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/**
@file
@ingroup cudd
@brief Correlation between BDDs.
@author Fabio Somenzi
@copyright@parblock Copyright (c) 1995-2015, Regents of the University of Colorado
All rights reserved.
Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
Neither the name of the University of Colorado nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. @endparblock
*/
#include "util.h"
#include "cuddInt.h"
/*---------------------------------------------------------------------------*/ /* Constant declarations */ /*---------------------------------------------------------------------------*/
/*---------------------------------------------------------------------------*/ /* Stucture declarations */ /*---------------------------------------------------------------------------*/
/*---------------------------------------------------------------------------*/ /* Type declarations */ /*---------------------------------------------------------------------------*/
/** Type of hash-table key. */ typedef struct hashEntry { DdNode *f; DdNode *g; } HashEntry;
/*---------------------------------------------------------------------------*/ /* Variable declarations */ /*---------------------------------------------------------------------------*/
#ifdef CORREL_STATS
static int num_calls; #endif
/*---------------------------------------------------------------------------*/ /* Macro declarations */ /*---------------------------------------------------------------------------*/
/** \cond */
/*---------------------------------------------------------------------------*/ /* Static function prototypes */ /*---------------------------------------------------------------------------*/
static double bddCorrelationAux (DdManager *dd, DdNode *f, DdNode *g, st_table *table); static double bddCorrelationWeightsAux (DdManager *dd, DdNode *f, DdNode *g, double *prob, st_table *table); static int CorrelCompare (const void *key1, const void *key2); static int CorrelHash (void const *key, int modulus); static enum st_retval CorrelCleanUp (void *key, void *value, void *arg);
/** \endcond */
/*---------------------------------------------------------------------------*/ /* Definition of exported functions */ /*---------------------------------------------------------------------------*/
/**
@brief Computes the correlation of f and g.
@details If f == g, their correlation is 1. If f == g', their correlation is 0.
@return the fraction of minterms in the ON-set of the EXNOR of f and g. If it runs out of memory, returns (double)CUDD_OUT_OF_MEM.
@sideeffect None
@see Cudd_bddCorrelationWeights
*/ double Cudd_bddCorrelation( DdManager * manager, DdNode * f, DdNode * g) { st_table *table; double correlation;
#ifdef CORREL_STATS
num_calls = 0; #endif
table = st_init_table(CorrelCompare,CorrelHash); if (table == NULL) return((double)CUDD_OUT_OF_MEM); correlation = bddCorrelationAux(manager,f,g,table); st_foreach(table, CorrelCleanUp, NIL(void)); st_free_table(table); return(correlation);
} /* end of Cudd_bddCorrelation */
/**
@brief Computes the correlation of f and g for given input probabilities.
@details On input, prob\[i\] is supposed to contain the probability of the i-th input variable to be 1. If f == g, their correlation is 1. If f == g', their correlation is 0. The correlation of f and the constant one gives the probability of f.
@return the probability that f and g have the same value. If it runs out of memory, returns (double)CUDD_OUT_OF_MEM.
@sideeffect None
@see Cudd_bddCorrelation
*/ double Cudd_bddCorrelationWeights( DdManager * manager, DdNode * f, DdNode * g, double * prob) { st_table *table; double correlation;
#ifdef CORREL_STATS
num_calls = 0; #endif
table = st_init_table(CorrelCompare,CorrelHash); if (table == NULL) return((double)CUDD_OUT_OF_MEM); correlation = bddCorrelationWeightsAux(manager,f,g,prob,table); st_foreach(table, CorrelCleanUp, NIL(void)); st_free_table(table); return(correlation);
} /* end of Cudd_bddCorrelationWeights */
/*---------------------------------------------------------------------------*/ /* Definition of internal functions */ /*---------------------------------------------------------------------------*/
/*---------------------------------------------------------------------------*/ /* Definition of static functions */ /*---------------------------------------------------------------------------*/
/**
@brief Performs the recursive step of Cudd_bddCorrelation.
@return the fraction of minterms in the ON-set of the EXNOR of f and g.
@sideeffect None
@see bddCorrelationWeightsAux
*/ static double bddCorrelationAux( DdManager * dd, DdNode * f, DdNode * g, st_table * table) { DdNode *Fv, *Fnv, *G, *Gv, *Gnv; double min, *pmin, min1, min2; void *dummy; HashEntry *entry; int topF, topG;
statLine(dd); #ifdef CORREL_STATS
num_calls++; #endif
/* Terminal cases: only work for BDDs. */ if (f == g) return(1.0); if (f == Cudd_Not(g)) return(0.0);
/* Standardize call using the following properties:
** (f EXNOR g) = (g EXNOR f) ** (f' EXNOR g') = (f EXNOR g). */ if (f > g) { DdNode *tmp = f; f = g; g = tmp; } if (Cudd_IsComplement(f)) { f = Cudd_Not(f); g = Cudd_Not(g); } /* From now on, f is regular. */ entry = ALLOC(HashEntry,1); if (entry == NULL) { dd->errorCode = CUDD_MEMORY_OUT; return(CUDD_OUT_OF_MEM); } entry->f = f; entry->g = g;
/* We do not use the fact that
** correlation(f,g') = 1 - correlation(f,g) ** to minimize the risk of cancellation. */ if (st_lookup(table, entry, &dummy)) { min = *(double *) dummy; FREE(entry); return(min); }
G = Cudd_Regular(g); topF = cuddI(dd,f->index); topG = cuddI(dd,G->index); if (topF <= topG) { Fv = cuddT(f); Fnv = cuddE(f); } else { Fv = Fnv = f; } if (topG <= topF) { Gv = cuddT(G); Gnv = cuddE(G); } else { Gv = Gnv = G; }
if (g != G) { Gv = Cudd_Not(Gv); Gnv = Cudd_Not(Gnv); }
min1 = bddCorrelationAux(dd, Fv, Gv, table) / 2.0; if (min1 == (double)CUDD_OUT_OF_MEM) { FREE(entry); return(CUDD_OUT_OF_MEM); } min2 = bddCorrelationAux(dd, Fnv, Gnv, table) / 2.0; if (min2 == (double)CUDD_OUT_OF_MEM) { FREE(entry); return(CUDD_OUT_OF_MEM); } min = (min1+min2); pmin = ALLOC(double,1); if (pmin == NULL) { dd->errorCode = CUDD_MEMORY_OUT; return((double)CUDD_OUT_OF_MEM); } *pmin = min;
if (st_insert(table, entry, pmin) == ST_OUT_OF_MEM) { FREE(entry); FREE(pmin); return((double)CUDD_OUT_OF_MEM); } return(min);
} /* end of bddCorrelationAux */
/**
@brief Performs the recursive step of Cudd_bddCorrelationWeigths.
@sideeffect None
@see bddCorrelationAux
*/ static double bddCorrelationWeightsAux( DdManager * dd, DdNode * f, DdNode * g, double * prob, st_table * table) { DdNode *Fv, *Fnv, *G, *Gv, *Gnv; double min, *pmin, min1, min2; void *dummy; HashEntry *entry; int topF, topG; unsigned index;
statLine(dd); #ifdef CORREL_STATS
num_calls++; #endif
/* Terminal cases: only work for BDDs. */ if (f == g) return(1.0); if (f == Cudd_Not(g)) return(0.0);
/* Standardize call using the following properties:
** (f EXNOR g) = (g EXNOR f) ** (f' EXNOR g') = (f EXNOR g). */ if (f > g) { DdNode *tmp = f; f = g; g = tmp; } if (Cudd_IsComplement(f)) { f = Cudd_Not(f); g = Cudd_Not(g); } /* From now on, f is regular. */ entry = ALLOC(HashEntry,1); if (entry == NULL) { dd->errorCode = CUDD_MEMORY_OUT; return((double)CUDD_OUT_OF_MEM); } entry->f = f; entry->g = g;
/* We do not use the fact that
** correlation(f,g') = 1 - correlation(f,g) ** to minimize the risk of cancellation. */ if (st_lookup(table, entry, &dummy)) { min = *(double *) dummy; FREE(entry); return(min); }
G = Cudd_Regular(g); topF = cuddI(dd,f->index); topG = cuddI(dd,G->index); if (topF <= topG) { Fv = cuddT(f); Fnv = cuddE(f); index = f->index; } else { Fv = Fnv = f; index = G->index; } if (topG <= topF) { Gv = cuddT(G); Gnv = cuddE(G); } else { Gv = Gnv = G; }
if (g != G) { Gv = Cudd_Not(Gv); Gnv = Cudd_Not(Gnv); }
min1 = bddCorrelationWeightsAux(dd, Fv, Gv, prob, table) * prob[index]; if (min1 == (double)CUDD_OUT_OF_MEM) { FREE(entry); return((double)CUDD_OUT_OF_MEM); } min2 = bddCorrelationWeightsAux(dd, Fnv, Gnv, prob, table) * (1.0 - prob[index]); if (min2 == (double)CUDD_OUT_OF_MEM) { FREE(entry); return((double)CUDD_OUT_OF_MEM); } min = (min1+min2); pmin = ALLOC(double,1); if (pmin == NULL) { dd->errorCode = CUDD_MEMORY_OUT; return((double)CUDD_OUT_OF_MEM); } *pmin = min;
if (st_insert(table, entry, pmin) == ST_OUT_OF_MEM) { FREE(entry); FREE(pmin); return((double)CUDD_OUT_OF_MEM); } return(min);
} /* end of bddCorrelationWeightsAux */
/**
@brief Compares two hash table entries.
@return 0 if they are identical; 1 otherwise.
@sideeffect None
*/ static int CorrelCompare( void const * key1, void const * key2) { HashEntry const *entry1 = (HashEntry const *) key1; HashEntry const *entry2 = (HashEntry const *) key2; if (entry1->f != entry2->f || entry1->g != entry2->g) return(1);
return(0);
} /* end of CorrelCompare */
/**
@brief Hashes a hash table entry.
@details It is patterned after st_strhash.
@return a value between 0 and modulus.
@sideeffect None
*/ static int CorrelHash( void const * key, int modulus) { HashEntry const *entry = (HashEntry const *) key; int val = 0;
val = (int) (((ptrint)entry->f)*997 + ((ptrint)entry->g));
return ((val < 0) ? -val : val) % modulus;
} /* end of CorrelHash */
/**
@brief Frees memory associated with hash table.
@return ST_CONTINUE.
@sideeffect None
*/ static enum st_retval CorrelCleanUp( void * key, void * value, void * arg) { double *d = (double *) value; HashEntry *entry = (HashEntry *) key;
(void) arg; /* avoid warning */ FREE(entry); FREE(d); return ST_CONTINUE;
} /* end of CorrelCleanUp */
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