C++ Reference
C++ Reference: Routing
routing.h
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222 };
232 };
653 int64_t GetDisjunctionPenalty(DisjunctionIndex index) const {
768 enum VisitTypePolicy {
784 };
808 void AddHardTypeIncompatibility(int type1, int type2);
1978 int64_t span_min = 0;
1979 int64_t span_max = kint64max;
An Assignment is a variable -> domains mapping, used to report solutions to the user.
Definition: constraint_solver.h:5042
A BaseObject is the root of all reversibly allocated objects.
Definition: constraint_solver.h:3154
A constraint is the main modeling object.
Definition: constraint_solver.h:3587
A DecisionBuilder is responsible for creating the search tree.
Definition: constraint_solver.h:3270
This class acts like a CP propagator: it takes a set of tasks given by their start/duration/end featu...
Definition: routing.h:1960
bool EdgeFinding(Tasks *tasks)
Does edge-finding deductions on all tasks.
bool Precedences(Tasks *tasks)
Propagates the deductions from the chain of precedences, if there is one.
bool DistanceDuration(Tasks *tasks)
Propagates distance_duration constraints, if any.
bool MirrorTasks(Tasks *tasks)
Transforms the problem with a time symmetry centered in 0.
bool ForbiddenIntervals(Tasks *tasks)
Tasks might have holes in their domain, this enforces such holes.
bool Propagate(Tasks *tasks)
Computes new bounds for all tasks, returns false if infeasible.
bool DetectablePrecedencesWithChain(Tasks *tasks)
Does detectable precedences deductions on tasks in the chain precedence, taking the time windows of n...
bool ChainSpanMinDynamic(Tasks *tasks)
Computes a lower bound of the span of the chain, taking into account only the first nonchain task.
bool ChainSpanMin(Tasks *tasks)
Propagates a lower bound of the chain span, end[num_chain_tasks] - start[0], to span_min.
GlobalVehicleBreaksConstraint ensures breaks constraints are enforced on all vehicles in the dimensio...
Definition: routing.h:2068
void Post() override
This method is called when the constraint is processed by the solver.
void InitialPropagate() override
This method performs the initial propagation of the constraint.
GlobalVehicleBreaksConstraint(const RoutingDimension *dimension)
std::string DebugString() const override
Definition: routing.h:2071
The class IntVar is a subset of IntExpr.
Definition: constraint_solver.h:4001
Interval variables are often used in scheduling.
Definition: constraint_solver.h:4398
Local Search Filters are used for fast neighbor pruning.
Definition: constraint_solveri.h:1715
The base class for all local search operators.
Definition: constraint_solveri.h:791
Dimensions represent quantities accumulated at nodes along the routes.
Definition: routing.h:2374
void SetQuadraticCostSoftSpanUpperBoundForVehicle(SimpleBoundCosts::BoundCost bound_cost, int vehicle)
If the span of vehicle on this dimension is larger than bound, the cost will be increased by cost * (...
Definition: routing.h:2727
SimpleBoundCosts::BoundCost GetSoftSpanUpperBoundForVehicle(int vehicle) const
Definition: routing.h:2720
friend void AppendDimensionCumulFilters(const std::vector< RoutingDimension * > &dimensions, const RoutingSearchParameters ¶meters, bool filter_objective_cost, std::vector< LocalSearchFilterManager::FilterEvent > *filters)
const std::vector< IntervalVar * > & GetBreakIntervalsOfVehicle(int vehicle) const
Returns the break intervals set by SetBreakIntervalsOfVehicle().
void SetSpanCostCoefficientForAllVehicles(int64_t coefficient)
void SetCumulVarPiecewiseLinearCost(int64_t index, const PiecewiseLinearFunction &cost)
Sets a piecewise linear cost on the cumul variable of a given variable index.
const std::vector< IntVar * > & cumuls() const
Like CumulVar(), TransitVar(), SlackVar() but return the whole variable vectors instead (indexed by i...
Definition: routing.h:2403
IntVar * FixedTransitVar(int64_t index) const
Definition: routing.h:2395
void SetSoftSpanUpperBoundForVehicle(SimpleBoundCosts::BoundCost bound_cost, int vehicle)
If the span of vehicle on this dimension is larger than bound, the cost will be increased by cost * (...
Definition: routing.h:2709
bool HasCumulVarPiecewiseLinearCost(int64_t index) const
Returns true if a piecewise linear cost has been set for a given variable index.
int64_t GetCumulVarSoftUpperBoundCoefficient(int64_t index) const
Returns the cost coefficient of the soft upper bound of a cumul variable for a given variable index.
RoutingModel * model() const
Returns the model on which the dimension was created.
Definition: routing.h:2378
bool HasPickupToDeliveryLimits() const
int64_t GetGlobalOptimizerOffset() const
Definition: routing.h:2695
int64_t GetPickupToDeliveryLimitForPair(int pair_index, int pickup, int delivery) const
bool HasCumulVarSoftLowerBound(int64_t index) const
Returns true if a soft lower bound has been set for a given variable index.
const RoutingModel::TransitCallback1 & GetUnaryTransitEvaluator(int vehicle) const
Returns the unary callback evaluating the transit value between two node indices for a given vehicle.
Definition: routing.h:2464
int64_t GetSpanCostCoefficientForVehicle(int vehicle) const
Definition: routing.h:2683
int64_t global_span_cost_coefficient() const
Definition: routing.h:2691
void SetBreakDistanceDurationOfVehicle(int64_t distance, int64_t duration, int vehicle)
With breaks supposed to be consecutive, this forces the distance between breaks of size at least mini...
int64_t GetSpanUpperBoundForVehicle(int vehicle) const
Definition: routing.h:2675
bool AreVehicleTransitsPositive(int vehicle) const
Returns true iff the transit evaluator of 'vehicle' is positive for all arcs.
Definition: routing.h:2471
void AddNodePrecedence(int64_t first_node, int64_t second_node, int64_t offset)
Definition: routing.h:2670
const std::vector< IntVar * > & fixed_transits() const
Definition: routing.h:2404
bool HasBreakConstraints() const
Returns true if any break interval or break distance was defined.
const std::vector< IntVar * > & transits() const
Definition: routing.h:2405
SortedDisjointIntervalList GetAllowedIntervalsInRange(int64_t index, int64_t min_value, int64_t max_value) const
Returns allowed intervals for a given node in a given interval.
const RoutingDimension * base_dimension() const
Returns the parent in the dependency tree if any or nullptr otherwise.
Definition: routing.h:2617
void InitializeBreaks()
Sets up vehicle_break_intervals_, vehicle_break_distance_duration_, pre_travel_evaluators and post_tr...
std::function< int64_t(int, int)> PickupToDeliveryLimitFunction
Limits, in terms of maximum difference between the cumul variables, between the pickup and delivery a...
Definition: routing.h:2646
const PiecewiseLinearFunction * GetCumulVarPiecewiseLinearCost(int64_t index) const
Returns the piecewise linear cost of a cumul variable for a given variable index.
void AddNodePrecedence(NodePrecedence precedence)
Definition: routing.h:2662
const std::vector< int64_t > & vehicle_span_cost_coefficients() const
Definition: routing.h:2687
int64_t GetFirstPossibleGreaterOrEqualValueForNode(int64_t index, int64_t min_value) const
Returns the smallest value outside the forbidden intervals of node 'index' that is greater than or eq...
Definition: routing.h:2417
int GetPreTravelEvaluatorOfVehicle(int vehicle) const
!defined(SWIGPYTHON)
bool HasCumulVarSoftUpperBound(int64_t index) const
Returns true if a soft upper bound has been set for a given variable index.
bool HasQuadraticCostSoftSpanUpperBounds() const
Definition: routing.h:2737
IntVar * SlackVar(int64_t index) const
Definition: routing.h:2398
void SetPickupToDeliveryLimitFunctionForPair(PickupToDeliveryLimitFunction limit_function, int pair_index)
int vehicle_to_class(int vehicle) const
Definition: routing.h:2475
void SetBreakIntervalsOfVehicle(std::vector< IntervalVar * > breaks, int vehicle, std::vector< int64_t > node_visit_transits, std::function< int64_t(int64_t, int64_t)> delays)
Deprecated, sets pre_travel(i, j) = node_visit_transit[i] and post_travel(i, j) = delays(i,...
const std::vector< std::pair< int64_t, int64_t > > & GetBreakDistanceDurationOfVehicle(int vehicle) const
Returns the pairs (distance, duration) specified by break distance constraints.
int64_t ShortestTransitionSlack(int64_t node) const
It makes sense to use the function only for self-dependent dimension.
int64_t GetTransitValue(int64_t from_index, int64_t to_index, int64_t vehicle) const
Returns the transition value for a given pair of nodes (as var index); this value is the one taken by...
const RoutingModel::TransitCallback2 & transit_evaluator(int vehicle) const
Returns the callback evaluating the transit value between two node indices for a given vehicle.
Definition: routing.h:2457
const std::vector< int64_t > & vehicle_capacities() const
Returns the capacities for all vehicles.
Definition: routing.h:2452
int64_t GetTransitValueFromClass(int64_t from_index, int64_t to_index, int64_t vehicle_class) const
Same as above but taking a vehicle class of the dimension instead of a vehicle (the class of a vehicl...
Definition: routing.h:2386
int64_t GetLastPossibleLessOrEqualValueForNode(int64_t index, int64_t max_value) const
Returns the largest value outside the forbidden intervals of node 'index' that is less than or equal ...
Definition: routing.h:2436
int64_t GetLocalOptimizerOffsetForVehicle(int vehicle) const
Definition: routing.h:2699
void SetBreakIntervalsOfVehicle(std::vector< IntervalVar * > breaks, int vehicle, std::vector< int64_t > node_visit_transits)
Deprecated, sets pre_travel(i, j) = node_visit_transit[i].
const ReverseArcListGraph< int, int > & GetPathPrecedenceGraph() const
Accessors.
Definition: routing.h:2632
void SetCumulVarSoftUpperBound(int64_t index, int64_t upper_bound, int64_t coefficient)
Sets a soft upper bound to the cumul variable of a given variable index.
const std::vector< IntVar * > & slacks() const
Definition: routing.h:2406
IntVar * CumulVar(int64_t index) const
Get the cumul, transit and slack variables for the given node (given as int64_t var index).
Definition: routing.h:2393
void SetBreakIntervalsOfVehicle(std::vector< IntervalVar * > breaks, int vehicle, int pre_travel_evaluator, int post_travel_evaluator)
Sets the breaks for a given vehicle.
const std::vector< NodePrecedence > & GetNodePrecedences() const
Definition: routing.h:2665
int64_t GetCumulVarSoftUpperBound(int64_t index) const
Returns the soft upper bound of a cumul variable for a given variable index.
void SetSpanUpperBoundForVehicle(int64_t upper_bound, int vehicle)
!defined(SWIGCSHARP) && !defined(SWIGJAVA) !defined(SWIGPYTHON)
const std::vector< int64_t > & vehicle_span_upper_bounds() const
Definition: routing.h:2679
bool HasSoftSpanUpperBounds() const
Definition: routing.h:2717
void SetGlobalSpanCostCoefficient(int64_t coefficient)
Sets a cost proportional to the global dimension span, that is the difference between the largest val...
IntVar * TransitVar(int64_t index) const
Definition: routing.h:2394
~RoutingDimension()
int64_t GetCumulVarSoftLowerBoundCoefficient(int64_t index) const
Returns the cost coefficient of the soft lower bound of a cumul variable for a given variable index.
int GetPostTravelEvaluatorOfVehicle(int vehicle) const
void SetSpanCostCoefficientForVehicle(int64_t coefficient, int vehicle)
Sets a cost proportional to the dimension span on a given vehicle, or on all vehicles at once.
void SetCumulVarSoftLowerBound(int64_t index, int64_t lower_bound, int64_t coefficient)
Sets a soft lower bound to the cumul variable of a given variable index.
SimpleBoundCosts::BoundCost GetQuadraticCostSoftSpanUpperBoundForVehicle(int vehicle) const
Definition: routing.h:2740
int64_t GetCumulVarSoftLowerBound(int64_t index) const
Returns the soft lower bound of a cumul variable for a given variable index.
const std::vector< SortedDisjointIntervalList > & forbidden_intervals() const
Returns forbidden intervals for each node.
Definition: routing.h:2409
Manager for any NodeIndex <-> variable index conversion.
Definition: routing_index_manager.h:49
Definition: routing.h:208
int64_t ComputeLowerBound()
Computes a lower bound to the routing problem solving a linear assignment problem.
const std::vector< std::pair< DisjunctionIndex, DisjunctionIndex > > & GetPickupAndDeliveryDisjunctions() const
Definition: routing.h:745
void AddAtSolutionCallback(std::function< void()> callback)
Adds a callback called each time a solution is found during the search.
const std::string & GetPrimaryConstrainedDimension() const
Get the primary constrained dimension, or an empty string if it is unset.
Definition: routing.h:603
bool RoutesToAssignment(const std::vector< std::vector< int64_t >> &routes, bool ignore_inactive_indices, bool close_routes, Assignment *const assignment) const
Fills an assignment from a specification of the routes of the vehicles.
const std::vector< std::pair< int, int > > & GetPickupIndexPairs(int64_t node_index) const
Returns pairs for which the node is a pickup; the first element of each pair is the index in the pick...
std::function< std::vector< operations_research::IntVar * >(RoutingModel *)> GetTabuVarsCallback
Sets the callback returning the variable to use for the Tabu Search metaheuristic.
Definition: routing.h:1373
void AddSearchMonitor(SearchMonitor *const monitor)
Adds a search monitor to the search used to solve the routing model.
int nodes() const
Sizes and indices Returns the number of nodes in the model.
Definition: routing.h:1348
const std::vector< int > & GetSameVehicleIndicesOfIndex(int node) const
Returns variable indices of nodes constrained to be on the same route.
Definition: routing.h:1285
bool AddDimensionDependentDimensionWithVehicleCapacity(const std::vector< int > &pure_transits, const std::vector< int > &dependent_transits, const RoutingDimension *base_dimension, int64_t slack_max, std::vector< int64_t > vehicle_capacities, bool fix_start_cumul_to_zero, const std::string &name)
Creates a dimension with transits depending on the cumuls of another dimension.
Definition: routing.h:505
const std::vector< absl::flat_hash_set< int > > & GetRequiredTypeAlternativesWhenRemovingType(int type) const
Returns the set of requirement alternatives when removing the given type.
VehicleClassIndex GetVehicleClassIndexOfVehicle(int64_t vehicle) const
Definition: routing.h:1278
void AddLocalSearchOperator(LocalSearchOperator *ls_operator)
Adds a local search operator to the set of operators used to solve the vehicle routing problem.
void ForEachNodeInDisjunctionWithMaxCardinalityFromIndex(int64_t index, int64_t max_cardinality, F f) const
Calls f for each variable index of indices in the same disjunctions as the node corresponding to the ...
Definition: routing.h:634
GlobalDimensionCumulOptimizer * GetMutableGlobalCumulOptimizer(const RoutingDimension &dimension) const
Returns the global/local dimension cumul optimizer for a given dimension, or nullptr if there is none...
Assignment * CompactAssignment(const Assignment &assignment) const
Returns a compacted version of the given assignment, in which all vehicles with id lower or equal to ...
IntVar * ActiveVehicleVar(int vehicle) const
Returns the active variable of the vehicle.
Definition: routing.h:1216
const std::vector< absl::flat_hash_set< int > > & GetRequiredTypeAlternativesWhenAddingType(int type) const
Returns the set of requirement alternatives when adding the given type.
DecisionBuilder * MakeGuidedSlackFinalizer(const RoutingDimension *dimension, std::function< int64_t(int64_t)> initializer)
The next few members are in the public section only for testing purposes.
RoutingTransitCallback1 TransitCallback1
Definition: routing.h:237
bool AddDimensionDependentDimensionWithVehicleCapacity(int transit, const RoutingDimension *base_dimension, int64_t slack_max, int64_t vehicle_capacity, bool fix_start_cumul_to_zero, const std::string &name)
Homogeneous versions of the functions above.
int GetNumberOfVisitTypes() const
Definition: routing.h:796
std::string DebugOutputAssignment(const Assignment &solution_assignment, const std::string &dimension_to_print) const
Print some debugging information about an assignment, including the feasible intervals of the CumulVa...
bool AddDimensionDependentDimensionWithVehicleCapacity(const std::vector< int > &transits, const RoutingDimension *base_dimension, int64_t slack_max, std::vector< int64_t > vehicle_capacities, bool fix_start_cumul_to_zero, const std::string &name)
As above, but pure_transits are taken to be zero evaluators.
const std::vector< std::vector< int > > & GetTopologicallySortedVisitTypes() const
Definition: routing.h:798
RoutingModel(const RoutingIndexManager &index_manager, const RoutingModelParameters ¶meters)
int GetVehicleClassesCount() const
Returns the number of different vehicle classes in the model.
Definition: routing.h:1283
int64_t GetFixedCostOfVehicle(int vehicle) const
Returns the route fixed cost taken into account if the route of the vehicle is not empty,...
bool IsStart(int64_t index) const
Returns true if 'index' represents the first node of a route.
void SetPickupAndDeliveryPolicyOfAllVehicles(PickupAndDeliveryPolicy policy)
Sets the Pickup and delivery policy of all vehicles.
void AddSoftSameVehicleConstraint(const std::vector< int64_t > &indices, int64_t cost)
Adds a soft constraint to force a set of variable indices to be on the same vehicle.
Assignment * MutablePreAssignment()
Definition: routing.h:1072
Assignment * ReadAssignmentFromRoutes(const std::vector< std::vector< int64_t >> &routes, bool ignore_inactive_indices)
Restores the routes as the current solution.
std::pair< int, bool > AddMatrixDimension(std::vector< std::vector< int64_t > > values, int64_t capacity, bool fix_start_cumul_to_zero, const std::string &name)
Creates a dimension where the transit variable is constrained to be equal to 'values[i][next(i)]' for...
Assignment * CompactAndCheckAssignment(const Assignment &assignment) const
Same as CompactAssignment() but also checks the validity of the final compact solution; if it is not ...
IntVar * ActiveVar(int64_t index) const
Returns the active variable of the node corresponding to index.
Definition: routing.h:1213
const std::vector< DisjunctionIndex > & GetDisjunctionIndices(int64_t index) const
Returns the indices of the disjunctions to which an index belongs.
Definition: routing.h:626
int RegisterStateDependentTransitCallback(VariableIndexEvaluator2 callback)
void AddToAssignment(IntVar *const var)
Adds an extra variable to the vehicle routing assignment.
const std::vector< int64_t > & GetAmortizedQuadraticCostFactorOfVehicles() const
Definition: routing.h:942
const std::vector< std::unique_ptr< LocalDimensionCumulOptimizer > > & GetLocalDimensionCumulOptimizers() const
Definition: routing.h:567
const TransitCallback1 & UnaryTransitCallbackOrNull(int callback_index) const
Definition: routing.h:412
void AddVariableMinimizedByFinalizer(IntVar *var)
Adds a variable to minimize in the solution finalizer.
VisitTypePolicy
Set the node visit types and incompatibilities/requirements between the types (see below).
Definition: routing.h:768
@ TYPE_ADDED_TO_VEHICLE
When visited, the number of types 'T' on the vehicle increases by one.
Definition: routing.h:770
@ ADDED_TYPE_REMOVED_FROM_VEHICLE
When visited, one instance of type 'T' previously added to the route (TYPE_ADDED_TO_VEHICLE),...
Definition: routing.h:775
@ TYPE_ON_VEHICLE_UP_TO_VISIT
With the following policy, the visit enforces that type 'T' is considered on the route from its start...
Definition: routing.h:778
LocalDimensionCumulOptimizer * GetMutableLocalCumulOptimizer(const RoutingDimension &dimension) const
int64_t GetHomogeneousCost(int64_t from_index, int64_t to_index) const
Returns the cost of the segment between two nodes supposing all vehicle costs are the same (returns t...
Definition: routing.h:1240
const absl::flat_hash_set< int > & GetHardTypeIncompatibilitiesOfType(int type) const
Returns visit types incompatible with a given type.
IntVar * VehicleVar(int64_t index) const
Returns the vehicle variable of the node corresponding to index.
Definition: routing.h:1226
int RegisterUnaryTransitVector(std::vector< int64_t > values)
Registers 'callback' and returns its index.
const Assignment * Solve(const Assignment *assignment=nullptr)
Solves the current routing model; closes the current model.
void AddLocalSearchFilter(LocalSearchFilter *filter)
Adds a custom local search filter to the list of filters used to speed up local search by pruning unf...
Definition: routing.h:1173
Assignment * RestoreAssignment(const Assignment &solution)
Restores an assignment as a solution in the routing model and returns the new solution.
DecisionBuilder * MakeSelfDependentDimensionFinalizer(const RoutingDimension *dimension)
SWIG
const Assignment * SolveFromAssignmentWithParameters(const Assignment *assignment, const RoutingSearchParameters &search_parameters, std::vector< const Assignment * > *solutions=nullptr)
Same as above, except that if assignment is not null, it will be used as the initial solution.
std::vector< std::vector< std::pair< int64_t, int64_t > > > GetCumulBounds(const Assignment &solution_assignment, const RoutingDimension &dimension)
Returns a vector cumul_bounds, for which cumul_bounds[i][j] is a pair containing the minimum and maxi...
int GetVisitType(int64_t index) const
const Assignment * PackCumulsOfOptimizerDimensionsFromAssignment(const Assignment *original_assignment, absl::Duration duration_limit)
For every dimension in the model with an optimizer in local/global_dimension_optimizers_,...
bool HasTemporalTypeRequirements() const
Definition: routing.h:865
static const int64_t kNoPenalty
Constant used to express a hard constraint instead of a soft penalty.
Definition: routing.h:379
void AddPickupAndDeliverySets(DisjunctionIndex pickup_disjunction, DisjunctionIndex delivery_disjunction)
Same as AddPickupAndDelivery but notifying that the performed node from the disjunction of index 'pic...
RoutingTransitCallback2 TransitCallback2
Definition: routing.h:238
LocalDimensionCumulOptimizer * GetMutableLocalCumulMPOptimizer(const RoutingDimension &dimension) const
DisjunctionIndex AddDisjunction(const std::vector< int64_t > &indices, int64_t penalty=kNoPenalty, int64_t max_cardinality=1)
Adds a disjunction constraint on the indices: exactly 'max_cardinality' of the indices are active.
bool ApplyLocksToAllVehicles(const std::vector< std::vector< int64_t >> &locks, bool close_routes)
Applies lock chains to all vehicles to the next search, such that locks[p] is the lock chain for rout...
const std::vector< RoutingDimension * > & GetDimensions() const
Returns all dimensions of the model.
Definition: routing.h:554
int64_t GetDisjunctionMaxCardinality(DisjunctionIndex index) const
Returns the maximum number of possible active nodes of the node disjunction of index 'index'.
Definition: routing.h:658
const Solver::IndexEvaluator2 & first_solution_evaluator() const
Gets/sets the evaluator used during the search.
Definition: routing.h:960
@ ROUTING_SUCCESS
Problem solved successfully after calling RoutingModel::Solve().
Definition: routing.h:215
@ ROUTING_FAIL
No solution found to the problem after calling RoutingModel::Solve().
Definition: routing.h:217
@ ROUTING_NOT_SOLVED
Problem not solved yet (before calling RoutingModel::Solve()).
Definition: routing.h:213
@ ROUTING_FAIL_TIMEOUT
Time limit reached before finding a solution with RoutingModel::Solve().
Definition: routing.h:219
bool HasVehicleWithCostClassIndex(CostClassIndex cost_class_index) const
Returns true iff the model contains a vehicle with the given cost_class_index.
Definition: routing.h:1265
const std::vector< int64_t > & GetDisjunctionIndices(DisjunctionIndex index) const
Returns the variable indices of the nodes in the disjunction of index 'index'.
Definition: routing.h:647
void SetVisitType(int64_t index, int type, VisitTypePolicy type_policy)
int64_t GetDepot() const
Returns the variable index of the first starting or ending node of all routes.
IntVar * ApplyLocks(const std::vector< int64_t > &locks)
Applies a lock chain to the next search.
void SetSweepArranger(SweepArranger *sweep_arranger)
void AddTemporalTypeIncompatibility(int type1, int type2)
SweepArranger * sweep_arranger() const
Returns the sweep arranger to be used by routing heuristics.
Assignment * ReadAssignment(const std::string &file_name)
Reads an assignment from a file and returns the current solution.
void SetFixedCostOfVehicle(int64_t cost, int vehicle)
Sets the fixed cost of one vehicle route.
bool ArcIsMoreConstrainedThanArc(int64_t from, int64_t to1, int64_t to2)
Returns whether the arc from->to1 is more constrained than from->to2, taking into account,...
static RoutingModel::StateDependentTransit MakeStateDependentTransit(const std::function< int64_t(int64_t)> &f, int64_t domain_start, int64_t domain_end)
Creates a cached StateDependentTransit from an std::function.
void AddPickupAndDelivery(int64_t pickup, int64_t delivery)
Notifies that index1 and index2 form a pair of nodes which should belong to the same route.
VisitTypePolicy GetVisitTypePolicy(int64_t index) const
int64_t GetArcCostForFirstSolution(int64_t from_index, int64_t to_index) const
Returns the cost of the arc in the context of the first solution strategy.
IntVar * VehicleCostsConsideredVar(int vehicle) const
Returns the variable specifying whether or not costs are considered for vehicle.
Definition: routing.h:1221
void ConsiderEmptyRouteCostsForVehicle(bool consider_costs, int vehicle)
Definition: routing.h:947
bool IsVehicleAllowedForIndex(int vehicle, int64_t index)
Returns true if a vehicle is allowed to visit a given node.
Definition: routing.h:689
int RegisterPositiveUnaryTransitCallback(TransitCallback1 callback)
void SetTabuVarsCallback(GetTabuVarsCallback tabu_var_callback)
const std::vector< IntVar * > & VehicleVars() const
Returns all vehicle variables of the model, such that VehicleVars(i) is the vehicle variable of the n...
Definition: routing.h:1207
std::pair< int, bool > AddConstantDimensionWithSlack(int64_t value, int64_t capacity, int64_t slack_max, bool fix_start_cumul_to_zero, const std::string &name)
Creates a dimension where the transit variable is constrained to be equal to 'value'; 'capacity' is t...
int64_t GetArcCostForVehicle(int64_t from_index, int64_t to_index, int64_t vehicle) const
Returns the cost of the transit arc between two nodes for a given vehicle.
void CloseVisitTypes()
This function should be called once all node visit types have been set and prior to adding any incomp...
void SetMaximumNumberOfActiveVehicles(int max_active_vehicles)
Constrains the maximum number of active vehicles, aka the number of vehicles which do not have an emp...
Definition: routing.h:896
const IndexPairs & GetImplicitUniquePickupAndDeliveryPairs() const
Returns implicit pickup and delivery pairs currently in the model.
Definition: routing.h:752
const std::vector< int64_t > & GetAmortizedLinearCostFactorOfVehicles() const
Definition: routing.h:939
std::vector< RoutingDimension * > GetDimensionsWithSoftOrSpanCosts() const
Returns dimensions with soft or vehicle span costs.
void IgnoreDisjunctionsAlreadyForcedToZero()
SPECIAL: Makes the solver ignore all the disjunctions whose active variables are all trivially zero (...
void SetPickupAndDeliveryPolicyOfVehicle(PickupAndDeliveryPolicy policy, int vehicle)
int RegisterTransitCallback(TransitCallback2 callback)
const std::vector< std::unique_ptr< LocalDimensionCumulOptimizer > > & GetLocalDimensionCumulMPOptimizers() const
Definition: routing.h:571
void AddVariableTargetToFinalizer(IntVar *var, int64_t target)
Add a variable to set the closest possible to the target value in the solution finalizer.
int64_t UnperformedPenaltyOrValue(int64_t default_value, int64_t var_index) const
Same as above except that it returns default_value instead of 0 when penalty is not well defined (def...
int GetMaximumNumberOfActiveVehicles() const
Returns the maximum number of active vehicles.
Definition: routing.h:900
RoutingDimensionIndex DimensionIndex
Definition: routing.h:234
std::pair< int, bool > AddVectorDimension(std::vector< int64_t > values, int64_t capacity, bool fix_start_cumul_to_zero, const std::string &name)
Creates a dimension where the transit variable is constrained to be equal to 'values[i]' for node i; ...
const absl::flat_hash_set< int > & GetTemporalTypeIncompatibilitiesOfType(int type) const
const std::vector< int > & GetPairIndicesOfType(int type) const
const IndexPairs & GetPickupAndDeliveryPairs() const
Returns pickup and delivery pairs currently in the model.
Definition: routing.h:741
void AddRequiredTypeAlternativesWhenRemovingType(int dependent_type, absl::flat_hash_set< int > required_type_alternatives)
The following requirements apply when visiting dependent nodes that remove their type from the route,...
static std::unique_ptr< LocalSearchOperator > MakeGreedyDescentLSOperator(std::vector< IntVar * > variables)
Perhaps move it to constraint_solver.h.
int64_t Next(const Assignment &assignment, int64_t index) const
Assignment inspection Returns the variable index of the node directly after the node corresponding to...
void SetAmortizedCostFactorsOfAllVehicles(int64_t linear_cost_factor, int64_t quadratic_cost_factor)
The following methods set the linear and quadratic cost factors of vehicles (must be positive values)...
int RegisterPositiveTransitCallback(TransitCallback2 callback)
PickupAndDeliveryPolicy
Types of precedence policy applied to pickup and delivery pairs.
Definition: routing.h:225
@ PICKUP_AND_DELIVERY_LIFO
Deliveries must be performed in reverse order of pickups.
Definition: routing.h:229
@ PICKUP_AND_DELIVERY_FIFO
Deliveries must be performed in the same order as pickups.
Definition: routing.h:231
void CloseModelWithParameters(const RoutingSearchParameters &search_parameters)
Same as above taking search parameters (as of 10/2015 some the parameters have to be set when closing...
int GetNumberOfDisjunctions() const
Returns the number of node disjunctions in the model.
Definition: routing.h:662
void SetAllowedVehiclesForIndex(const std::vector< int > &vehicles, int64_t index)
Sets the vehicles which can visit a given node.
void AddVariableMaximizedByFinalizer(IntVar *var)
Adds a variable to maximize in the solution finalizer (see above for information on the solution fina...
std::vector< std::vector< int64_t > > GetRoutesFromAssignment(const Assignment &assignment)
Converts the solution in the given assignment to routes for all vehicles.
const std::vector< IntVar * > & Nexts() const
Returns all next variables of the model, such that Nexts(i) is the next variable of the node correspo...
Definition: routing.h:1204
int64_t UnperformedPenalty(int64_t var_index) const
Get the "unperformed" penalty of a node.
void SetAmortizedCostFactorsOfVehicle(int64_t linear_cost_factor, int64_t quadratic_cost_factor, int vehicle)
Sets the linear and quadratic cost factor of the given vehicle.
int64_t GetNumberOfDecisionsInFirstSolution(const RoutingSearchParameters &search_parameters) const
Returns statistics on first solution search, number of decisions sent to filters, number of decisions...
std::vector< std::pair< int64_t, int64_t > > GetPerfectBinaryDisjunctions() const
Returns the list of all perfect binary disjunctions, as pairs of variable indices: a disjunction is "...
bool HasTypeRegulations() const
Returns true iff the model has any incompatibilities or requirements set on node types.
Definition: routing.h:871
const Assignment * SolveFromAssignmentsWithParameters(const std::vector< const Assignment * > &assignments, const RoutingSearchParameters &search_parameters, std::vector< const Assignment * > *solutions=nullptr)
Same as above but will try all assignments in order as first solutions until one succeeds.
void SetFirstSolutionEvaluator(Solver::IndexEvaluator2 evaluator)
Takes ownership of evaluator.
Definition: routing.h:965
RoutingVehicleClassIndex VehicleClassIndex
Definition: routing.h:236
void AddWeightedVariableMinimizedByFinalizer(IntVar *var, int64_t cost)
Adds a variable to minimize in the solution finalizer, with a weighted priority: the higher the more ...
void AddIntervalToAssignment(IntervalVar *const interval)
void SetArcCostEvaluatorOfAllVehicles(int evaluator_index)
Sets the cost function of the model such that the cost of a segment of a route between node 'from' an...
std::function< StateDependentTransit(int64_t, int64_t)> VariableIndexEvaluator2
Definition: routing.h:264
int GetNonZeroCostClassesCount() const
Ditto, minus the 'always zero', built-in cost class.
Definition: routing.h:1275
bool AddDimensionWithVehicleCapacity(int evaluator_index, int64_t slack_max, std::vector< int64_t > vehicle_capacities, bool fix_start_cumul_to_zero, const std::string &name)
bool HasSameVehicleTypeRequirements() const
Returns true iff any same-route (resp.
Definition: routing.h:862
IntVar * CostVar() const
Returns the global cost variable which is being minimized.
Definition: routing.h:1228
std::pair< int, bool > AddConstantDimension(int64_t value, int64_t capacity, bool fix_start_cumul_to_zero, const std::string &name)
Definition: routing.h:468
int64_t GetArcCostForClass(int64_t from_index, int64_t to_index, int64_t cost_class_index) const
Returns the cost of the segment between two nodes for a given cost class.
void SetPrimaryConstrainedDimension(const std::string &dimension_name)
Set the given dimension as "primary constrained".
Definition: routing.h:598
Constraint * MakePathSpansAndTotalSlacks(const RoutingDimension *dimension, std::vector< IntVar * > spans, std::vector< IntVar * > total_slacks)
For every vehicle of the routing model:
const VariableIndexEvaluator2 & StateDependentTransitCallback(int callback_index) const
Definition: routing.h:416
void SetAssignmentFromOtherModelAssignment(Assignment *target_assignment, const RoutingModel *source_model, const Assignment *source_assignment)
Given a "source_model" and its "source_assignment", resets "target_assignment" with the IntVar variab...
void AddSameVehicleRequiredTypeAlternatives(int dependent_type, absl::flat_hash_set< int > required_type_alternatives)
Requirements: NOTE: As of 2019-04, cycles in the requirement graph are not supported,...
std::vector< std::string > GetAllDimensionNames() const
Outputs the names of all dimensions added to the routing engine.
bool IsMatchingModel() const
Returns true if a vehicle/node matching problem is detected.
RoutingDimension * GetMutableDimension(const std::string &dimension_name) const
Returns a dimension from its name.
int RegisterUnaryTransitCallback(TransitCallback1 callback)
int64_t GetNumberOfRejectsInFirstSolution(const RoutingSearchParameters &search_parameters) const
bool IsEnd(int64_t index) const
Returns true if 'index' represents the last node of a route.
Definition: routing.h:1190
bool AddDimensionWithVehicleTransits(const std::vector< int > &evaluator_indices, int64_t slack_max, int64_t capacity, bool fix_start_cumul_to_zero, const std::string &name)
bool WriteAssignment(const std::string &file_name) const
Writes the current solution to a file containing an AssignmentProto.
RoutingCostClassIndex CostClassIndex
Definition: routing.h:233
bool HasTemporalTypeIncompatibilities() const
Definition: routing.h:820
int GetCostClassesCount() const
Returns the number of different cost classes in the model.
Definition: routing.h:1273
const TransitCallback2 & TransitCallback(int callback_index) const
Definition: routing.h:408
int GetNumOfSingletonNodes() const
Returns the number of non-start/end nodes which do not appear in a pickup/delivery pair.
const std::vector< std::unique_ptr< GlobalDimensionCumulOptimizer > > & GetGlobalDimensionCumulOptimizers() const
Returns [global|local]_dimension_optimizers_, which are empty if the model has not been closed.
Definition: routing.h:563
void AddRequiredTypeAlternativesWhenAddingType(int dependent_type, absl::flat_hash_set< int > required_type_alternatives)
If type_D depends on type_R when adding type_D, any node_D of type_D and VisitTypePolicy TYPE_ADDED_T...
operations_research::FirstSolutionStrategy::Value GetAutomaticFirstSolutionStrategy() const
Returns the automatic first solution strategy selected.
Definition: routing.h:1362
const std::vector< std::pair< int, int > > & GetDeliveryIndexPairs(int64_t node_index) const
Same as above for deliveries.
void AssignmentToRoutes(const Assignment &assignment, std::vector< std::vector< int64_t >> *const routes) const
Converts the solution in the given assignment to routes for all vehicles.
absl::Duration RemainingTime() const
Returns the time left in the search limit.
Definition: routing.h:1341
~RoutingModel()
int RegisterTransitMatrix(std::vector< std::vector< int64_t > > values)
void CloseModel()
Closes the current routing model; after this method is called, no modification to the model can be do...
static const DimensionIndex kNoDimension
Constant used to express the "no dimension" index, returned when a dimension name does not correspond...
Definition: routing.h:387
const Assignment *const PreAssignment() const
Returns an assignment used to fix some of the variables of the problem.
Definition: routing.h:1071
bool CostsAreHomogeneousAcrossVehicles() const
Whether costs are homogeneous across all vehicles.
Definition: routing.h:1235
PickupAndDeliveryPolicy GetPickupAndDeliveryPolicyOfVehicle(int vehicle) const
const std::vector< absl::flat_hash_set< int > > & GetSameVehicleRequiredTypeAlternativesOfType(int type) const
Returns the set of same-vehicle requirement alternatives for the given type.
CostClassIndex GetCostClassIndexOfVehicle(int64_t vehicle) const
Get the cost class index of the given vehicle.
Definition: routing.h:1256
const VehicleTypeContainer & GetVehicleTypeContainer() const
Definition: routing.h:1290
void SetFixedCostOfAllVehicles(int64_t cost)
Sets the fixed cost of all vehicle routes.
void SetArcCostEvaluatorOfVehicle(int evaluator_index, int vehicle)
Sets the cost function for a given vehicle route.
const RoutingDimension & GetDimensionOrDie(const std::string &dimension_name) const
Returns a dimension from its name. Dies if the dimension does not exist.
bool HasDimension(const std::string &dimension_name) const
Returns true if a dimension exists for a given dimension name.
int VehicleIndex(int64_t index) const
Returns the vehicle of the given start/end index, and -1 if the given index is not a vehicle start/en...
Definition: routing.h:1193
bool AreEmptyRouteCostsConsideredForVehicle(int vehicle) const
Definition: routing.h:952
bool IsVehicleUsed(const Assignment &assignment, int vehicle) const
Returns true if the route of 'vehicle' is non empty in 'assignment'.
bool AddDimensionDependentDimensionWithVehicleCapacity(int pure_transit, int dependent_transit, const RoutingDimension *base_dimension, int64_t slack_max, int64_t vehicle_capacity, bool fix_start_cumul_to_zero, const std::string &name)
static const DisjunctionIndex kNoDisjunction
Constant used to express the "no disjunction" index, returned when a node does not appear in any disj...
Definition: routing.h:383
RoutingModel(const RoutingIndexManager &index_manager)
Constructor taking an index manager.
const Assignment * SolveWithParameters(const RoutingSearchParameters &search_parameters, std::vector< const Assignment * > *solutions=nullptr)
Solves the current routing model with the given parameters.
bool AddDimensionWithVehicleTransitAndCapacity(const std::vector< int > &evaluator_indices, int64_t slack_max, std::vector< int64_t > vehicle_capacities, bool fix_start_cumul_to_zero, const std::string &name)
RoutingDisjunctionIndex DisjunctionIndex
Definition: routing.h:235
int64_t End(int vehicle) const
Returns the variable index of the ending node of a vehicle route.
Definition: routing.h:1186
const std::vector< int > & GetSingleNodesOfType(int type) const
bool AddDimension(int evaluator_index, int64_t slack_max, int64_t capacity, bool fix_start_cumul_to_zero, const std::string &name)
Model creation.
A search monitor is a simple set of callbacks to monitor all search events.
Definition: constraint_solver.h:3638
A structure meant to store soft bounds and associated violation constants.
Definition: routing.h:2335
BoundCost & bound_cost(int element)
Definition: routing.h:2343
SimpleBoundCosts(int num_bounds, BoundCost default_bound_cost)
Definition: routing.h:2341
BoundCost bound_cost(int element) const
Definition: routing.h:2344
SimpleBoundCosts(const SimpleBoundCosts &)=delete
SimpleBoundCosts operator=(const SimpleBoundCosts &)=delete
std::function< int64_t(int64_t, int64_t)> IndexEvaluator2
Definition: constraint_solver.h:734
Checker for type incompatibilities.
Definition: routing.h:2226
TypeIncompatibilityChecker(const RoutingModel &model, bool check_hard_incompatibilities)
~TypeIncompatibilityChecker() override
Definition: routing.h:2230
virtual bool HasRegulationsToCheck() const =0
virtual ~TypeRegulationsChecker()
Definition: routing.h:2169
virtual bool CheckTypeRegulations(int type, VisitTypePolicy policy, int pos)=0
virtual void OnInitializeCheck()
Definition: routing.h:2212
bool CheckVehicle(int vehicle, const std::function< int64_t(int64_t)> &next_accessor)
TypeRegulationsChecker(const RoutingModel &model)
virtual bool FinalizeCheck() const
Definition: routing.h:2216
void InitializeCheck(int vehicle, const std::function< int64_t(int64_t)> &next_accessor)
bool TypeCurrentlyOnRoute(int type, int pos) const
Returns true iff there's at least one instance of the given type on the route when scanning the route...
const RoutingModel & model_
Definition: routing.h:2218
bool TypeOccursOnRoute(int type) const
Returns true iff any occurrence of the given type was seen on the route, i.e.
The following constraint ensures that incompatibilities and requirements between types are respected.
Definition: routing.h:2306
void Post() override
This method is called when the constraint is processed by the solver.
void InitialPropagate() override
This method performs the initial propagation of the constraint.
TypeRegulationsConstraint(const RoutingModel &model)
~TypeRequirementChecker() override
Definition: routing.h:2246
TypeRequirementChecker(const RoutingModel &model)
Definition: routing.h:2244
Collection of objects used to extend the Constraint Solver library.
Definition: constraint_solver.h:108
std::function< int64_t(int64_t, int64_t)> RoutingTransitCallback2
Definition: routing_types.h:43
void FillTravelBoundsOfVehicle(int vehicle, const std::vector< int64_t > &path, const RoutingDimension &dimension, TravelBounds *travel_bounds)
std::pair< std::vector< int64_t >, std::vector< int64_t > > RoutingIndexPair
Definition: routing_types.h:45
DecisionBuilder * MakeSetValuesFromTargets(Solver *solver, std::vector< IntVar * > variables, std::vector< int64_t > targets)
A decision builder which tries to assign values to variables as close as possible to target values fi...
bool SolveModelWithSat(const RoutingModel &model, const RoutingSearchParameters &search_parameters, const Assignment *initial_solution, Assignment *solution)
Attempts to solve the model using the cp-sat solver.
void AppendTasksFromPath(const std::vector< int64_t > &path, const TravelBounds &travel_bounds, const RoutingDimension &dimension, DisjunctivePropagator::Tasks *tasks)
std::function< int64_t(int64_t)> RoutingTransitCallback1
Definition: routing_types.h:42
void FillPathEvaluation(const std::vector< int64_t > &path, const RoutingModel::TransitCallback2 &evaluator, std::vector< int64_t > *values)
IntVarLocalSearchFilter * MakeVehicleBreaksFilter(const RoutingModel &routing_model, const RoutingDimension &dimension)
void AppendTasksFromIntervals(const std::vector< IntervalVar * > &intervals, DisjunctivePropagator::Tasks *tasks)
std::vector< RoutingIndexPair > RoutingIndexPairs
Definition: routing_types.h:46
A structure to hold tasks described by their features.
Definition: routing.h:1967
std::vector< std::pair< int64_t, int64_t > > distance_duration
Definition: routing.h:1977
std::vector< int64_t > end_min
Definition: routing.h:1973
std::vector< int64_t > start_min
Definition: routing.h:1969
std::vector< const SortedDisjointIntervalList * > forbidden_intervals
Definition: routing.h:1976
std::vector< bool > is_preemptible
Definition: routing.h:1975
std::vector< int64_t > end_max
Definition: routing.h:1974
std::vector< int64_t > duration_max
Definition: routing.h:1972
std::vector< int64_t > start_max
Definition: routing.h:1970
std::vector< int64_t > duration_min
Definition: routing.h:1971
int64_t first_node
Definition: routing.h:2657
int64_t second_node
Definition: routing.h:2658
int64_t offset
Definition: routing.h:2659
SUBTLE: The vehicle's fixed cost is skipped on purpose here, because we can afford to do so:
Definition: routing.h:292
const RoutingDimension * dimension
Definition: routing.h:295
int64_t cost_coefficient
Definition: routing.h:294
bool operator<(const DimensionCost &cost) const
Definition: routing.h:296
int64_t transit_evaluator_class
Definition: routing.h:293
CostClass(int evaluator_index)
Definition: routing.h:306
int evaluator_index
Index of the arc cost evaluator, registered in the RoutingModel class.
Definition: routing.h:270
static bool LessThan(const CostClass &a, const CostClass &b)
Comparator for STL containers and algorithms.
Definition: routing.h:310
operations_research::RoutingModel::CostClass::dimension_transit_evaluator_class_and_cost_coefficient
std::vector< DimensionCost > dimension_transit_evaluator_class_and_cost_coefficient
Definition: routing.h:304
What follows is relevant for models with time/state dependent transits.
Definition: routing.h:259
RangeIntToIntFunction * transit
Definition: routing.h:260
int64_t fixed_cost
Contrarily to CostClass, here we need strict equivalence.
Definition: routing.h:323
absl::StrongVector< DimensionIndex, int64_t > dimension_end_cumuls_max
Definition: routing.h:337
uint64_t unvisitable_nodes_fprint
Fingerprint of unvisitable non-start/end nodes.
Definition: routing.h:343
static bool LessThan(const VehicleClass &a, const VehicleClass &b)
Comparator for STL containers and algorithms.
int end_equivalence_class
Definition: routing.h:331
absl::StrongVector< DimensionIndex, int64_t > dimension_capacities
Definition: routing.h:338
absl::StrongVector< DimensionIndex, int64_t > dimension_end_cumuls_min
Definition: routing.h:336
absl::StrongVector< DimensionIndex, int64_t > dimension_evaluator_classes
dimension_evaluators[d]->Run(from, to) is the transit value of arc from->to for a dimension d.
Definition: routing.h:341
absl::StrongVector< DimensionIndex, int64_t > dimension_start_cumuls_min
Bounds of cumul variables at start and end vehicle nodes.
Definition: routing.h:334
absl::StrongVector< DimensionIndex, int64_t > dimension_start_cumuls_max
Definition: routing.h:335
int64_t fixed_cost
Definition: routing.h:356
bool operator<(const VehicleClassEntry &other) const
Definition: routing.h:358
int vehicle_class
Definition: routing.h:355
Struct used to sort and store vehicles by their type.
Definition: routing.h:353
std::vector< int > type_index_of_vehicle
Definition: routing.h:371
int NumTypes() const
Definition: routing.h:364
std::vector< std::set< VehicleClassEntry > > sorted_vehicle_classes_per_type
Definition: routing.h:373
int Type(int vehicle) const
Definition: routing.h:366
std::vector< std::deque< int > > vehicles_per_vehicle_class
Definition: routing.h:374
Definition: routing.h:2037
std::vector< int64_t > post_travels
Definition: routing.h:2041
std::vector< int64_t > max_travels
Definition: routing.h:2039
std::vector< int64_t > pre_travels
Definition: routing.h:2040
std::vector< int64_t > min_travels
Definition: routing.h:2038