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add stand-alone simplex
Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>
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9 changed files with 1560 additions and 20 deletions
157
src/math/simplex/simplex.h
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157
src/math/simplex/simplex.h
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/*++
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Copyright (c) 2014 Microsoft Corporation
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Module Name:
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simplex.h
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Abstract:
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Multi-precision simplex tableau.
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- It uses code from theory_arith where applicable.
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- It is detached from the theory class and ASTs.
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- It uses non-shared mpz/mpq's avoiding global locks and operations on rationals.
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- It follows the same sparse tableau layout (no LU yet).
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- It does not include features for non-linear arithmetic.
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- Branch/bound/cuts is external.
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Author:
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Nikolaj Bjorner (nbjorner) 2014-01-15
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Notes:
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--*/
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#ifndef _SIMPLEX_H_
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#define _SIMPLEX_H_
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#include "sparse_matrix.h"
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#include "mpq_inf.h"
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#include "heap.h"
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#include "lbool.h"
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namespace simplex {
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template<typename Ext>
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class simplex {
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typedef unsigned var_t;
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typedef typename Ext::eps_numeral eps_numeral;
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typedef typename Ext::numeral numeral;
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typedef typename Ext::manager manager;
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typedef typename Ext::eps_manager eps_manager;
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typedef typename Ext::scoped_numeral scoped_numeral;
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typedef _scoped_numeral<eps_manager> scoped_eps_numeral;
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typedef typename _scoped_numeral_vector<eps_manager> scoped_eps_numeral_vector;
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typedef sparse_matrix<Ext> matrix;
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struct var_lt {
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bool operator()(var_t v1, var_t v2) const { return v1 < v2; }
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};
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typedef heap<var_lt> var_heap;
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enum pivot_strategy_t {
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S_BLAND,
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S_GREATEST_ERROR,
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S_LEAST_ERROR,
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S_DEFAULT
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};
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struct var_info {
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unsigned m_base2row:29;
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unsigned m_is_base:1;
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unsigned m_lower_valid:1;
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unsigned m_upper_valid:1;
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eps_numeral m_value;
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eps_numeral m_lower;
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eps_numeral m_upper;
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numeral m_base_coeff;
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var_info():
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m_base2row(0),
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m_is_base(false),
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m_lower_valid(false),
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m_upper_valid(false)
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{}
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};
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static const var_t null_var = UINT_MAX;
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matrix M;
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unsigned m_max_iterations;
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volatile bool m_cancel;
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var_heap m_to_patch;
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mutable manager m;
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mutable eps_manager em;
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vector<var_info> m_vars;
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svector<var_t> m_row2base;
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bool m_bland;
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random_gen m_random;
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public:
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simplex():
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m_max_iterations(UINT_MAX),
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m_cancel(false),
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m_to_patch(1024),
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m_bland(false) {}
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typedef typename matrix::row row;
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typedef typename matrix::row_iterator row_iterator;
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typedef typename matrix::col_iterator col_iterator;
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void ensure_var(var_t v);
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row add_row(unsigned num_vars, var_t base, var_t const* vars, numeral const* coeffs);
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void del_row(row const& r);
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void set_lower(var_t var, eps_numeral const& b);
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void set_upper(var_t var, eps_numeral const& b);
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void unset_lower(var_t var);
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void unset_upper(var_t var);
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void set_value(var_t var, eps_numeral const& b);
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void set_cancel(bool f) { m_cancel = f; }
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void set_max_iterations(unsigned m) { m_max_iterations = m; }
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lbool make_feasible();
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lbool optimize(var_t var);
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eps_numeral const& get_value(var_t v);
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void display(std::ostream& out) const;
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private:
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var_t select_var_to_fix();
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pivot_strategy_t pivot_strategy();
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var_t select_smallest_var() { return m_to_patch.empty()?null_var:m_to_patch.erase_min(); }
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var_t select_error_var(bool least);
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// row get_infeasible_row() { }
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void check_blands_rule(var_t v) { }
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bool make_var_feasible(var_t x_i);
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void update_and_pivot(var_t x_i, var_t x_j, numeral const& a_ij, eps_numeral const& new_value);
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void update_value(var_t v, eps_numeral const& delta);
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void update_value_core(var_t v, eps_numeral const& delta);
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var_t select_pivot(var_t x_i, bool is_below, scoped_numeral& out_a_ij);
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var_t select_blands_pivot(var_t x_i, bool is_below, scoped_numeral& out_a_ij);
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template<bool is_below>
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var_t select_pivot_core(var_t x_i, scoped_numeral& out_a_ij);
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int get_num_non_free_dep_vars(var_t x_j, int best_so_far);
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bool below_lower(var_t v) const;
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bool above_upper(var_t v) const;
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bool above_lower(var_t v) const;
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bool below_upper(var_t v) const;
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bool outside_bounds(var_t v) const { return below_lower(v) || above_upper(v); }
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bool is_free(var_t v) const { return !m_vars[v].m_lower_valid && !m_vars[v].m_upper_valid; }
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bool is_non_free(var_t v) const { return !is_free(v); }
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unsigned get_num_vars() const { return m_vars.size(); }
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bool is_base(var_t x) const { return m_vars[x].m_is_base; }
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bool well_formed() const;
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};
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};
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#endif
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