/** @file @ingroup cudd @brief Functions to manipulate the variable interaction matrix. @details The interaction matrix tells whether two variables are both in the support of some function of the %DD. The main use of the interaction matrix is in the in-place swapping. Indeed, if two variables do not interact, there is no arc connecting the two layers; therefore, the swap can be performed in constant time, without scanning the subtables. Another use of the interaction matrix is in the computation of the lower bounds for sifting. Finally, the interaction matrix can be used to speed up aggregation checks in symmetric and group sifting.
The computation of the interaction matrix is done with a series of depth-first searches. The searches start from those nodes that have only external references. The matrix is stored as a packed array of bits; since it is symmetric, only the upper triangle is kept in memory. As a final remark, we note that there may be variables that do interact, but that for a given variable order have no arc connecting their layers when they are adjacent. For instance, in ite(a,b,c) with the order asize, sets the corresponding bit of the interaction matrix to 1. @sideeffect None */ void cuddSetInteract( DdManager * table, int x, int y) { ptruint posn, word, bit; #ifdef DD_DEBUG assert(x < y); assert(y < table->size); assert(x >= 0); #endif posn = (((((ptruint)table->size << 1) - x - 3) * x) >> 1) + y - 1; word = posn >> LOGBPL; bit = posn & (BPL-1); table->interact[word] |= ((ptruint) 1) << bit; } /* end of cuddSetInteract */ /** @brief Test interaction matrix entries. @details Given a pair of variables 0 <= x < y < table->size, tests whether the corresponding bit of the interaction matrix is 1. Returns the value of the bit. @sideeffect None */ int cuddTestInteract( DdManager * table, int x, int y) { ptruint posn, word, bit; int result; if (x > y) { int tmp = x; x = y; y = tmp; } #ifdef DD_DEBUG assert(x < y); assert(y < table->size); assert(x >= 0); #endif posn = (((((ptruint)table->size << 1) - x - 3) * x) >> 1) + y - 1; word = posn >> LOGBPL; bit = posn & (BPL-1); result = (table->interact[word] >> bit) & (ptruint) 1; return(result); } /* end of cuddTestInteract */ /** @brief Initializes the interaction matrix. @details The interaction matrix is implemented as a bit vector storing the upper triangle of the symmetric interaction matrix. The bit vector is kept in an array of ptruints. The computation is based on a series of depth-first searches, one for each root of the DAG. Two flags are needed: The local visited flag uses the LSB of the then pointer. The global visited flag uses the LSB of the next pointer. @return 1 if successful; 0 otherwise. @sideeffect None */ int cuddInitInteract( DdManager * table) { unsigned int i; int j; ptruint words; ptruint *interact; char *support; DdNode *f; DdNode *sentinel = &(table->sentinel); DdNodePtr *nodelist; int slots; ptruint n = (ptruint) table->size; words = ((n * (n-1)) >> (1 + LOGBPL)) + 1; table->interact = interact = ALLOC(ptruint,words); if (interact == NULL) { table->errorCode = CUDD_MEMORY_OUT; return(0); } for (i = 0; i < words; i++) { interact[i] = 0; } support = ALLOC(char,n); if (support == NULL) { table->errorCode = CUDD_MEMORY_OUT; FREE(interact); return(0); } for (i = 0; i < n; i++) { support[i] = 0; } for (i = 0; i < n; i++) { nodelist = table->subtables[i].nodelist; slots = table->subtables[i].slots; for (j = 0; j < slots; j++) { f = nodelist[j]; while (f != sentinel) { /* A node is a root of the DAG if it cannot be ** reached by nodes above it. If a node was never ** reached during the previous depth-first searches, ** then it is a root, and we start a new depth-first ** search from it. */ if (!Cudd_IsComplement(f->next)) { ddSuppInteract(f,support); ddClearLocal(f); ddUpdateInteract(table,support); } f = Cudd_Regular(f->next); } } } ddClearGlobal(table); FREE(support); return(1); } /* end of cuddInitInteract */ /*---------------------------------------------------------------------------*/ /* Definition of static functions */ /*---------------------------------------------------------------------------*/ /** @brief Find the support of f. @details Performs a DFS from f. Uses the LSB of the then pointer as visited flag. @sideeffect Accumulates in support the variables on which f depends. */ static void ddSuppInteract( DdNode * f, char * support) { if (cuddIsConstant(f) || Cudd_IsComplement(cuddT(f))) { return; } support[f->index] = 1; ddSuppInteract(cuddT(f),support); ddSuppInteract(Cudd_Regular(cuddE(f)),support); /* mark as visited */ cuddT(f) = Cudd_Complement(cuddT(f)); f->next = Cudd_Complement(f->next); return; } /* end of ddSuppInteract */ /** @brief Performs a DFS from f, clearing the LSB of the then pointers. @sideeffect None */ static void ddClearLocal( DdNode * f) { if (cuddIsConstant(f) || !Cudd_IsComplement(cuddT(f))) { return; } /* clear visited flag */ cuddT(f) = Cudd_Regular(cuddT(f)); ddClearLocal(cuddT(f)); ddClearLocal(Cudd_Regular(cuddE(f))); return; } /* end of ddClearLocal */ /** @brief Marks as interacting all pairs of variables that appear in support. @details If support[i == support[j] == 1, sets the (i,j) entry of the interaction matrix to 1.] @sideeffect Clears support. */ static void ddUpdateInteract( DdManager * table, char * support) { int i,j; int n = table->size; for (i = 0; i < n-1; i++) { if (support[i] == 1) { support[i] = 0; for (j = i+1; j < n; j++) { if (support[j] == 1) { cuddSetInteract(table,i,j); } } } } support[n-1] = 0; } /* end of ddUpdateInteract */ /** @brief Scans the %DD and clears the LSB of the next pointers. @details The LSB of the next pointers are used as markers to tell whether a node was reached by at least one DFS. Once the interaction matrix is built, these flags are reset. @sideeffect None */ static void ddClearGlobal( DdManager * table) { int i,j; DdNode *f; DdNode *sentinel = &(table->sentinel); DdNodePtr *nodelist; int slots; for (i = 0; i < table->size; i++) { nodelist = table->subtables[i].nodelist; slots = table->subtables[i].slots; for (j = 0; j < slots; j++) { f = nodelist[j]; while (f != sentinel) { f->next = Cudd_Regular(f->next); f = f->next; } } } } /* end of ddClearGlobal */