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restart.h
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restart.h
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// Copyright 2010-2018 Google LLC
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#ifndef OR_TOOLS_SAT_RESTART_H_
#define OR_TOOLS_SAT_RESTART_H_
#include <vector>
#include "ortools/sat/model.h"
#include "ortools/sat/sat_parameters.pb.h"
#include "ortools/util/bitset.h"
#include "ortools/util/running_stat.h"
namespace operations_research {
namespace sat {
// Contain the logic to decide when to restart a SAT tree search.
class RestartPolicy {
public:
explicit RestartPolicy(Model* model)
: parameters_(*(model->GetOrCreate<SatParameters>())) {
Reset();
}
// Resets the policy using the current model parameters.
void Reset();
// Returns true if the solver should be restarted before the next decision is
// taken. Note that this will return true just once and then assumes that
// the search was restarted and starts worrying about the next restart.
bool ShouldRestart();
// This will be called by the solver engine after each conflict. The arguments
// reflect the state of the solver when the conflict was detected and before
// the backjump.
void OnConflict(int conflict_trail_index, int conflict_decision_level,
int conflict_lbd);
// Returns the number of restarts since the last Reset().
int NumRestarts() const { return num_restarts_; }
// Returns a std::string with the current restart statistics.
std::string InfoString() const;
private:
const SatParameters& parameters_;
int num_restarts_;
int conflicts_until_next_strategy_change_;
int strategy_change_conflicts_;
int strategy_counter_;
std::vector<SatParameters::RestartAlgorithm> strategies_;
int luby_count_;
int conflicts_until_next_restart_;
RunningAverage dl_running_average_;
RunningAverage lbd_running_average_;
RunningAverage trail_size_running_average_;
};
// Returns the ith element of the strategy S^univ proposed by M. Luby et al. in
// Optimal Speedup of Las Vegas Algorithms, Information Processing Letters 1993.
// This is used to decide the number of conflicts allowed before the next
// restart. This method, used by most SAT solvers, is usually referenced as
// Luby.
// Returns 2^{k-1} when i == 2^k - 1
// and SUniv(i - 2^{k-1} + 1) when 2^{k-1} <= i < 2^k - 1.
// The sequence is defined for i > 0 and starts with:
// {1, 1, 2, 1, 1, 2, 4, 1, 1, 2, 1, 1, 2, 4, 8, ...}
inline int SUniv(int i) {
DCHECK_GT(i, 0);
while (i > 2) {
const int most_significant_bit_position =
MostSignificantBitPosition64(i + 1);
if ((1 << most_significant_bit_position) == i + 1) {
return 1 << (most_significant_bit_position - 1);
}
i -= (1 << most_significant_bit_position) - 1;
}
return 1;
}
} // namespace sat
} // namespace operations_research
#endif // OR_TOOLS_SAT_RESTART_H_