This class represents the weighted sum of a finite set of probability density functions. More...
#include <Mixture.h>
Classes | |
| struct | MixtureStruct |
Public Member Functions | |
| void | addComponent (const PDF &pdf, double w) |
| Adds a component pdf with given weight. | |
| void | clear () |
| Removes all components. | |
| Mixture * | clone () const |
| Creates a clone of the object. The clone method is cheap since it only copies a pointer. A deep clone will only be created if the original object is modified. | |
| int | components () const |
| Returns the number of components. | |
| const PDF & | getComponent (int i) const |
| Returns a reference to the i'th component. | |
| double | getLikelihood (const PDF &pdf) const |
| double | getMaxDensity () const |
| NOT IMPLEMENTED FOR MIXTURE. | |
| double | getWeight (int i) const |
| Returns the weight of the i'th component. | |
| Mixture (const Mixture &orig) | |
| Copy constructor. | |
| Mixture () | |
| Constructs a mixture pdf with no initial components. | |
| void | normalizeWeights () |
| Normalizes the weights of all components. | |
| Mixture & | operator= (const Mixture &other) |
| Assignment operator. The operation is cheap since it only copies a pointer. A deep clone will only be created if the original object is modified. | |
| std::string | toString (const std::string &indent="") const |
| Represents the Mixture as a string for easier console output. | |
| virtual | ~Mixture () |
| Destructor. | |
Protected Member Functions | |
| void | cloneStruct () |
Protected Attributes | |
| MixtureStruct * | ptr_ |
This class represents the weighted sum of a finite set of probability density functions.
Definition at line 54 of file Mixture.h.
| Mixture::Mixture | ( | ) |
Constructs a mixture pdf with no initial components.
Definition at line 41 of file Mixture.cpp.
| Mixture::Mixture | ( | const Mixture & | orig | ) |
Copy constructor.
Definition at line 44 of file Mixture.cpp.
| Mixture::~Mixture | ( | ) | [virtual] |
Destructor.
Definition at line 50 of file Mixture.cpp.
| void Mixture::addComponent | ( | const PDF & | pdf, | |
| double | w | |||
| ) |
Adds a component pdf with given weight.
| The component pdf | ||
| w | Weight of the component |
Definition at line 120 of file Mixture.cpp.
| void Mixture::clear | ( | ) |
Removes all components.
Definition at line 101 of file Mixture.cpp.
| Mixture * Mixture::clone | ( | ) | const [virtual] |
Creates a clone of the object. The clone method is cheap since it only copies a pointer. A deep clone will only be created if the original object is modified.
Implements pbl::PDF.
Definition at line 76 of file Mixture.cpp.
| void Mixture::cloneStruct | ( | ) | [protected] |
Definition at line 80 of file Mixture.cpp.
| int Mixture::components | ( | ) | const |
Returns the number of components.
Definition at line 116 of file Mixture.cpp.
| const PDF & Mixture::getComponent | ( | int | i | ) | const |
Returns a reference to the i'th component.
| i | Index of the component |
Definition at line 139 of file Mixture.cpp.
| double Mixture::getLikelihood | ( | const PDF & | ) | const [virtual] |
Implements pbl::PDF.
Definition at line 87 of file Mixture.cpp.
| double Mixture::getMaxDensity | ( | ) | const [virtual] |
| double Mixture::getWeight | ( | int | i | ) | const |
Returns the weight of the i'th component.
| i | Index of the component |
Definition at line 144 of file Mixture.cpp.
| void Mixture::normalizeWeights | ( | ) |
Normalizes the weights of all components.
Definition at line 149 of file Mixture.cpp.
Assignment operator. The operation is cheap since it only copies a pointer. A deep clone will only be created if the original object is modified.
Definition at line 60 of file Mixture.cpp.
| std::string Mixture::toString | ( | const std::string & | indent = "" |
) | const [virtual] |
Represents the Mixture as a string for easier console output.
Implements pbl::PDF.
Definition at line 162 of file Mixture.cpp.
MixtureStruct* pbl::Mixture::ptr_ [protected] |
