Holds all the sets of input membership functions. More...

#include <input_sets.hpp>

Collaboration diagram for slifis::INPUT_SETS:

Public Member Functions
Constructors and related functions
	INPUT_SETS ()
	~INPUT_SETS ()
void	Clear ()
Density/triggering related
void	ClearAllCounters ()
	Clears all trigger counters of all the inputs.
void	GetInputTriggerValues (size_t input_idx, std::vector< size_t > &v_hits) const
	Return trigger values for the input `input_idx` set of membership functions, see Density information.
void	GetInputTriggerValues (std::string fs_name, std::vector< size_t > &v_hits) const
	Return trigger values for the input named `name` set of membership functions, see Density information.
Adding stuff to inputs
void	Add (const FUZZY_IN &f)
	Add set of functions `f` to input set.
bool	AddMf (size_t idx, const MEMBFUNC &mf)
	Add membership function `mf` to input set `idx`. Returns false in case of error, and outputs an warning in logfile.
bool	AddMf (std::string name, const MEMBFUNC &mf)
	Add membership function `mf` to input set identified by `name`. Returns false in case of error, and outputs an warning in logfile.
Fetching and editing sets
const FUZZY_IN &	GetMfSet (size_t idx) const
	Returns const reference on set of functions identified by index `idx`.
FUZZY_IN &	GetMfSet (size_t idx)
	Returns reference on set of functions identified by index `idx`.
const FUZZY_IN &	GetMfSet (std::string inputvar) const
	Returns const reference on input set of name `name`.
FUZZY_IN &	GetMfSet (std::string inputvar)
	Returns reference on input set of name `name`.
void	DeleteSet (size_t idx)
	Delete input set identified by index `idx`, return false on failure, true on success.
void	DeleteSet (std::string &in_name)
	Delete input set identified by name `in_name`, return false on failure, true on success.
void	DeleteMf (size_t fs_idx, size_t mf_idx)
	Delete a membership function in one of the inputs sets, given by index.
void	DeleteMf (std::string in_name, size_t mf_idx)
	Deletes in input `fs_name` the membership function with index `mf_idx`.
void	DeleteAllMf ()
	Removes all membreship functions of all input sets, but keeps those.
Information on sets
int	FindInputSet (std::string name) const
	Returns the index of input set of functions identified by `name`. If not found, returns -1.
const std::string &	GetName (size_t idx) const
	Returns the name of input of index `idx`.
size_t	GetNb () const
	Returns the nb of inputs.
bool	AreValid () const
	Returns true if all the sets are valid.
const std::vector< FUZZY_IN > &	GetMfSetVector () const
size_t	GetNbCombinations () const
	Returns the nb of membership combinations possible with the given input sets.
void	GetIndexCombination (size_t idx, std::vector< size_t > &) const
	Returns a vector of size equal to the number of inputs, containing indexes for inputs corresponding to combination `idx`.
void	PrintInputNames (FILE *f) const
	Prints input names, used for user help in case of trouble.
Private Attributes
std::vector< FUZZY_IN >	_v_InputFuzzySets

Detailed Description

Holds all the sets of input membership functions.

Data is a vector of inputs (FUZZY_IN class)

Constructor & Destructor Documentation

slifis::INPUT_SETS::INPUT_SETS ( )

slifis::INPUT_SETS::~INPUT_SETS ( )

Member Function Documentation

void slifis::INPUT_SETS::Clear ( )

Referenced by slifis::SLIFIS::DeleteAllInputs().

void slifis::INPUT_SETS::ClearAllCounters ( )

Clears all trigger counters of all the inputs.

void slifis::INPUT_SETS::GetInputTriggerValues	(	size_t	input_idx,
		std::vector< size_t > &	v_hits
	)		const

Return trigger values for the input input_idx set of membership functions, see Density information.

References __IN__, __OUT__, slifis::ERR_MFSET_BAD_INDEX, and SLIFIS_ERROR_2.

void slifis::INPUT_SETS::GetInputTriggerValues	(	std::string	fs_name,
		std::vector< size_t > &	v_hits
	)		const

Return trigger values for the input named name set of membership functions, see Density information.

References __IN__, __OUT__, slifis::ERR_MFSET_NONAME, and SLIFIS_ERROR_1.

void slifis::INPUT_SETS::Add ( const FUZZY_IN & f )

Add set of functions f to input set.

Warning:: If a set of same name already exists in input set, the new one will (silently) replace it!

References slifis::FUZZY_ROOT::GetName().

bool slifis::INPUT_SETS::AddMf	(	size_t	idx,
		const MEMBFUNC &	mf
	)

Add membership function mf to input set idx. Returns false in case of error, and outputs an warning in logfile.

References __IN__, __OUT__, SLIFIS_WARNING, and SLIFIS_WARNING_1.

bool slifis::INPUT_SETS::AddMf	(	std::string	name,
		const MEMBFUNC &	mf
	)

Add membership function mf to input set identified by name. Returns false in case of error, and outputs an warning in logfile.

References __IN__, __OUT__, SLIFIS_WARNING, and SLIFIS_WARNING_1.

const FUZZY_IN & slifis::INPUT_SETS::GetMfSet ( size_t idx ) const

Returns const reference on set of functions identified by index idx.

References __IN__, __OUT__, slifis::ERR_MFSET_BAD_INDEX, and SLIFIS_ERROR.

Referenced by slifis::RULE_BASE::AddNewRule(), slifis::RULE_BASE::GetInputSet(), slifis::RULE_IDX::GetRuleFiringStrength(), slifis::DATA_SET::GetSubset(), slifis::ROOT_RULE::GetTSOutputValue(), slifis::SLIFIS::operator==(), and slifis::PrintDifferences().

FUZZY_IN & slifis::INPUT_SETS::GetMfSet ( size_t idx )

Returns reference on set of functions identified by index idx.

References __IN__, __OUT__, slifis::ERR_MFSET_BAD_INDEX, and SLIFIS_ERROR.

const FUZZY_IN & slifis::INPUT_SETS::GetMfSet ( std::string inputvar ) const

Returns const reference on input set of name name.

References __IN__, __OUT__, slifis::ERR_MFSET_NONAME, and SLIFIS_ERROR.

FUZZY_IN & slifis::INPUT_SETS::GetMfSet ( std::string inputvar )

Returns reference on input set of name name.

References __IN__, __OUT__, slifis::ERR_MFSET_NONAME, and SLIFIS_ERROR.

void slifis::INPUT_SETS::DeleteSet ( size_t idx )

Delete input set identified by index idx, return false on failure, true on success.

In case of failure (invalid index), prints a warning in logfile

References __IN__, __OUT__, slifis::ERR_MFSET_BAD_INDEX, and SLIFIS_ERROR_2.

void slifis::INPUT_SETS::DeleteSet ( std::string & in_name )

Delete input set identified by name in_name, return false on failure, true on success.

In case of failure (set has no input of that name), prints a warning in logfile

References __IN__, __OUT__, slifis::ERR_MFSET_NONAME, and SLIFIS_ERROR_1.

void slifis::INPUT_SETS::DeleteMf	(	size_t	fs_idx,
		size_t	mf_idx
	)

Delete a membership function in one of the inputs sets, given by index.

Parameters:

fs_idx	index of the input where we want to remove a membership function
mf_idx	index of the membership function we want to remove in the input `fs_idx`

References __IN__, __OUT__, slifis::ERR_MFSET_BAD_INDEX, and SLIFIS_ERROR_2.

void slifis::INPUT_SETS::DeleteMf	(	std::string	in_name,
		size_t	mf_idx
	)

Deletes in input fs_name the membership function with index mf_idx.

References __IN__, __OUT__, slifis::ERR_MFSET_NONAME, and SLIFIS_ERROR.

void slifis::INPUT_SETS::DeleteAllMf ( )

Removes all membreship functions of all input sets, but keeps those.

References __IN__, and __OUT__.

Referenced by slifis::SLIFIS::DeleteAllInputsMf().

int slifis::INPUT_SETS::FindInputSet ( std::string name ) const

Returns the index of input set of functions identified by name. If not found, returns -1.

References __IN__, and __OUT__.

const std::string & slifis::INPUT_SETS::GetName ( size_t idx ) const [inline]

Returns the name of input of index idx.

References __IN__, __OUT__, _v_InputFuzzySets, slifis::ERR_MFSET_BAD_INDEX, GetNb(), and SLIFIS_ERROR_2.

size_t slifis::INPUT_SETS::GetNb ( ) const [inline]

Returns the nb of inputs.

References _v_InputFuzzySets.

Referenced by GetName(), slifis::RULE_BASE::GetNbInputs(), slifis::SLIFIS::GetNbInputs(), slifis::RULE_IDX::GetRuleFiringStrength(), slifis::DATA_SET::GetSubset(), slifis::ROOT_RULE::GetTSOutputValue(), and slifis::RULE_BASE::Sort().

bool slifis::INPUT_SETS::AreValid ( ) const

Returns true if all the sets are valid.

Just calls FUZZY_ROOT::SetIsValid() on all of them.

References __IN__, and __OUT__.

const std::vector<FUZZY_IN>& slifis::INPUT_SETS::GetMfSetVector ( ) const [inline]

References _v_InputFuzzySets.

size_t slifis::INPUT_SETS::GetNbCombinations ( ) const

Returns the nb of membership combinations possible with the given input sets.

For example, say input 1 has 3 MF, input 2 has 2 MF and input 3 has 4 MF. Then whe have $3 \times 2 \times 4 = 24$ possible combinations.

References __IN__, __OUT__, slifis::ERR_NO_INPUTS, and SLIFIS_ERROR.

void slifis::INPUT_SETS::GetIndexCombination	(	size_t	idx_comb,
		std::vector< size_t > &	v_idx
	)		const

Returns a vector of size equal to the number of inputs, containing indexes for inputs corresponding to combination idx.

For example, say input 1 has 3 MF, input 2 has 2 MF and input 3 has 4 MF. Then the number of combinations will be computed by GetNbCombinations() and will be equal to $3 \times 2 \times 4 = 24$

If we ask for:

index 0, then vector will be ( 0, 0, 0 )
      1,                     ( 0, 0, 1 )
      2,                     ( 0, 0, 2 )
      3,                     ( 0, 0, 3 )
      4,                     ( 0, 1, 0 )
      5,                     ( 0, 1, 1 )
      6,                     ( 0, 1, 2 )
      7,                     ( 0, 1, 3 )
      8,                     ( 1, 0, 0 )
...
	 22,                     ( 2, 1, 2 )
	 23,                     ( 2, 1, 3 )

Needed for Takagi-Sugeno rule building.

References __IN__, __OUT__, slifis::ERR_INPUTS_BAD_INDEX, and SLIFIS_ERROR_2.

void slifis::INPUT_SETS::PrintInputNames ( FILE * f ) const

Prints input names, used for user help in case of trouble.

Member Data Documentation

std::vector<FUZZY_IN> slifis::INPUT_SETS::_v_InputFuzzySets [private]

Referenced by GetMfSetVector(), GetName(), and GetNb().

Public Member Functions

Private Attributes

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation