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1/*2 * Copyright 2008-2009 Katholieke Universiteit Leuven3 *4 * Use of this software is governed by the MIT license5 *6 * Written by Sven Verdoolaege, K.U.Leuven, Departement7 * Computerwetenschappen, Celestijnenlaan 200A, B-3001 Leuven, Belgium8 */9 10#include <isl_ctx_private.h>11#include <isl_map_private.h>12#include <isl/ilp.h>13#include <isl/union_set.h>14#include "isl_sample.h"15#include <isl_seq.h>16#include "isl_equalities.h"17#include <isl_aff_private.h>18#include <isl_local_space_private.h>19#include <isl_mat_private.h>20#include <isl_val_private.h>21#include <isl_vec_private.h>22#include <isl_lp_private.h>23#include <isl_ilp_private.h>24 25/* Given a basic set "bset", construct a basic set U such that for26 * each element x in U, the whole unit box positioned at x is inside27 * the given basic set.28 * Note that U may not contain all points that satisfy this property.29 *30 * We simply add the sum of all negative coefficients to the constant31 * term.  This ensures that if x satisfies the resulting constraints,32 * then x plus any sum of unit vectors satisfies the original constraints.33 */34static __isl_give isl_basic_set *unit_box_base_points(35	__isl_take isl_basic_set *bset)36{37	int i, j, k;38	struct isl_basic_set *unit_box = NULL;39	isl_size total;40 41	if (!bset)42		goto error;43 44	if (bset->n_eq != 0) {45		isl_space *space = isl_basic_set_get_space(bset);46		isl_basic_set_free(bset);47		return isl_basic_set_empty(space);48	}49 50	total = isl_basic_set_dim(bset, isl_dim_all);51	if (total < 0)52		goto error;53	unit_box = isl_basic_set_alloc_space(isl_basic_set_get_space(bset),54					0, 0, bset->n_ineq);55 56	for (i = 0; i < bset->n_ineq; ++i) {57		k = isl_basic_set_alloc_inequality(unit_box);58		if (k < 0)59			goto error;60		isl_seq_cpy(unit_box->ineq[k], bset->ineq[i], 1 + total);61		for (j = 0; j < total; ++j) {62			if (isl_int_is_nonneg(unit_box->ineq[k][1 + j]))63				continue;64			isl_int_add(unit_box->ineq[k][0],65				unit_box->ineq[k][0], unit_box->ineq[k][1 + j]);66		}67	}68 69	isl_basic_set_free(bset);70	return unit_box;71error:72	isl_basic_set_free(bset);73	isl_basic_set_free(unit_box);74	return NULL;75}76 77/* Find an integer point in "bset", preferably one that is78 * close to minimizing "f".79 *80 * We first check if we can easily put unit boxes inside bset.81 * If so, we take the best base point of any of the unit boxes we can find82 * and round it up to the nearest integer.83 * If not, we simply pick any integer point in "bset".84 */85static __isl_give isl_vec *initial_solution(__isl_keep isl_basic_set *bset,86	isl_int *f)87{88	enum isl_lp_result res;89	struct isl_basic_set *unit_box;90	struct isl_vec *sol;91 92	unit_box = unit_box_base_points(isl_basic_set_copy(bset));93 94	res = isl_basic_set_solve_lp(unit_box, 0, f, bset->ctx->one,95					NULL, NULL, &sol);96	if (res == isl_lp_ok) {97		isl_basic_set_free(unit_box);98		return isl_vec_ceil(sol);99	}100 101	isl_basic_set_free(unit_box);102 103	return isl_basic_set_sample_vec(isl_basic_set_copy(bset));104}105 106/* Restrict "bset" to those points with values for f in the interval [l, u].107 */108static __isl_give isl_basic_set *add_bounds(__isl_take isl_basic_set *bset,109	isl_int *f, isl_int l, isl_int u)110{111	int k;112	isl_size total;113 114	total = isl_basic_set_dim(bset, isl_dim_all);115	if (total < 0)116		return isl_basic_set_free(bset);117	bset = isl_basic_set_extend_constraints(bset, 0, 2);118 119	k = isl_basic_set_alloc_inequality(bset);120	if (k < 0)121		goto error;122	isl_seq_cpy(bset->ineq[k], f, 1 + total);123	isl_int_sub(bset->ineq[k][0], bset->ineq[k][0], l);124 125	k = isl_basic_set_alloc_inequality(bset);126	if (k < 0)127		goto error;128	isl_seq_neg(bset->ineq[k], f, 1 + total);129	isl_int_add(bset->ineq[k][0], bset->ineq[k][0], u);130 131	return bset;132error:133	isl_basic_set_free(bset);134	return NULL;135}136 137/* Find an integer point in "bset" that minimizes f (in any) such that138 * the value of f lies inside the interval [l, u].139 * Return this integer point if it can be found.140 * Otherwise, return sol.141 *142 * We perform a number of steps until l > u.143 * In each step, we look for an integer point with value in either144 * the whole interval [l, u] or half of the interval [l, l+floor(u-l-1/2)].145 * The choice depends on whether we have found an integer point in the146 * previous step.  If so, we look for the next point in half of the remaining147 * interval.148 * If we find a point, the current solution is updated and u is set149 * to its value minus 1.150 * If no point can be found, we update l to the upper bound of the interval151 * we checked (u or l+floor(u-l-1/2)) plus 1.152 */153static __isl_give isl_vec *solve_ilp_search(__isl_keep isl_basic_set *bset,154	isl_int *f, isl_int *opt, __isl_take isl_vec *sol, isl_int l, isl_int u)155{156	isl_int tmp;157	int divide = 1;158 159	isl_int_init(tmp);160 161	while (isl_int_le(l, u)) {162		struct isl_basic_set *slice;163		struct isl_vec *sample;164 165		if (!divide)166			isl_int_set(tmp, u);167		else {168			isl_int_sub(tmp, u, l);169			isl_int_fdiv_q_ui(tmp, tmp, 2);170			isl_int_add(tmp, tmp, l);171		}172		slice = add_bounds(isl_basic_set_copy(bset), f, l, tmp);173		sample = isl_basic_set_sample_vec(slice);174		if (!sample) {175			isl_vec_free(sol);176			sol = NULL;177			break;178		}179		if (sample->size > 0) {180			isl_vec_free(sol);181			sol = sample;182			isl_seq_inner_product(f, sol->el, sol->size, opt);183			isl_int_sub_ui(u, *opt, 1);184			divide = 1;185		} else {186			isl_vec_free(sample);187			if (!divide)188				break;189			isl_int_add_ui(l, tmp, 1);190			divide = 0;191		}192	}193 194	isl_int_clear(tmp);195 196	return sol;197}198 199/* Find an integer point in "bset" that minimizes f (if any).200 * If sol_p is not NULL then the integer point is returned in *sol_p.201 * The optimal value of f is returned in *opt.202 *203 * The algorithm maintains a currently best solution and an interval [l, u]204 * of values of f for which integer solutions could potentially still be found.205 * The initial value of the best solution so far is any solution.206 * The initial value of l is minimal value of f over the rationals207 * (rounded up to the nearest integer).208 * The initial value of u is the value of f at the initial solution minus 1.209 *210 * We then call solve_ilp_search to perform a binary search on the interval.211 */212static enum isl_lp_result solve_ilp(__isl_keep isl_basic_set *bset,213	isl_int *f, isl_int *opt, __isl_give isl_vec **sol_p)214{215	enum isl_lp_result res;216	isl_int l, u;217	struct isl_vec *sol;218 219	res = isl_basic_set_solve_lp(bset, 0, f, bset->ctx->one,220					opt, NULL, &sol);221	if (res == isl_lp_ok && isl_int_is_one(sol->el[0])) {222		if (sol_p)223			*sol_p = sol;224		else225			isl_vec_free(sol);226		return isl_lp_ok;227	}228	isl_vec_free(sol);229	if (res == isl_lp_error || res == isl_lp_empty)230		return res;231 232	sol = initial_solution(bset, f);233	if (!sol)234		return isl_lp_error;235	if (sol->size == 0) {236		isl_vec_free(sol);237		return isl_lp_empty;238	}239	if (res == isl_lp_unbounded) {240		isl_vec_free(sol);241		return isl_lp_unbounded;242	}243 244	isl_int_init(l);245	isl_int_init(u);246 247	isl_int_set(l, *opt);248 249	isl_seq_inner_product(f, sol->el, sol->size, opt);250	isl_int_sub_ui(u, *opt, 1);251 252	sol = solve_ilp_search(bset, f, opt, sol, l, u);253	if (!sol)254		res = isl_lp_error;255 256	isl_int_clear(l);257	isl_int_clear(u);258 259	if (sol_p)260		*sol_p = sol;261	else262		isl_vec_free(sol);263 264	return res;265}266 267static enum isl_lp_result solve_ilp_with_eq(__isl_keep isl_basic_set *bset,268	int max, isl_int *f, isl_int *opt, __isl_give isl_vec **sol_p)269{270	isl_size dim;271	enum isl_lp_result res;272	struct isl_mat *T = NULL;273	struct isl_vec *v;274 275	bset = isl_basic_set_copy(bset);276	dim = isl_basic_set_dim(bset, isl_dim_all);277	if (dim < 0)278		goto error;279	v = isl_vec_alloc(bset->ctx, 1 + dim);280	if (!v)281		goto error;282	isl_seq_cpy(v->el, f, 1 + dim);283	bset = isl_basic_set_remove_equalities(bset, &T, NULL);284	v = isl_vec_mat_product(v, isl_mat_copy(T));285	if (!v)286		goto error;287	res = isl_basic_set_solve_ilp(bset, max, v->el, opt, sol_p);288	isl_vec_free(v);289	if (res == isl_lp_ok && sol_p) {290		*sol_p = isl_mat_vec_product(T, *sol_p);291		if (!*sol_p)292			res = isl_lp_error;293	} else294		isl_mat_free(T);295	isl_basic_set_free(bset);296	return res;297error:298	isl_mat_free(T);299	isl_basic_set_free(bset);300	return isl_lp_error;301}302 303/* Find an integer point in "bset" that minimizes (or maximizes if max is set)304 * f (if any).305 * If sol_p is not NULL then the integer point is returned in *sol_p.306 * The optimal value of f is returned in *opt.307 *308 * If there is any equality among the points in "bset", then we first309 * project it out.  Otherwise, we continue with solve_ilp above.310 */311enum isl_lp_result isl_basic_set_solve_ilp(__isl_keep isl_basic_set *bset,312	int max, isl_int *f, isl_int *opt, __isl_give isl_vec **sol_p)313{314	isl_size dim;315	enum isl_lp_result res;316 317	if (sol_p)318		*sol_p = NULL;319 320	if (isl_basic_set_check_no_params(bset) < 0)321		return isl_lp_error;322 323	if (isl_basic_set_plain_is_empty(bset))324		return isl_lp_empty;325 326	if (bset->n_eq)327		return solve_ilp_with_eq(bset, max, f, opt, sol_p);328 329	dim = isl_basic_set_dim(bset, isl_dim_all);330	if (dim < 0)331		return isl_lp_error;332 333	if (max)334		isl_seq_neg(f, f, 1 + dim);335 336	res = solve_ilp(bset, f, opt, sol_p);337 338	if (max) {339		isl_seq_neg(f, f, 1 + dim);340		isl_int_neg(*opt, *opt);341	}342 343	return res;344}345 346static enum isl_lp_result basic_set_opt(__isl_keep isl_basic_set *bset, int max,347	__isl_keep isl_aff *obj, isl_int *opt)348{349	enum isl_lp_result res;350 351	if (!obj)352		return isl_lp_error;353	bset = isl_basic_set_copy(bset);354	bset = isl_basic_set_underlying_set(bset);355	res = isl_basic_set_solve_ilp(bset, max, obj->v->el + 1, opt, NULL);356	isl_basic_set_free(bset);357	return res;358}359 360enum isl_lp_result isl_basic_set_opt(__isl_keep isl_basic_set *bset, int max,361	__isl_keep isl_aff *obj, isl_int *opt)362{363	int *exp1 = NULL;364	int *exp2 = NULL;365	isl_ctx *ctx;366	isl_mat *bset_div = NULL;367	isl_mat *div = NULL;368	enum isl_lp_result res;369	isl_size bset_n_div, obj_n_div;370 371	if (!bset || !obj)372		return isl_lp_error;373 374	ctx = isl_aff_get_ctx(obj);375	if (!isl_space_is_equal(bset->dim, obj->ls->dim))376		isl_die(ctx, isl_error_invalid,377			"spaces don't match", return isl_lp_error);378	if (!isl_int_is_one(obj->v->el[0]))379		isl_die(ctx, isl_error_unsupported,380			"expecting integer affine expression",381			return isl_lp_error);382 383	bset_n_div = isl_basic_set_dim(bset, isl_dim_div);384	obj_n_div = isl_aff_dim(obj, isl_dim_div);385	if (bset_n_div < 0 || obj_n_div < 0)386		return isl_lp_error;387	if (bset_n_div == 0 && obj_n_div == 0)388		return basic_set_opt(bset, max, obj, opt);389 390	bset = isl_basic_set_copy(bset);391	obj = isl_aff_copy(obj);392 393	bset_div = isl_basic_set_get_divs(bset);394	exp1 = isl_alloc_array(ctx, int, bset_n_div);395	exp2 = isl_alloc_array(ctx, int, obj_n_div);396	if (!bset_div || (bset_n_div && !exp1) || (obj_n_div && !exp2))397		goto error;398 399	div = isl_merge_divs(bset_div, obj->ls->div, exp1, exp2);400 401	bset = isl_basic_set_expand_divs(bset, isl_mat_copy(div), exp1);402	obj = isl_aff_expand_divs(obj, isl_mat_copy(div), exp2);403 404	res = basic_set_opt(bset, max, obj, opt);405 406	isl_mat_free(bset_div);407	isl_mat_free(div);408	free(exp1);409	free(exp2);410	isl_basic_set_free(bset);411	isl_aff_free(obj);412 413	return res;414error:415	isl_mat_free(div);416	isl_mat_free(bset_div);417	free(exp1);418	free(exp2);419	isl_basic_set_free(bset);420	isl_aff_free(obj);421	return isl_lp_error;422}423 424/* Compute the minimum (maximum if max is set) of the integer affine425 * expression obj over the points in set and put the result in *opt.426 *427 * The parameters are assumed to have been aligned.428 */429static enum isl_lp_result isl_set_opt_aligned(__isl_keep isl_set *set, int max,430	__isl_keep isl_aff *obj, isl_int *opt)431{432	int i;433	enum isl_lp_result res;434	int empty = 1;435	isl_int opt_i;436 437	if (!set || !obj)438		return isl_lp_error;439	if (set->n == 0)440		return isl_lp_empty;441 442	res = isl_basic_set_opt(set->p[0], max, obj, opt);443	if (res == isl_lp_error || res == isl_lp_unbounded)444		return res;445	if (set->n == 1)446		return res;447	if (res == isl_lp_ok)448		empty = 0;449 450	isl_int_init(opt_i);451	for (i = 1; i < set->n; ++i) {452		res = isl_basic_set_opt(set->p[i], max, obj, &opt_i);453		if (res == isl_lp_error || res == isl_lp_unbounded) {454			isl_int_clear(opt_i);455			return res;456		}457		if (res == isl_lp_empty)458			continue;459		empty = 0;460		if (max ? isl_int_gt(opt_i, *opt) : isl_int_lt(opt_i, *opt))461			isl_int_set(*opt, opt_i);462	}463	isl_int_clear(opt_i);464 465	return empty ? isl_lp_empty : isl_lp_ok;466}467 468/* Compute the minimum (maximum if max is set) of the integer affine469 * expression obj over the points in set and put the result in *opt.470 */471enum isl_lp_result isl_set_opt(__isl_keep isl_set *set, int max,472	__isl_keep isl_aff *obj, isl_int *opt)473{474	enum isl_lp_result res;475	isl_bool aligned;476 477	if (!set || !obj)478		return isl_lp_error;479 480	aligned = isl_set_space_has_equal_params(set, obj->ls->dim);481	if (aligned < 0)482		return isl_lp_error;483	if (aligned)484		return isl_set_opt_aligned(set, max, obj, opt);485 486	set = isl_set_copy(set);487	obj = isl_aff_copy(obj);488	set = isl_set_align_params(set, isl_aff_get_domain_space(obj));489	obj = isl_aff_align_params(obj, isl_set_get_space(set));490 491	res = isl_set_opt_aligned(set, max, obj, opt);492 493	isl_set_free(set);494	isl_aff_free(obj);495 496	return res;497}498 499/* Convert the result of a function that returns an isl_lp_result500 * to an isl_val.  The numerator of "v" is set to the optimal value501 * if lp_res is isl_lp_ok.  "max" is set if a maximum was computed.502 *503 * Return "v" with denominator set to 1 if lp_res is isl_lp_ok.504 * Return NULL on error.505 * Return a NaN if lp_res is isl_lp_empty.506 * Return infinity or negative infinity if lp_res is isl_lp_unbounded,507 * depending on "max".508 */509static __isl_give isl_val *convert_lp_result(enum isl_lp_result lp_res,510	__isl_take isl_val *v, int max)511{512	isl_ctx *ctx;513 514	if (lp_res == isl_lp_ok) {515		isl_int_set_si(v->d, 1);516		return isl_val_normalize(v);517	}518	ctx = isl_val_get_ctx(v);519	isl_val_free(v);520	if (lp_res == isl_lp_error)521		return NULL;522	if (lp_res == isl_lp_empty)523		return isl_val_nan(ctx);524	if (max)525		return isl_val_infty(ctx);526	else527		return isl_val_neginfty(ctx);528}529 530/* Return the minimum (maximum if max is set) of the integer affine531 * expression "obj" over the points in "bset".532 *533 * Return infinity or negative infinity if the optimal value is unbounded and534 * NaN if "bset" is empty.535 *536 * Call isl_basic_set_opt and translate the results.537 */538__isl_give isl_val *isl_basic_set_opt_val(__isl_keep isl_basic_set *bset,539	int max, __isl_keep isl_aff *obj)540{541	isl_ctx *ctx;542	isl_val *res;543	enum isl_lp_result lp_res;544 545	if (!bset || !obj)546		return NULL;547 548	ctx = isl_aff_get_ctx(obj);549	res = isl_val_alloc(ctx);550	if (!res)551		return NULL;552	lp_res = isl_basic_set_opt(bset, max, obj, &res->n);553	return convert_lp_result(lp_res, res, max);554}555 556/* Return the maximum of the integer affine557 * expression "obj" over the points in "bset".558 *559 * Return infinity or negative infinity if the optimal value is unbounded and560 * NaN if "bset" is empty.561 */562__isl_give isl_val *isl_basic_set_max_val(__isl_keep isl_basic_set *bset,563	__isl_keep isl_aff *obj)564{565	return isl_basic_set_opt_val(bset, 1, obj);566}567 568/* Return the minimum (maximum if max is set) of the integer affine569 * expression "obj" over the points in "set".570 *571 * Return infinity or negative infinity if the optimal value is unbounded and572 * NaN if "set" is empty.573 *574 * Call isl_set_opt and translate the results.575 */576__isl_give isl_val *isl_set_opt_val(__isl_keep isl_set *set, int max,577	__isl_keep isl_aff *obj)578{579	isl_ctx *ctx;580	isl_val *res;581	enum isl_lp_result lp_res;582 583	if (!set || !obj)584		return NULL;585 586	ctx = isl_aff_get_ctx(obj);587	res = isl_val_alloc(ctx);588	if (!res)589		return NULL;590	lp_res = isl_set_opt(set, max, obj, &res->n);591	return convert_lp_result(lp_res, res, max);592}593 594/* Return the minimum of the integer affine595 * expression "obj" over the points in "set".596 *597 * Return infinity or negative infinity if the optimal value is unbounded and598 * NaN if "set" is empty.599 */600__isl_give isl_val *isl_set_min_val(__isl_keep isl_set *set,601	__isl_keep isl_aff *obj)602{603	return isl_set_opt_val(set, 0, obj);604}605 606/* Return the maximum of the integer affine607 * expression "obj" over the points in "set".608 *609 * Return infinity or negative infinity if the optimal value is unbounded and610 * NaN if "set" is empty.611 */612__isl_give isl_val *isl_set_max_val(__isl_keep isl_set *set,613	__isl_keep isl_aff *obj)614{615	return isl_set_opt_val(set, 1, obj);616}617 618/* Return the optimum (min or max depending on "max") of "v1" and "v2",619 * where either may be NaN, signifying an uninitialized value.620 * That is, if either is NaN, then return the other one.621 */622static __isl_give isl_val *val_opt(__isl_take isl_val *v1,623	__isl_take isl_val *v2, int max)624{625	if (!v1 || !v2)626		goto error;627	if (isl_val_is_nan(v1)) {628		isl_val_free(v1);629		return v2;630	}631	if (isl_val_is_nan(v2)) {632		isl_val_free(v2);633		return v1;634	}635	if (max)636		return isl_val_max(v1, v2);637	else638		return isl_val_min(v1, v2);639error:640	isl_val_free(v1);641	isl_val_free(v2);642	return NULL;643}644 645/* Internal data structure for isl_pw_aff_opt_val.646 *647 * "max" is set if the maximum should be computed.648 * "res" contains the current optimum and is initialized to NaN.649 */650struct isl_pw_aff_opt_data {651	int max;652 653	isl_val *res;654};655 656/* Update the optimum in data->res with respect to the affine function657 * "aff" defined over "set".658 */659static isl_stat piece_opt(__isl_take isl_set *set, __isl_take isl_aff *aff,660	void *user)661{662	struct isl_pw_aff_opt_data *data = user;663	isl_val *opt;664 665	opt = isl_set_opt_val(set, data->max, aff);666	isl_set_free(set);667	isl_aff_free(aff);668 669	data->res = val_opt(data->res, opt, data->max);670	if (!data->res)671		return isl_stat_error;672 673	return isl_stat_ok;674}675 676/* Return the minimum (maximum if "max" is set) of the integer piecewise affine677 * expression "pa" over its definition domain.678 *679 * Return infinity or negative infinity if the optimal value is unbounded and680 * NaN if the domain of "pa" is empty.681 *682 * Initialize the result to NaN and then update it for each of the pieces683 * in "pa".684 */685static __isl_give isl_val *isl_pw_aff_opt_val(__isl_take isl_pw_aff *pa,686	int max)687{688	struct isl_pw_aff_opt_data data = { max };689 690	data.res = isl_val_nan(isl_pw_aff_get_ctx(pa));691	if (isl_pw_aff_foreach_piece(pa, &piece_opt, &data) < 0)692		data.res = isl_val_free(data.res);693 694	isl_pw_aff_free(pa);695	return data.res;696}697 698#undef TYPE699#define TYPE isl_pw_aff700#include "isl_ilp_opt_fn_val_templ.c"701 702#undef TYPE703#define TYPE isl_pw_multi_aff704#include "isl_ilp_opt_multi_val_templ.c"705 706#undef TYPE707#define TYPE isl_multi_pw_aff708#include "isl_ilp_opt_multi_val_templ.c"709 710/* Internal data structure for isl_union_pw_aff_opt_val.711 *712 * "max" is set if the maximum should be computed.713 * "res" contains the current optimum and is initialized to NaN.714 */715struct isl_union_pw_aff_opt_data {716	int max;717 718	isl_val *res;719};720 721/* Update the optimum in data->res with the optimum of "pa".722 */723static isl_stat pw_aff_opt(__isl_take isl_pw_aff *pa, void *user)724{725	struct isl_union_pw_aff_opt_data *data = user;726	isl_val *opt;727 728	opt = isl_pw_aff_opt_val(pa, data->max);729 730	data->res = val_opt(data->res, opt, data->max);731	if (!data->res)732		return isl_stat_error;733 734	return isl_stat_ok;735}736 737/* Return the minimum (maximum if "max" is set) of the integer piecewise affine738 * expression "upa" over its definition domain.739 *740 * Return infinity or negative infinity if the optimal value is unbounded and741 * NaN if the domain of the expression is empty.742 *743 * Initialize the result to NaN and then update it744 * for each of the piecewise affine expressions in "upa".745 */746static __isl_give isl_val *isl_union_pw_aff_opt_val(747	__isl_take isl_union_pw_aff *upa, int max)748{749	struct isl_union_pw_aff_opt_data data = { max };750 751	data.res = isl_val_nan(isl_union_pw_aff_get_ctx(upa));752	if (isl_union_pw_aff_foreach_pw_aff(upa, &pw_aff_opt, &data) < 0)753		data.res = isl_val_free(data.res);754	isl_union_pw_aff_free(upa);755 756	return data.res;757}758 759#undef TYPE760#define TYPE isl_union_pw_aff761#include "isl_ilp_opt_fn_val_templ.c"762 763/* Return a list of minima (maxima if "max" is set)764 * for each of the expressions in "mupa" over their domains.765 *766 * An element in the list is infinity or negative infinity if the optimal767 * value of the corresponding expression is unbounded and768 * NaN if the domain of the expression is empty.769 *770 * Iterate over all the expressions in "mupa" and collect the results.771 */772static __isl_give isl_multi_val *isl_multi_union_pw_aff_opt_multi_val(773	__isl_take isl_multi_union_pw_aff *mupa, int max)774{775	int i;776	isl_size n;777	isl_multi_val *mv;778 779	n = isl_multi_union_pw_aff_size(mupa);780	if (n < 0)781		mupa = isl_multi_union_pw_aff_free(mupa);782	if (!mupa)783		return NULL;784 785	mv = isl_multi_val_zero(isl_multi_union_pw_aff_get_space(mupa));786 787	for (i = 0; i < n; ++i) {788		isl_val *v;789		isl_union_pw_aff *upa;790 791		upa = isl_multi_union_pw_aff_get_union_pw_aff(mupa, i);792		v = isl_union_pw_aff_opt_val(upa, max);793		mv = isl_multi_val_set_val(mv, i, v);794	}795 796	isl_multi_union_pw_aff_free(mupa);797	return mv;798}799 800/* Return a list of minima (maxima if "max" is set) over the points in "uset"801 * for each of the expressions in "obj".802 *803 * An element in the list is infinity or negative infinity if the optimal804 * value of the corresponding expression is unbounded and805 * NaN if the intersection of "uset" with the domain of the expression806 * is empty.807 */808static __isl_give isl_multi_val *isl_union_set_opt_multi_union_pw_aff(809	__isl_keep isl_union_set *uset, int max,810	__isl_keep isl_multi_union_pw_aff *obj)811{812	uset = isl_union_set_copy(uset);813	obj = isl_multi_union_pw_aff_copy(obj);814	obj = isl_multi_union_pw_aff_intersect_domain(obj, uset);815	return isl_multi_union_pw_aff_opt_multi_val(obj, max);816}817 818/* Return a list of minima over the points in "uset"819 * for each of the expressions in "obj".820 *821 * An element in the list is infinity or negative infinity if the optimal822 * value of the corresponding expression is unbounded and823 * NaN if the intersection of "uset" with the domain of the expression824 * is empty.825 */826__isl_give isl_multi_val *isl_union_set_min_multi_union_pw_aff(827	__isl_keep isl_union_set *uset, __isl_keep isl_multi_union_pw_aff *obj)828{829	return isl_union_set_opt_multi_union_pw_aff(uset, 0, obj);830}831 832/* Return a list of minima833 * for each of the expressions in "mupa" over their domains.834 *835 * An element in the list is negative infinity if the optimal836 * value of the corresponding expression is unbounded and837 * NaN if the domain of the expression is empty.838 */839__isl_give isl_multi_val *isl_multi_union_pw_aff_min_multi_val(840	__isl_take isl_multi_union_pw_aff *mupa)841{842	return isl_multi_union_pw_aff_opt_multi_val(mupa, 0);843}844 845/* Return a list of maxima846 * for each of the expressions in "mupa" over their domains.847 *848 * An element in the list is infinity if the optimal849 * value of the corresponding expression is unbounded and850 * NaN if the domain of the expression is empty.851 */852__isl_give isl_multi_val *isl_multi_union_pw_aff_max_multi_val(853	__isl_take isl_multi_union_pw_aff *mupa)854{855	return isl_multi_union_pw_aff_opt_multi_val(mupa, 1);856}857 858#undef BASE859#define BASE	basic_set860#include "isl_ilp_opt_val_templ.c"861 862/* Return the maximal value attained by the given set dimension,863 * independently of the parameter values and of any other dimensions.864 *865 * Return infinity if the optimal value is unbounded and866 * NaN if "bset" is empty.867 */868__isl_give isl_val *isl_basic_set_dim_max_val(__isl_take isl_basic_set *bset,869	int pos)870{871	return isl_basic_set_dim_opt_val(bset, 1, pos);872}873 874#undef BASE875#define BASE	set876#include "isl_ilp_opt_val_templ.c"877 878/* Return the minimal value attained by the given set dimension,879 * independently of the parameter values and of any other dimensions.880 *881 * Return negative infinity if the optimal value is unbounded and882 * NaN if "set" is empty.883 */884__isl_give isl_val *isl_set_dim_min_val(__isl_take isl_set *set, int pos)885{886	return isl_set_dim_opt_val(set, 0, pos);887}888 889/* Return the maximal value attained by the given set dimension,890 * independently of the parameter values and of any other dimensions.891 *892 * Return infinity if the optimal value is unbounded and893 * NaN if "set" is empty.894 */895__isl_give isl_val *isl_set_dim_max_val(__isl_take isl_set *set, int pos)896{897	return isl_set_dim_opt_val(set, 1, pos);898}899