCrxSizeFair	Tree genotype: size fair crx operator. Reference: http://dces.essex.ac.uk/staff/rpoli/gp-field-guide/53GPCrossover.html#11_3
CTree::TreeCrxUniform	Tree genotype: uniform crx operator. Reference: http://dces.essex.ac.uk/staff/rpoli/gp-field-guide/53GPCrossover.html#11_3
CTreeCrxSimple	Tree genotype: simple tree crossover operator. Reference: http://dces.essex.ac.uk/staff/rpoli/gp-field-guide/24RecombinationandMutation.html#7_4
Cstd::enable_shared_from_this
CState	State class - backbone of the framework
CEvaluateOp	Evaluation base class
CAPSymbRegEvalOp	Symbolic regression evaluation operator (using AP genotype)
CAntEvalOp	Artificial ant evaluation class (and environment simulator)
CCGPSymbRegEvalOp	CGP symbolic regression evaluation operator
CEnvironment	Environment for the XCS algorithm
CFunctionMaxEvalOp
CFunctionMinEvalOp	Function minimization evaluation class
CFunctionMinEvalOp	Function minimization evaluation class
CFunctionMinEvalOp	Function minimization evaluation class
CGEPSymbRegEvalOp	GEP symbolic regression evaluation operator
CMyEvalOp
CMyEvalOp
COneMaxEvalOp	OneMax problem evaluation class
CSymbRegEvalOp	Symbolic regression evaluation operator
CTSPEvalOp	TSP evaluation operator
CEvolutionContext	Evolutionary context class
CFitness	Fitness base class
CFitnessMax	Fitness for maximization problems
CFitnessMin	Fitness for minimization problems
CMOFitness
CCartesian::Function
CCartesian::AddT< double >
CCartesian::AddT< double >
CCartesian::CosT< double >
CCartesian::CosT< double >
CCartesian::DivT< double >
CCartesian::DivT< double >
CCartesian::ExpT< double >
CCartesian::ExpT< double >
CCartesian::MaxT< double >
CCartesian::MaxT< double >
CCartesian::MinT< double >
CCartesian::MinT< double >
CCartesian::MulT< double >
CCartesian::MulT< double >
CCartesian::NlogT< double >
CCartesian::NlogT< double >
CCartesian::PosT< double >
CCartesian::PosT< double >
CCartesian::SinT< double >
CCartesian::SinT< double >
CCartesian::SqrtT< double >
CCartesian::SqrtT< double >
CCartesian::StepT< double >
CCartesian::StepT< double >
CCartesian::SubT< double >
CCartesian::SubT< double >
CCartesian::AddT< T >
CCartesian::AddT< T >
CCartesian::CosT< T >
CCartesian::CosT< T >
CCartesian::DivT< T >
CCartesian::DivT< T >
CCartesian::ExpT< T >
CCartesian::ExpT< T >
CCartesian::MaxT< T >
CCartesian::MaxT< T >
CCartesian::MinT< T >
CCartesian::MinT< T >
CCartesian::MulT< T >
CCartesian::MulT< T >
CCartesian::NlogT< T >
CCartesian::NlogT< T >
CCartesian::PosT< T >
CCartesian::PosT< T >
CCartesian::SinT< T >
CCartesian::SinT< T >
CCartesian::SqrtT< T >
CCartesian::SqrtT< T >
CCartesian::StepT< T >
CCartesian::StepT< T >
CCartesian::SubT< T >
CCartesian::SubT< T >
CCartesian::FunctionSet
CGenotype	Genotype base class
CBitString::BitString	BitString class - implements genotype as a series of bits
CCartesian::Cartesian
CCartesian::Cartesian
CClassifierParams	Classifier data structure in XCS algorithm
CGEP::GEPChromosome	GEPChromosome class - implements genotype as a Gene Expression Programming chromosome
CIntGenotype::IntGenotype	IntGenotype class - implements genotype as a vector of int values
CPermutation::Permutation	Permutation class - implements genotype as a vector of indices 0..(n-1) (permutation of indices)
CRealValueGenotype	RealValueGenotype class - abstract genotype class for genotypes that represent a vector of real values (Binary, FloatingPoint)
CBinary::Binary	Binary class - implements genotype as a vector of binary coded real values with variable interval and precision
CFloatingPoint::FloatingPoint	FloatingPoint class - implements genotype as a vector of floating point values
CTree::APGenotype	Analytical Programing genotype class - implements genotype as a vector of floating point values that translates to Tree genotype
CTree::Tree	Tree class - implements genotype as a tree
CPermutation::IndexBackedPermutation
CLogger::Log
CLogger	Logging class - handles screen output and file logging
CMutation	Mutation class - handles mutation of individuals (as opposed to MutationOp class that mutates genotypes)
CMutationOp	MutationOp base class
CBinary::BinaryMutMix	Binary genotype: mixing mutation operator
CBinary::BinaryMutSimple	Binary genotype: simple (bit-flip) mutation operator
CBitString::BitStringMutMix	BitString genotype mixing mutation operator
CBitString::BitStringMutSimple	BitString genotype simple (one bit) mutation operator
CCartesian::CartesianMutNonSilent
CCartesian::CartesianMutNonSilent
CCartesian::CartesianMutOnePoint
CCartesian::CartesianMutOnePoint
CCartesian::CartesianMutOnePointActive
CCartesian::CartesianMutOnePointActive
CCartesian::CartesianMutSilent	Cartesian genotype: one point mutation operator
CCartesian::CartesianMutSilent	Cartesian genotype: one point mutation operator
CFloatingPoint::FloatingPointMutSimple	FloatingPoint genotype: simple mutation where a single vector element is mutated. New value is random value from the given domain
CGEP::GEPChromosomeMutGauss	GEPChromosome genotype: standard normal distribution noise mutation operator. Applicable only on ephemereal random constants (ERC) of type 'double'
CGEP::GEPChromosomeMutOp	GEPChromosome genotype: node replacement mutation operator. Tries to replace the selected primitive with a different one, conforming to the restrictions of the domain where it is located
CIntGenotype::IntGenotypeMutOp	IntGenotype genotype: single-point mutation operator
CPermutation::PermutationMutIns	Permutation genotype: insert mutation operator (see e.g. http://dx.doi.org/10.1016/j.amc.2007.10.013)
CPermutation::PermutationMutInv	Permutation genotype: inversion mutation operator (see e.g. http://dx.doi.org/10.1016/j.amc.2007.10.013)
CPermutation::PermutationMutToggle	Permutation genotype: toggle mutation operator (see e.g. http://dx.doi.org/10.1016/j.amc.2007.10.013)
CTree::TreeMutGauss	Tree genotype: standard normal distribution noise mutation operator. Applicable only on ephemereal random constants (ERC) of type 'double'
CTree::TreeMutHoist	Tree genotype: mutation operator that replaces original tree with a randomly chosen subtree from the original tree
CTree::TreeMutNodeComplement	Tree genotype: complement node mutation operator. For the operator to succeed, the chosen primitive must have a defined complement
CTree::TreeMutNodeReplace	Tree genotype: node replacement mutation operator. Tries to replace the selected primitive with a different one with the same number of arguments
CTree::TreeMutPermutation	Tree genotype: permutation mutation operator
CTree::TreeMutShrink	Tree genotype: mutation operator that shrinks randomly chosen subtree
CTree::TreeMutSubtree	Tree genotype: subtree size-fair mutation operator. This is a 'standard' GP subtree mutation
CTree::my_type
CCartesian::Node
CTree::Node	Node base class (Tree genotype)
COperator	Abstract operator class
CHallOfFame	Records a set of best-so-far individuals
CMigration	Migration class - handles individual migration between demes
CStatCalc	Statistics calculation class
CTermFitnessValOp	Termination operator: terminates on a given fitness value
CTermMaxEvalOp	Termination operator: terminates on a given number of fitness evaluations
CTermMaxGenOp	Termination operator: terminates on a given number of generations
CTermMaxTimeOp	Termination operator: terminates on a given elapsed time
CTermStagnationOp	Termination operator: terminates when no improvement occurs in best individual for a given number of generations
CECF::Param	ECF parameter structure, as stored in the Registry
CTree::Primitives::Primitive	Base primitive class (Tree genotype)
CTree::Primitives::AddT< double >
CTree::Primitives::DivT< double >
CTree::Primitives::ERC< double >
CTree::Primitives::ERCD	Ephemereal random constant (ERC) node of type double (Tree genotype)
CTree::Primitives::MaxT< double >
CTree::Primitives::MinT< double >
CTree::Primitives::MulT< double >
CTree::Primitives::NegT< double >
CTree::Primitives::PosT< double >
CTree::Primitives::SubT< double >
CTree::Primitives::TerminalT< double >
CIfFoodAhead	GP function, checks if the food is ahead
CMoveAhead	GP terminal, moves the ant one square ahead
CProg2	GP function, executes 2 subtrees in sequence
CProg3	GP function, executes 3 subtrees in sequence
CTree::MyFunc
CTree::MyTerminal
CTree::Primitives::AddT< T >	Add function primitive (Tree genotype)
CTree::Primitives::Avg	Avg function primitive (Tree genotype)
CTree::Primitives::Cos	Cos function primitive (Tree genotype)
CTree::Primitives::DivT< T >	Div function primitive (Tree genotype)
CTree::Primitives::ERC< T >	Ephemereal random constant (ERC) node class (Tree genotype)
CTree::Primitives::Log
CTree::Primitives::MaxT< T >	Max function primitive (Tree genotype)
CTree::Primitives::MinT< T >	Min function primitive (Tree genotype)
CTree::Primitives::MulT< T >	Mul function primitive (Tree genotype)
CTree::Primitives::NegT< T >	Neg function primitive (Tree genotype)
CTree::Primitives::PosT< T >	Pos function primitive (Tree genotype)
CTree::Primitives::Sin	Sin function primitive (Tree genotype)
CTree::Primitives::Sqrt
CTree::Primitives::SubT< T >	Sub function primitive (Tree genotype)
CTree::Primitives::TerminalT< T >	Terminal tree node class (Tree genotype)
CTurnLeft	GP terminal, turns the ant left
CTurnRight	GP terminal, turns the ant right
CTree::PrimitiveSet	Primitive set class: collects all Tree Primitives
CTree::PrimitiveSetAP	Primitive set class for APGenotype: collects all Tree Primitives
CRandomizer	Abstract Randomizer class
CSimpleRandomizer	A simple randomizer that uses in-built random number generator
Cconvergence.ReadStats
Cmake_stats.ReadStats
CRegistry	Repository for all the system parameters
CSelectionOperator	Selection operator base class
CSelBestOp	Best individual selection operator
CSelFitnessProportionalOp	Fitness proportional (and inverse proportional) individual selection operator
CSelRandomOp	Random individual selection operator
CSelWorstOp	Worst individual selection operator
Cstd::vector
CDeme	Deme class - inherits a vector of Individual objects
CGEP::GEPChromosome	GEPChromosome class - implements genotype as a Gene Expression Programming chromosome
CIndividual	Individual class - inherits a vector of Genotype objects
CMOFitness
CPopulation	Population class - inherits a vector of Deme objects
CTree::Tree	Tree class - implements genotype as a tree
CXCSParams	Parameters for the XCS algorithm