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add cancellations

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

syntax errors

Signed-off-by: Lev Nachmanson <levnach@microsoft.com>

use std::vector instead of vector in cut_solver temporarily

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix in is_upper_bound, is_lower_bound

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

add bound() for polynomial, needs more testing

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on resolve

Signed-off-by: Lev Nachmanson <levnach@microsoft.com>

implement resolve()

Signed-off-by: Lev Nachmanson <levnach@microsoft.com>

implement improves()

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

replace low_bound by lower_bound

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

better printing in cut_solver.h

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

add value vector to cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on bound propagaion for cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

bound propagation for integer inequalites

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

bound propagation for integer inequalites

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

bound propagattions on integers

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

adding m_explanation field to cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

simplify bound propagation in cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

calculate conflict explanation

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

change m_explanation type to a set

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

making cut_solver a member of int_solver, missing push/pop support

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

Nikolaj's comments

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

Nikolaj's comments

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

return explanations from cut_solver and hook up push/pop

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

hook up push/pop

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

using resize of std::vector

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

it is a big squashed commit

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

rename hpp to cpp

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fixes in push/pop of cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

return simple inequalities a part of a conflict

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on propagation and the main loop

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

add file

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

init m_v[j], the var values only when j is fixed

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

handle decide in cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

start on resolve_conflict

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

start on resolve_conflict

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

remove cut_solver_def.h

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

in the middle

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

change signature of resolve

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix the domain of the decided var

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on tightening of ineqs

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on tight ineqs

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on tightening

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on tightening

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

resolve conflict

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix in usage of resolve()

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on conflict resolution

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

cut_solver is not a template

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

represent var_info as a class, not a struct

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

make literal a class

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

better resolve_conflict scheme, and switch to *constraints in literals

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

debug conflict resolution in cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

switch to vector

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

remove nondetermenistic behavior from cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

debug resolve conflict

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix backjump

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix backjump

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix backjump

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix backjump

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

dumb explanation

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

get rid of a parameter

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

add lemmas origins

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

use lemma_origins to provide correct explanations

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

use lemma_origins to provide correct explanations

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

store lemmas in a separate vector

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

use std::unordered_set for m_dependent_constraints

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

use std::unordered_set for m_dependent_constraints

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix bugs with lemmas

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

finding conflicting cores

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

switch from changed variables to active_set

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

less active constraints

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

work on cut_solver.h

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

propagate simple constraing immediately

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

propagate simple constraints immediately

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fixing bugs with active set

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

remove const_cast

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

towards unbounded variables

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

toward unbounded variables

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

toward unbounded variables

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

make lemmas_origins a set

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

use correct hash and equal in m_lemma_origins

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

add testing code

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

add testing code

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

debug

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

debug unlimited vars

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

take in Nikolaj's comments and improvements

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

address the comments

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

handle unlimited vars in check_inconsistent

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

debug

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

detect trivial polynomials in resolve

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

Nikolaj's changes

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

simplify handling of m_global_bound_var

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

decide on m_global_bound_var if it is not fixed

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

simplify m_global_bound_var

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

remove m_global_bound_var, simplify the indexing of var_infos of cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

do not run cut_solver with vars without any bound

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

small changes

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

add cancellation in cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

do not pop lemmas during a cut_solver run

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

treating cut_solver as an heurisitic

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

prepare for cut_solver returning undef

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

simplify work with active_set in cut_solver, add stats

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

simplify var_info literals

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix a bug in fill_conflict_explanation

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix a bug in the conflict explanation

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

add timeout to validate_* in theory_lra.cpp

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

simplify cut_solver, no special treatment for simple constraints

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

cleanup the cancel story

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

cleanup cancelling

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix a bug in push/pop of cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

extract a method in int_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

some progress with the new scheme

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

add testing code

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fixes in test and in literal creation

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix a bug in bound propagation in cut_solver.h

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

simplify cut_solver

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

provide valid conflict explanation

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

use a lazy push in stacked_map

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

use a lazy push in stacked_map

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

optimize stack operations on var_info's domains

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fix a bug in tightening

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

use the standard tactics from qflia_tactic

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

spread the var domain stack over literals

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

spread the var domain stack over literals

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

avoid cycling in cut_solver.h and fixes in push/pop

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

fixes after rebase

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>
This commit is contained in:
Lev Nachmanson 2017-10-03 11:50:21 -07:00
parent 58ca4518e5
commit 6202b2f2e4
103 changed files with 7035 additions and 5106 deletions

View file

@ -1,368 +0,0 @@
/*++
Copyright (c) 2017 Microsoft Corporation
Module Name:
<name>
Abstract:
<abstract>
Author:
Lev Nachmanson (levnach)
Revision History:
--*/
#include <string>
#include "util/vector.h"
#include "util/lp/lp_primal_simplex.h"
namespace lp {
template <typename T, typename X> void lp_primal_simplex<T, X>::fill_costs_and_x_for_first_stage_solver(unsigned original_number_of_columns) {
unsigned slack_var = original_number_of_columns;
unsigned artificial = original_number_of_columns + this->m_slacks;
for (unsigned row = 0; row < this->row_count(); row++) {
fill_costs_and_x_for_first_stage_solver_for_row(row, slack_var, artificial);
}
}
template <typename T, typename X> void lp_primal_simplex<T, X>::init_buffer(unsigned k, vector<T> & r) {
for (unsigned i = 0; i < k; i++) {
r[i] = 0;
}
r[k] = 1;
for (unsigned i = this->row_count() -1; i > k; i--) {
r[i] = 0;
}
}
template <typename T, typename X> void lp_primal_simplex<T, X>::refactor() {
m_core_solver->init_lu();
if (m_core_solver->factorization()->get_status() != LU_status::OK) {
throw_exception("cannot refactor");
}
}
template <typename T, typename X> void lp_primal_simplex<T, X>::set_scaled_costs() {
unsigned j = this->number_of_core_structurals();
while (j-- > 0) {
this->set_scaled_cost(j);
}
}
template <typename T, typename X> column_info<T> * lp_primal_simplex<T, X>::get_or_create_column_info(unsigned column) {
auto it = this->m_columns.find(column);
return (it == this->m_columns.end())? ( this->m_columns[column] = new column_info<T>) : it->second;
}
template <typename T, typename X> void lp_primal_simplex<T, X>::fill_acceptable_values_for_x() {
for (auto t : this->m_core_solver_columns_to_external_columns) {
this->m_x[t.first] = numeric_traits<T>::zero();
}
}
template <typename T, typename X> void lp_primal_simplex<T, X>::set_zero_bound(bool * bound_is_set, T * bounds, unsigned i) {
bound_is_set[i] = true;
bounds[i] = numeric_traits<T>::zero();
}
template <typename T, typename X> void lp_primal_simplex<T, X>::fill_costs_and_x_for_first_stage_solver_for_row(
int row,
unsigned & slack_var,
unsigned & artificial) {
lp_assert(row >= 0 && row < this->row_count());
auto & constraint = this->m_constraints[this->m_core_solver_rows_to_external_rows[row]];
// we need to bring the program to the form Ax = b
T rs = this->m_b[row];
T artificial_cost = - numeric_traits<T>::one();
switch (constraint.m_relation) {
case Equal: // no slack variable here
this->m_column_types[artificial] = column_type::low_bound;
this->m_costs[artificial] = artificial_cost; // we are maximizing, so the artificial, which is non-negatiive, will be pushed to zero
this->m_basis[row] = artificial;
if (rs >= 0) {
(*this->m_A)(row, artificial) = numeric_traits<T>::one();
this->m_x[artificial] = rs;
} else {
(*this->m_A)(row, artificial) = - numeric_traits<T>::one();
this->m_x[artificial] = - rs;
}
artificial++;
break;
case Greater_or_equal:
this->m_column_types[slack_var] = column_type::low_bound;
(*this->m_A)(row, slack_var) = - numeric_traits<T>::one();
if (rs > 0) {
lp_assert(numeric_traits<T>::is_zero(this->m_x[slack_var]));
// adding one artificial
this->m_column_types[artificial] = column_type::low_bound;
(*this->m_A)(row, artificial) = numeric_traits<T>::one();
this->m_costs[artificial] = artificial_cost;
this->m_basis[row] = artificial;
this->m_x[artificial] = rs;
artificial++;
} else {
// we can put a slack_var into the basis, and atemplate <typename T, typename X> void lp_primal_simplex<T, X>::adding an artificial variable
this->m_basis[row] = slack_var;
this->m_x[slack_var] = - rs;
}
slack_var++;
break;
case Less_or_equal:
// introduce a non-negative slack variable
this->m_column_types[slack_var] = column_type::low_bound;
(*this->m_A)(row, slack_var) = numeric_traits<T>::one();
if (rs < 0) {
// adding one artificial
lp_assert(numeric_traits<T>::is_zero(this->m_x[slack_var]));
this->m_column_types[artificial] = column_type::low_bound;
(*this->m_A)(row, artificial) = - numeric_traits<T>::one();
this->m_costs[artificial] = artificial_cost;
this->m_x[artificial] = - rs;
this->m_basis[row] = artificial++;
} else {
// we can put slack_var into the basis, and atemplate <typename T, typename X> void lp_primal_simplex<T, X>::adding an artificial variable
this->m_basis[row] = slack_var;
this->m_x[slack_var] = rs;
}
slack_var++;
break;
}
}
template <typename T, typename X> void lp_primal_simplex<T, X>::set_core_solver_bounds() {
unsigned total_vars = this->m_A->column_count() + this->m_slacks + this->m_artificials;
this->m_column_types.resize(total_vars);
this->m_upper_bounds.resize(total_vars);
for (auto cit : this->m_map_from_var_index_to_column_info) {
column_info<T> * ci = cit.second;
unsigned j = ci->get_column_index();
if (!is_valid(j))
continue; // the variable is not mapped to a column
switch (this->m_column_types[j] = ci->get_column_type()){
case column_type::fixed:
this->m_upper_bounds[j] = numeric_traits<T>::zero();
break;
case column_type::boxed:
this->m_upper_bounds[j] = ci->get_adjusted_upper_bound() / this->m_column_scale[j];
break;
default: break; // do nothing
}
}
}
template <typename T, typename X> void lp_primal_simplex<T, X>::find_maximal_solution() {
if (this->problem_is_empty()) {
this->m_status = lp_status::EMPTY;
return;
}
this->cleanup();
this->fill_matrix_A_and_init_right_side();
if (this->m_status == lp_status::INFEASIBLE) {
return;
}
this->m_x.resize(this->m_A->column_count());
this->fill_m_b();
this->scale();
fill_acceptable_values_for_x();
this->count_slacks_and_artificials();
set_core_solver_bounds();
solve_with_total_inf();
}
template <typename T, typename X> void lp_primal_simplex<T, X>::fill_A_x_and_basis_for_stage_one_total_inf() {
for (unsigned row = 0; row < this->row_count(); row++)
fill_A_x_and_basis_for_stage_one_total_inf_for_row(row);
}
template <typename T, typename X> void lp_primal_simplex<T, X>::fill_A_x_and_basis_for_stage_one_total_inf_for_row(unsigned row) {
lp_assert(row < this->row_count());
auto ext_row_it = this->m_core_solver_rows_to_external_rows.find(row);
lp_assert(ext_row_it != this->m_core_solver_rows_to_external_rows.end());
unsigned ext_row = ext_row_it->second;
auto constr_it = this->m_constraints.find(ext_row);
lp_assert(constr_it != this->m_constraints.end());
auto & constraint = constr_it->second;
unsigned j = this->m_A->column_count(); // j is a slack variable
this->m_A->add_column();
// we need to bring the program to the form Ax = b
this->m_basis[row] = j;
switch (constraint.m_relation) {
case Equal:
this->m_x[j] = this->m_b[row];
(*this->m_A)(row, j) = numeric_traits<T>::one();
this->m_column_types[j] = column_type::fixed;
this->m_upper_bounds[j] = m_low_bounds[j] = zero_of_type<X>();
break;
case Greater_or_equal:
this->m_x[j] = - this->m_b[row];
(*this->m_A)(row, j) = - numeric_traits<T>::one();
this->m_column_types[j] = column_type::low_bound;
this->m_upper_bounds[j] = zero_of_type<X>();
break;
case Less_or_equal:
this->m_x[j] = this->m_b[row];
(*this->m_A)(row, j) = numeric_traits<T>::one();
this->m_column_types[j] = column_type::low_bound;
this->m_upper_bounds[j] = m_low_bounds[j] = zero_of_type<X>();
break;
default:
lp_unreachable();
}
}
template <typename T, typename X> void lp_primal_simplex<T, X>::solve_with_total_inf() {
int total_vars = this->m_A->column_count() + this->row_count();
if (total_vars == 0) {
this->m_status = lp_status::OPTIMAL;
return;
}
m_low_bounds.clear();
m_low_bounds.resize(total_vars, zero_of_type<X>()); // low bounds are shifted ot zero
this->m_x.resize(total_vars, numeric_traits<T>::zero());
this->m_basis.resize(this->row_count());
this->m_costs.clear();
this->m_costs.resize(total_vars, zero_of_type<T>());
fill_A_x_and_basis_for_stage_one_total_inf();
if (this->m_settings.get_message_ostream() != nullptr)
this->print_statistics_on_A(*this->m_settings.get_message_ostream());
set_scaled_costs();
m_core_solver = new lp_primal_core_solver<T, X>(*this->m_A,
this->m_b,
this->m_x,
this->m_basis,
this->m_nbasis,
this->m_heading,
this->m_costs,
this->m_column_types,
m_low_bounds,
this->m_upper_bounds,
this->m_settings, *this);
m_core_solver->solve();
this->set_status(m_core_solver->get_status());
this->m_total_iterations = m_core_solver->total_iterations();
}
template <typename T, typename X> lp_primal_simplex<T, X>::~lp_primal_simplex() {
if (m_core_solver != nullptr) {
delete m_core_solver;
}
}
template <typename T, typename X> bool lp_primal_simplex<T, X>::bounds_hold(std::unordered_map<std::string, T> const & solution) {
for (auto it : this->m_map_from_var_index_to_column_info) {
auto sol_it = solution.find(it.second->get_name());
if (sol_it == solution.end()) {
std::stringstream s;
s << "cannot find column " << it.first << " in solution";
throw_exception(s.str() );
}
if (!it.second->bounds_hold(sol_it->second)) {
// std::cout << "bounds do not hold for " << it.second->get_name() << std::endl;
it.second->bounds_hold(sol_it->second);
return false;
}
}
return true;
}
template <typename T, typename X> T lp_primal_simplex<T, X>::get_row_value(unsigned i, std::unordered_map<std::string, T> const & solution, std::ostream * out) {
auto it = this->m_A_values.find(i);
if (it == this->m_A_values.end()) {
std::stringstream s;
s << "cannot find row " << i;
throw_exception(s.str() );
}
T ret = numeric_traits<T>::zero();
for (auto & pair : it->second) {
auto cit = this->m_map_from_var_index_to_column_info.find(pair.first);
lp_assert(cit != this->m_map_from_var_index_to_column_info.end());
column_info<T> * ci = cit->second;
auto sol_it = solution.find(ci->get_name());
lp_assert(sol_it != solution.end());
T column_val = sol_it->second;
if (out != nullptr) {
(*out) << pair.second << "(" << ci->get_name() << "=" << column_val << ") ";
}
ret += pair.second * column_val;
}
if (out != nullptr) {
(*out) << " = " << ret << std::endl;
}
return ret;
}
template <typename T, typename X> bool lp_primal_simplex<T, X>::row_constraint_holds(unsigned i, std::unordered_map<std::string, T> const & solution, std::ostream *out) {
T row_val = get_row_value(i, solution, out);
auto & constraint = this->m_constraints[i];
T rs = constraint.m_rs;
bool print = out != nullptr;
switch (constraint.m_relation) {
case Equal:
if (fabs(numeric_traits<T>::get_double(row_val - rs)) > 0.00001) {
if (print) {
(*out) << "should be = " << rs << std::endl;
}
return false;
}
return true;
case Greater_or_equal:
if (numeric_traits<T>::get_double(row_val - rs) < -0.00001) {
if (print) {
(*out) << "should be >= " << rs << std::endl;
}
return false;
}
return true;;
case Less_or_equal:
if (numeric_traits<T>::get_double(row_val - rs) > 0.00001) {
if (print) {
(*out) << "should be <= " << rs << std::endl;
}
return false;
}
return true;;
}
lp_unreachable();
return false; // it is unreachable
}
template <typename T, typename X> bool lp_primal_simplex<T, X>::row_constraints_hold(std::unordered_map<std::string, T> const & solution) {
for (auto it : this->m_A_values) {
if (!row_constraint_holds(it.first, solution, nullptr)) {
row_constraint_holds(it.first, solution, nullptr);
return false;
}
}
return true;
}
template <typename T, typename X> T lp_primal_simplex<T, X>::get_current_cost() const {
T ret = numeric_traits<T>::zero();
for (auto it : this->m_map_from_var_index_to_column_info) {
ret += this->get_column_cost_value(it.first, it.second);
}
return ret;
}
}