C++ Reference
C++ Reference: Routing
routing.h
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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...
void SetPickupAndDeliveryPolicyOfAllVehicles(PickupAndDeliveryPolicy policy)
Sets the Pickup and delivery policy of all vehicles.
CostClass(int evaluator_index)
Definition: routing.h:307
int Type(int vehicle) const
Definition: routing.h:367
absl::Time AbsoluteSolverDeadline() const
Definition: constraint_solver.h:4312
RoutingTransitCallback1 TransitCallback1
Definition: routing.h:238
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:2594
const std::vector< std::vector< int > > & GetTopologicallySortedVisitTypes() const
Definition: routing.h:891
void Post() override
This method is called when the constraint is processed by the solver.
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.
void IgnoreDisjunctionsAlreadyForcedToZero()
SPECIAL: Makes the solver ignore all the disjunctions whose active variables are all trivially zero (...
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.
int RegisterStateDependentTransitCallback(VariableIndexEvaluator2 callback)
When visited, one instance of type 'T' previously added to the route (TYPE_ADDED_TO_VEHICLE),...
Definition: routing.h:868
FirstSolutionStrategy_Value Value
Definition: routing_enums.pb.h:254
int64_t GetNumberOfRejectsInFirstSolution(const RoutingSearchParameters &search_parameters) const
std::vector< int64_t > post_travels
Definition: routing.h:2161
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...
Assignment * CompactAndCheckAssignment(const Assignment &assignment) const
Same as CompactAssignment() but also checks the validity of the final compact solution; if it is not ...
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:2776
absl::Duration RemainingTime() const
Returns the time left in the search limit.
Definition: routing.h:1449
std::vector< int > type_index_of_vehicle
Definition: routing.h:372
const absl::flat_hash_set< DimensionIndex > & GetAffectedDimensionIndices() const
Definition: routing.h:436
SimpleBoundCosts(int num_bounds, BoundCost default_bound_cost)
Definition: routing.h:2461
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.
int64_t GetSpanCostCoefficientForVehicleClass(RoutingVehicleClassIndex vehicle_class) const
Definition: routing.h:2817
TypeRegulationsConstraint(const RoutingModel &model)
static const char kRemoveValues[]
Definition: routing.h:2074
void AppendTasksFromPath(const std::vector< int64_t > &path, const TravelBounds &travel_bounds, const RoutingDimension &dimension, DisjunctivePropagator::Tasks *tasks)
int64_t cost_coefficient
Definition: routing.h:295
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...
RoutingCostClassIndex CostClassIndex
Definition: routing.h:234
int64_t GetCumulVarSoftUpperBound(int64_t index) const
Returns the soft upper bound of a cumul variable for a given variable index.
TypeRegulationsChecker(const RoutingModel &model)
const std::vector< IntVar * > & cumuls() const
Like CumulVar(), TransitVar(), SlackVar() but return the whole variable vectors instead (indexed by i...
Definition: routing.h:2523
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 SetSpanCostCoefficientForAllVehicles(int64_t coefficient)
const IndexPairs & GetImplicitUniquePickupAndDeliveryPairs() const
Returns implicit pickup and delivery pairs currently in the model.
Definition: routing.h:845
void SetPickupToDeliveryLimitFunctionForPair(PickupToDeliveryLimitFunction limit_function, int pair_index)
int GetNumberOfDisjunctions() const
Returns the number of node disjunctions in the model.
Definition: routing.h:755
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.
bool HasCumulVarPiecewiseLinearCost(int64_t index) const
Returns true if a piecewise linear cost has been set for a given variable index.
int vehicle_class
Definition: routing.h:356
int64_t GetLocalOptimizerOffsetForVehicle(int vehicle) const
Definition: routing.h:2837
const VariableIndexEvaluator2 & StateDependentTransitCallback(int callback_index) const
Definition: routing.h:488
void CloseModel()
Closes the current routing model; after this method is called, no modification to the model can be do...
const RoutingDimension * dimension
Definition: routing.h:296
Manager for any NodeIndex <-> variable index conversion.
Definition: routing_index_manager.h:49
GlobalDimensionCumulOptimizer * GetMutableGlobalCumulMPOptimizer(const RoutingDimension &dimension) const
bool operator<(const DimensionCost &cost) const
Definition: routing.h:297
int64_t ShortestTransitionSlack(int64_t node) const
It makes sense to use the function only for self-dependent dimension.
bool HasBreakConstraints() const
Returns true if any break interval or break distance was defined.
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)
bool operator<(const VehicleClassEntry &other) const
Definition: routing.h:359
std::vector< bool > is_preemptible
Definition: routing.h:2095
ResourceGroup(const RoutingModel *model)
Definition: routing.h:429
const std::vector< DisjunctionIndex > & GetDisjunctionIndices(int64_t index) const
Returns the indices of the disjunctions to which an index belongs.
Definition: routing.h:719
void InitializeBreaks()
Sets up vehicle_break_intervals_, vehicle_break_distance_duration_, pre_travel_evaluators and post_tr...
std::vector< RoutingIndexPair > RoutingIndexPairs
Definition: routing_types.h:46
IntVar * VehicleVar(int64_t index) const
Returns the vehicle variable of the node corresponding to index.
Definition: routing.h:1319
void SetVisitType(int64_t index, int type, VisitTypePolicy type_policy)
BoundCost & bound_cost(int element)
Definition: routing.h:2463
bool HasSameVehicleTypeRequirements() const
Returns true iff any same-route (resp.
Definition: routing.h:955
bool IsVehicleAllowedForIndex(int vehicle, int64_t index)
Returns true if a vehicle is allowed to visit a given node.
Definition: routing.h:782
std::vector< std::vector< int64_t > > GetRoutesFromAssignment(const Assignment &assignment)
Converts the solution in the given assignment to routes for all vehicles.
Definition: routing.h:2157
std::vector< int64_t > end_max
Definition: routing.h:2094
std::pair< int, bool > AddConstantDimension(int64_t value, int64_t capacity, bool fix_start_cumul_to_zero, const std::string &name)
Definition: routing.h:540
bool HasVehicleWithCostClassIndex(CostClassIndex cost_class_index) const
Returns true iff the model contains a vehicle with the given cost_class_index.
Definition: routing.h:1358
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.
absl::StrongVector< DimensionIndex, int64_t > dimension_start_cumuls_min
Bounds of cumul variables at start and end vehicle nodes.
Definition: routing.h:335
IntVar * CostVar() const
Returns the global cost variable which is being minimized.
Definition: routing.h:1321
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.
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:342
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.
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.
void AddVariableMaximizedByFinalizer(IntVar *var)
Adds a variable to maximize in the solution finalizer (see above for information on the solution fina...
static bool LessThan(const VehicleClass &a, const VehicleClass &b)
Comparator for STL containers and algorithms.
static const DimensionIndex kNoDimension
Constant used to express the "no dimension" index, returned when a dimension name does not correspond...
Definition: routing.h:459
friend void AppendDimensionCumulFilters(const std::vector< RoutingDimension * > &dimensions, const RoutingSearchParameters ¶meters, bool filter_objective_cost, std::vector< LocalSearchFilterManager::FilterEvent > *filters)
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_,...
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.
const std::vector< int64_t > & GetDisjunctionNodeIndices(DisjunctionIndex index) const
Returns the variable indices of the nodes in the disjunction of index 'index'.
Definition: routing.h:740
void SetPrimaryConstrainedDimension(const std::string &dimension_name)
Set the given dimension as "primary constrained".
Definition: routing.h:676
void SetTabuVarsCallback(GetTabuVarsCallback tabu_var_callback)
int64_t global_span_cost_coefficient() const
Definition: routing.h:2829
const std::vector< IntVar * > & fixed_transits() const
Definition: routing.h:2524
const std::vector< int > & GetSingleNodesOfType(int type) const
RoutingModel * model() const
Returns the model on which the dimension was created.
Definition: routing.h:2498
int64_t GetDisjunctionPenalty(DisjunctionIndex index) const
Returns the penalty of the node disjunction of index 'index'.
Definition: routing.h:746
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...
std::vector< int64_t > start_min
Definition: routing.h:2089
int RegisterTransitMatrix(std::vector< std::vector< int64_t > > values)
void AddLocalSearchOperator(LocalSearchOperator *ls_operator)
Adds a local search operator to the set of operators used to solve the vehicle routing problem.
virtual bool CheckTypeRegulations(int type, VisitTypePolicy policy, int pos)=0
const std::vector< std::unique_ptr< ResourceGroup > > & GetResourceGroups() const
Definition: routing.h:688
static constexpr Value UNSET
Definition: routing_enums.pb.h:255
const TransitCallback1 & UnaryTransitCallbackOrNull(int callback_index) const
Definition: routing.h:484
std::vector< int64_t > end_min
Definition: routing.h:2093
static const char kLightElement2[]
Definition: routing.h:2073
void AddSearchMonitor(SearchMonitor *const monitor)
Adds a search monitor to the search used to solve the routing model.
Checker for type incompatibilities.
Definition: routing.h:2346
bool Propagate(Tasks *tasks)
Computes new bounds for all tasks, returns false if infeasible.
bool ChainSpanMin(Tasks *tasks)
Propagates a lower bound of the chain span, end[num_chain_tasks] - start[0], to span_min.
void AddWeightedVariableMinimizedByFinalizer(IntVar *var, int64_t cost)
Adds a variable to minimize in the solution finalizer, with a weighted priority: the higher the more ...
friend class RoutingModelInspector
Definition: routing.h:2062
static std::unique_ptr< LocalSearchOperator > MakeGreedyDescentLSOperator(std::vector< IntVar * > variables)
Perhaps move it to constraint_solver.h.
~RoutingDimension()
Time limit reached before finding a solution with RoutingModel::Solve().
Definition: routing.h:220
A constraint is the main modeling object.
Definition: constraint_solver.h:3587
Dimensions represent quantities accumulated at nodes along the routes.
Definition: routing.h:2494
const RoutingDimension & GetDimensionOrDie(const std::string &dimension_name) const
Returns a dimension from its name. Dies if the dimension does not exist.
int64_t End(int vehicle) const
Returns the variable index of the ending node of a vehicle route.
Definition: routing.h:1279
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.
std::vector< int64_t > pre_travels
Definition: routing.h:2160
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...
void FillTravelBoundsOfVehicle(int vehicle, const std::vector< int64_t > &path, const RoutingDimension &dimension, TravelBounds *travel_bounds)
void SetPickupAndDeliveryPolicyOfVehicle(PickupAndDeliveryPolicy policy, int vehicle)
bool ForbiddenIntervals(Tasks *tasks)
Tasks might have holes in their domain, this enforces such holes.
absl::StrongVector< DimensionIndex, int64_t > dimension_capacities
Definition: routing.h:339
bool HasDimension(const std::string &dimension_name) const
Returns true if a dimension exists for a given dimension name.
int64_t GetSpanUpperBoundForVehicle(int vehicle) const
Definition: routing.h:2805
friend class RoutingModel
Definition: routing.h:3004
bool MirrorTasks(Tasks *tasks)
Transforms the problem with a time symmetry centered in 0.
absl::StrongVector< DimensionIndex, int64_t > dimension_end_cumuls_min
Definition: routing.h:337
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:1333
const Solver::IndexEvaluator2 & first_solution_evaluator() const
Gets/sets the evaluator used during the search.
Definition: routing.h:1053
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:635
int64_t transit_evaluator_class
Definition: routing.h:294
IntVar * FixedTransitVar(int64_t index) const
Definition: routing.h:2515
Assignment * ReadAssignmentFromRoutes(const std::vector< std::vector< int64_t >> &routes, bool ignore_inactive_indices)
Restores the routes as the current solution.
const std::vector< IntVar * > & transits() const
Definition: routing.h:2525
const IndexPairs & GetPickupAndDeliveryPairs() const
Returns pickup and delivery pairs currently in the model.
Definition: routing.h:834
A DecisionBuilder is responsible for creating the search tree.
Definition: constraint_solver.h:3270
const RoutingModel::TransitCallback2 & class_transit_evaluator(RoutingVehicleClassIndex vehicle_class) const
Returns the callback evaluating the transit value between two node indices for a given vehicle class.
Definition: routing.h:2584
const ReverseArcListGraph< int, int > & GetPathPrecedenceGraph() const
Accessors.
Definition: routing.h:2762
A structure meant to store soft bounds and associated violation constants.
Definition: routing.h:2455
uint64_t unvisitable_nodes_fprint
Fingerprint of unvisitable non-start/end nodes.
Definition: routing.h:344
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:577
Problem solved successfully after calling RoutingModel::Solve().
Definition: routing.h:216
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.
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 "...
GlobalVehicleBreaksConstraint(const RoutingDimension *dimension)
Assignment * CompactAssignment(const Assignment &assignment) const
Returns a compacted version of the given assignment, in which all vehicles with id lower or equal to ...
int64_t GetPickupToDeliveryLimitForPair(int pair_index, int pickup, int delivery) const
const PiecewiseLinearFunction * GetCumulVarPiecewiseLinearCost(int64_t index) const
Returns the piecewise linear cost of a cumul variable for a given variable index.
const std::vector< int64_t > & vehicle_span_cost_coefficients() const
Definition: routing.h:2825
IntVar * ActiveVehicleVar(int vehicle) const
Returns the active variable of the vehicle.
Definition: routing.h:1309
PickupAndDeliveryPolicy GetPickupAndDeliveryPolicyOfVehicle(int vehicle) const
bool HasPickupToDeliveryLimits() const
Deliveries must be performed in the same order as pickups.
Definition: routing.h:232
const Assignment * SolveWithParameters(const RoutingSearchParameters &search_parameters, std::vector< const Assignment * > *solutions=nullptr)
Solves the current routing model with the given parameters.
LocalDimensionCumulOptimizer * GetMutableLocalCumulMPOptimizer(const RoutingDimension &dimension) const
Attributes for a dimension.
Definition: routing.h:393
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,...
No solution found to the problem after calling RoutingModel::Solve().
Definition: routing.h:218
Interval variables are often used in scheduling.
Definition: constraint_solver.h:4398
const std::vector< int > & GetDimensionResourceGroupIndices(const RoutingDimension *dimension) const
Returns the indices of resource groups for this dimension.
void AddToAssignment(IntVar *const var)
Adds an extra variable to the vehicle routing assignment.
const std::vector< std::unique_ptr< LocalDimensionCumulOptimizer > > & GetLocalDimensionCumulOptimizers() const
Definition: routing.h:643
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:1300
void AddNodePrecedence(NodePrecedence precedence)
Definition: routing.h:2792
int RegisterTransitCallback(TransitCallback2 callback)
virtual ~TypeRegulationsChecker()
Definition: routing.h:2289
std::vector< std::string > GetAllDimensionNames() const
Outputs the names of all dimensions added to the routing engine.
int GetNumOfSingletonNodes() const
Returns the number of non-start/end nodes which do not appear in a pickup/delivery pair.
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:455
int64_t GetCumulVarSoftLowerBound(int64_t index) const
Returns the soft lower bound of a cumul variable for a given variable index.
const std::vector< int64_t > & vehicle_span_upper_bounds() const
Definition: routing.h:2809
void CloseVisitTypes()
This function should be called once all node visit types have been set and prior to adding any incomp...
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:2506
friend class RoutingModelInspector
Definition: routing.h:3005
SweepArranger * sweep_arranger() const
Returns the sweep arranger to be used by routing heuristics.
int64_t ComputeLowerBound()
Computes a lower bound to the routing problem solving a linear assignment problem.
friend class RoutingDimension
Definition: routing.h:2061
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:2513
const absl::flat_hash_set< int > & GetTemporalTypeIncompatibilitiesOfType(int type) const
int nodes() const
Sizes and indices Returns the number of nodes in the model.
Definition: routing.h:1456
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,...
const absl::flat_hash_set< int > & GetHardTypeIncompatibilitiesOfType(int type) const
Returns visit types incompatible with a given type.
Assignment * ReadAssignment(const std::string &file_name)
Reads an assignment from a file and returns the current solution.
With the following policy, the visit enforces that type 'T' is considered on the route from its start...
Definition: routing.h:871
void ConsiderEmptyRouteCostsForVehicle(bool consider_costs, int vehicle)
Definition: routing.h:1040
const std::vector< Resource > & GetResources() const
Definition: routing.h:435
int RegisterUnaryTransitVector(std::vector< int64_t > values)
Registers 'callback' and returns its index.
const std::vector< int > & GetSameVehicleIndicesOfIndex(int node) const
Returns variable indices of nodes constrained to be on the same route.
Definition: routing.h:1393
absl::StrongVector< DimensionIndex, int64_t > dimension_end_cumuls_max
Definition: routing.h:338
std::vector< int64_t > duration_max
Definition: routing.h:2092
IntVar * VehicleCostsConsideredVar(int vehicle) const
Returns the variable specifying whether or not costs are considered for vehicle.
Definition: routing.h:1314
bool AddDimension(int evaluator_index, int64_t slack_max, int64_t capacity, bool fix_start_cumul_to_zero, const std::string &name)
Model creation.
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.
TypeRequirementChecker(const RoutingModel &model)
Definition: routing.h:2364
int RegisterUnaryTransitCallback(TransitCallback1 callback)
int position_of_last_type_on_vehicle_up_to_visit
Position of the last node of policy TYPE_ON_VEHICLE_UP_TO_VISIT visited on the route.
Definition: routing.h:2314
Deliveries must be performed in reverse order of pickups.
Definition: routing.h:230
bool AreEmptyRouteCostsConsideredForVehicle(int vehicle) const
Definition: routing.h:1045
int RegisterPositiveUnaryTransitCallback(TransitCallback1 callback)
RoutingDimensionIndex DimensionIndex
Definition: routing.h:235
std::vector< int64_t > start_max
Definition: routing.h:2090
std::vector< int64_t > min_travels
Definition: routing.h:2158
void AddIntervalToAssignment(IntervalVar *const interval)
void SetAllowedVehiclesForIndex(const std::vector< int > &vehicles, int64_t index)
Sets the vehicles which can visit a given node.
IntVar * ApplyLocks(const std::vector< int64_t > &locks)
Applies a lock chain to the next search.
IntVarLocalSearchFilter * MakeVehicleBreaksFilter(const RoutingModel &routing_model, const RoutingDimension &dimension)
bool DetectablePrecedencesWithChain(Tasks *tasks)
Does detectable precedences deductions on tasks in the chain precedence, taking the time windows of n...
int64_t GetSpanCostCoefficientForVehicle(int vehicle) const
Definition: routing.h:2813
Constraint * MakePathSpansAndTotalSlacks(const RoutingDimension *dimension, std::vector< IntVar * > spans, std::vector< IntVar * > total_slacks)
For every vehicle of the routing model:
A Resource sets attributes (costs/constraints) for a set of dimensions.
Definition: routing.h:411
Problem not solved yet (before calling RoutingModel::Solve()).
Definition: routing.h:214
void AppendTasksFromIntervals(const std::vector< IntervalVar * > &intervals, DisjunctivePropagator::Tasks *tasks)
int GetMaximumNumberOfActiveVehicles() const
Returns the maximum number of active vehicles.
Definition: routing.h:993
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...
bool IsStart(int64_t index) const
Returns true if 'index' represents the first node of a route.
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:1297
const std::string & GetPrimaryConstrainedDimension() const
Get the primary constrained dimension, or an empty string if it is unset.
Definition: routing.h:681
int64_t GetNumberOfDecisionsInFirstSolution(const RoutingSearchParameters &search_parameters) const
Returns statistics on first solution search, number of decisions sent to filters, number of decisions...
std::function< StateDependentTransit(int64_t, int64_t)> VariableIndexEvaluator2
Definition: routing.h:265
bool CostsAreHomogeneousAcrossVehicles() const
Whether costs are homogeneous across all vehicles.
Definition: routing.h:1328
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...
virtual bool FinalizeCheck() const
Definition: routing.h:2336
VisitTypePolicy
Set the node visit types and incompatibilities/requirements between the types (see below).
Definition: routing.h:861
const std::vector< SortedDisjointIntervalList > & forbidden_intervals() const
Returns forbidden intervals for each node.
Definition: routing.h:2529
SimpleBoundCosts operator=(const SimpleBoundCosts &)=delete
bool HasCumulVarSoftUpperBound(int64_t index) const
Returns true if a soft upper bound has been set for a given variable index.
const std::vector< IntervalVar * > & GetBreakIntervalsOfVehicle(int vehicle) const
Returns the break intervals set by SetBreakIntervalsOfVehicle().
void AddTemporalTypeIncompatibility(int type1, int type2)
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.
Assignment * MutablePreAssignment()
Definition: routing.h:1165
bool AreVehicleTransitsPositive(int vehicle) const
Returns true iff the transit evaluator of 'vehicle' is positive for all arcs.
Definition: routing.h:2601
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.
int64_t span_max
Definition: routing.h:2099
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...
int GetVehicleClassesCount() const
Returns the number of different vehicle classes in the model.
Definition: routing.h:1391
int GetVehicleOfClass(VehicleClassIndex vehicle_class) const
Returns a vehicle of the given vehicle class, and -1 if there are no vehicles for this class.
Definition: routing.h:1377
int64_t fixed_cost
Definition: routing.h:357
GlobalDimensionCumulOptimizer * GetMutableGlobalCumulOptimizer(const RoutingDimension &dimension) const
Returns the global/local dimension cumul optimizer for a given dimension, or nullptr if there is none...
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:2847
void SetFirstSolutionEvaluator(Solver::IndexEvaluator2 evaluator)
Takes ownership of evaluator.
Definition: routing.h:1058
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...
Assignment * RestoreAssignment(const Assignment &solution)
Restores an assignment as a solution in the routing model and returns the new solution.
void AddVariableTargetToFinalizer(IntVar *var, int64_t target)
Add a variable to set the closest possible to the target value in the solution finalizer.
RoutingDisjunctionIndex DisjunctionIndex
Definition: routing.h:236
PickupAndDeliveryPolicy
Types of precedence policy applied to pickup and delivery pairs.
Definition: routing.h:226
void AddAtSolutionCallback(std::function< void()> callback)
Adds a callback called each time a solution is found during the search.
const RoutingDimension * base_dimension() const
Returns the parent in the dependency tree if any or nullptr otherwise.
Definition: routing.h:2747
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:727
GlobalVehicleBreaksConstraint ensures breaks constraints are enforced on all vehicles in the dimensio...
Definition: routing.h:2188
An Assignment is a variable -> domains mapping, used to report solutions to the user.
Definition: constraint_solver.h:5042
int num_type_removed_from_vehicle
Number of ADDED_TYPE_REMOVED_FROM_VEHICLE (effectively removing a type from the route) and TYPE_SIMUL...
Definition: routing.h:2309
CostClassIndex GetCostClassIndexOfVehicle(int64_t vehicle) const
Get the cost class index of the given vehicle.
Definition: routing.h:1349
int GetNumberOfVisitTypes() const
Definition: routing.h:889
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:1481
VehicleClassIndex GetVehicleClassIndexOfVehicle(int64_t vehicle) const
Definition: routing.h:1371
int GetCostClassesCount() const
Returns the number of different cost classes in the model.
Definition: routing.h:1366
A BaseObject is the root of all reversibly allocated objects.
Definition: constraint_solver.h:3154
RangeIntToIntFunction * transit
Definition: routing.h:261
std::function< int64_t(int64_t, int64_t)> RoutingTransitCallback2
Definition: routing_types.h:43
The class IntVar is a subset of IntExpr.
Definition: constraint_solver.h:4001
const std::vector< int > & GetPairIndicesOfType(int type) const
bool CheckVehicle(int vehicle, const std::function< int64_t(int64_t)> &next_accessor)
When visited, the number of types 'T' on the vehicle increases by one.
Definition: routing.h:863
std::vector< std::deque< int > > vehicles_per_vehicle_class
Definition: routing.h:375
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:2577
A ResourceGroup defines a set of available Resources with attributes on one or multiple dimensions.
Definition: routing.h:390
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.
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,...
SimpleBoundCosts::BoundCost GetSoftSpanUpperBoundForVehicle(int vehicle) const
Definition: routing.h:2858
static const int64_t kNoPenalty
Constant used to express a hard constraint instead of a soft penalty.
Definition: routing.h:451
bool HasCumulVarSoftLowerBound(int64_t index) const
Returns true if a soft lower bound has been set for a given variable index.
const VehicleTypeContainer & GetVehicleTypeContainer() const
Definition: routing.h:1398
virtual void OnInitializeCheck()
Definition: routing.h:2332
This class acts like a CP propagator: it takes a set of tasks given by their start/duration/end featu...
Definition: routing.h:2080
bool DistanceDuration(Tasks *tasks)
Propagates distance_duration constraints, if any.
const Assignment *const PreAssignment() const
Returns an assignment used to fix some of the variables of the problem.
Definition: routing.h:1164
SUBTLE: The vehicle's fixed cost is skipped on purpose here, because we can afford to do so:
Definition: routing.h:293
const std::vector< std::unique_ptr< LocalDimensionCumulOptimizer > > & GetLocalDimensionCumulMPOptimizers() const
Definition: routing.h:647
std::function< int64_t(int64_t, int64_t)> IndexEvaluator2
Definition: constraint_solver.h:734
const RoutingModel & model_
Definition: routing.h:2338
void AddNodePrecedence(int64_t first_node, int64_t second_node, int64_t offset)
Definition: routing.h:2800
int64_t second_node
Definition: routing.h:2788
VisitTypePolicy GetVisitTypePolicy(int64_t index) const
FirstSolutionStrategy_Value
Definition: routing_enums.pb.h:71
const std::vector< IntVar * > & slacks() const
Definition: routing.h:2526
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...
virtual bool HasRegulationsToCheck() const =0
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)...
int64_t first_node
Definition: routing.h:2787
operations_research::FirstSolutionStrategy::Value GetAutomaticFirstSolutionStrategy() const
Returns the automatic first solution strategy selected.
Definition: routing.h:1470
std::vector< std::set< VehicleClassEntry > > sorted_vehicle_classes_per_type
Definition: routing.h:374
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:2537
const std::vector< std::pair< int, int > > & GetDeliveryIndexPairs(int64_t node_index) const
Same as above for deliveries.
BoundCost bound_cost(int element) const
Definition: routing.h:2464
int GetPostTravelEvaluatorOfVehicle(int vehicle) const
LocalDimensionCumulOptimizer * GetMutableLocalCumulOptimizer(const RoutingDimension &dimension) const
std::function< int64_t(int64_t)> RoutingTransitCallback1
Definition: routing_types.h:42
int GetNonZeroCostClassesCount() const
Ditto, minus the 'always zero', built-in cost class.
Definition: routing.h:1368
void SetSweepArranger(SweepArranger *sweep_arranger)
int vehicle_to_class(int vehicle) const
Definition: routing.h:2605
void SetFixedCostOfVehicle(int64_t cost, int vehicle)
Sets the fixed cost of one vehicle route.
void AddResource(Attributes attributes, const RoutingDimension *dimension)
Add a Resource with the given attributes for the corresponding dimension.
~RoutingModel()
const std::vector< absl::flat_hash_set< int > > & GetRequiredTypeAlternativesWhenRemovingType(int type) const
Returns the set of requirement alternatives when removing the given type.
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)
Model, model parameters or flags are not valid.
Definition: routing.h:222
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:989
const std::vector< std::pair< DisjunctionIndex, DisjunctionIndex > > & GetPickupAndDeliveryDisjunctions() const
Definition: routing.h:838
void SetGlobalSpanCostCoefficient(int64_t coefficient)
Sets a cost proportional to the global dimension span, that is the difference between the largest val...
void InitialPropagate() override
This method performs the initial propagation of the constraint.
ResourceGroup *const AddResourceGroup()
RoutingModel(const RoutingIndexManager &index_manager)
Constructor taking an index manager.
const std::vector< NodePrecedence > & GetNodePrecedences() const
Definition: routing.h:2795
std::vector< std::pair< int64_t, int64_t > > distance_duration
Definition: routing.h:2097
RoutingTransitCallback2 TransitCallback2
Definition: routing.h:239
The following constraint ensures that incompatibilities and requirements between types are respected.
Definition: routing.h:2426
void FillPathEvaluation(const std::vector< int64_t > &path, const RoutingModel::TransitCallback2 &evaluator, std::vector< int64_t > *values)
int NumTypes() const
Definition: routing.h:365
const std::vector< absl::flat_hash_set< int > > & GetRequiredTypeAlternativesWhenAddingType(int type) const
Returns the set of requirement alternatives when adding the given type.
RoutingDimension * GetMutableDimension(const std::string &dimension_name) const
Returns a dimension from its name.
int64_t fixed_cost
Contrarily to CostClass, here we need strict equivalence.
Definition: routing.h:324
void SetFixedCostOfAllVehicles(int64_t cost)
Sets the fixed cost of all vehicle routes.
void Post() override
This method is called when the constraint is processed by the solver.
operations_research::RoutingModel::CostClass::dimension_transit_evaluator_class_and_cost_coefficient
std::vector< DimensionCost > dimension_transit_evaluator_class_and_cost_coefficient
Definition: routing.h:305
int64_t GetDepot() const
Returns the variable index of the first starting or ending node of all routes.
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.
Definition: routing.h:209
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.
Struct used to sort and store vehicles by their type.
Definition: routing.h:354
int num_type_added_to_vehicle
Number of TYPE_ADDED_TO_VEHICLE and TYPE_SIMULTANEOUSLY_ADDED_AND_REMOVED node type policies seen on ...
Definition: routing.h:2303
bool HasTemporalTypeIncompatibilities() const
Definition: routing.h:913
The visit doesn't have an impact on the number of types 'T' on the route, as it's (virtually) added a...
Definition: routing.h:876
~TypeRequirementChecker() override
Definition: routing.h:2366
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...
bool HasQuadraticCostSoftSpanUpperBounds() const
Definition: routing.h:2875
IntVar * SlackVar(int64_t index) const
Definition: routing.h:2518
Collection of objects used to extend the Constraint Solver library.
Definition: constraint_solver.h:108
int evaluator_index
Index of the arc cost evaluator, registered in the RoutingModel class.
Definition: routing.h:271
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:1286
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...
bool Check() override
This method is called to check the status of the limit.
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...
static bool LessThan(const CostClass &a, const CostClass &b)
Comparator for STL containers and algorithms.
Definition: routing.h:311
void AddHardTypeIncompatibility(int type1, int type2)
Incompatibilities: Two nodes with "hard" incompatible types cannot share the same route at all,...
void SetCumulVarPiecewiseLinearCost(int64_t index, const PiecewiseLinearFunction &cost)
Sets a piecewise linear cost on the cumul variable of a given variable index.
int64_t GetGlobalOptimizerOffset() const
Definition: routing.h:2833
bool TypeOccursOnRoute(int type) const
Returns true iff any occurrence of the given type was seen on the route, i.e.
bool EdgeFinding(Tasks *tasks)
Does edge-finding deductions on all tasks.
const std::vector< RoutingDimension * > & GetDimensions() const
Returns all dimensions of the model.
Definition: routing.h:626
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 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:2865
int GetVisitType(int64_t index) 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.
std::vector< const SortedDisjointIntervalList * > forbidden_intervals
Definition: routing.h:2096
int64_t GetFixedCostOfVehicle(int vehicle) const
Returns the route fixed cost taken into account if the route of the vehicle is not empty,...
RoutingModel::VisitTypePolicy VisitTypePolicy
Definition: routing.h:2296
int RegisterPositiveTransitCallback(TransitCallback2 callback)
const std::vector< int64_t > & GetAmortizedQuadraticCostFactorOfVehicles() const
Definition: routing.h:1035
bool HasTemporalTypeRequirements() const
Definition: routing.h:958
std::vector< int64_t > duration_min
Definition: routing.h:2091
const Assignment * Solve(const Assignment *assignment=nullptr)
Solves the current routing model; closes the current model.
const std::vector< std::pair< int64_t, int64_t > > & GetBreakDistanceDurationOfVehicle(int vehicle) const
Returns the pairs (distance, duration) specified by break distance constraints.
const TransitCallback2 & TransitCallback(int callback_index) const
Definition: routing.h:480
What follows is relevant for models with time/state dependent transits.
Definition: routing.h:260
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...
bool IsEnd(int64_t index) const
Returns true if 'index' represents the last node of a route.
Definition: routing.h:1283
A structure to hold tasks described by their features.
Definition: routing.h:2087
bool HasSoftSpanUpperBounds() const
Definition: routing.h:2855
bool IsMatchingModel() const
Returns true if a vehicle/node matching problem is detected.
bool WriteAssignment(const std::string &file_name) const
Writes the current solution to a file containing an AssignmentProto.
bool ChainSpanMinDynamic(Tasks *tasks)
Computes a lower bound of the span of the chain, taking into account only the first nonchain task.
RoutingVehicleClassIndex VehicleClassIndex
Definition: routing.h:237
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:1266
~TypeIncompatibilityChecker() override
Definition: routing.h:2350
bool IsVehicleUsed(const Assignment &assignment, int vehicle) const
Returns true if the route of 'vehicle' is non empty in 'assignment'.
TypeIncompatibilityChecker(const RoutingModel &model, bool check_hard_incompatibilities)
const Domain & start_domain() const
Definition: routing.h:398
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; ...
void InitialPropagate() override
This method performs the initial propagation of the constraint.
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 Domain & end_domain() const
Definition: routing.h:399
void AddVariableMinimizedByFinalizer(IntVar *var)
Adds a variable to minimize in the solution finalizer.
int64_t offset
Definition: routing.h:2789
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)
std::vector< int64_t > max_travels
Definition: routing.h:2159
Local Search Filters are used for fast neighbor pruning.
Definition: constraint_solveri.h:1729
bool Precedences(Tasks *tasks)
Propagates the deductions from the chain of precedences, if there is one.
void SetBreakIntervalsOfVehicle(std::vector< IntervalVar * > breaks, int vehicle, int pre_travel_evaluator, int post_travel_evaluator)
Sets the breaks for a given vehicle.
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< int64_t > & vehicle_capacities() const
Returns the capacities for all vehicles.
Definition: routing.h:2572
std::vector< RoutingDimension * > GetDimensionsWithSoftOrSpanCosts() const
Returns dimensions with soft or vehicle span costs.
int end_equivalence_class
Definition: routing.h:332
int64_t span_min
Definition: routing.h:2098
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 AddPickupAndDeliverySets(DisjunctionIndex pickup_disjunction, DisjunctionIndex delivery_disjunction)
Same as AddPickupAndDelivery but notifying that the performed node from the disjunction of index 'pic...
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:2556
std::pair< std::vector< int64_t >, std::vector< int64_t > > RoutingIndexPair
Definition: routing_types.h:45
bool HasTypeRegulations() const
Returns true iff the model has any incompatibilities or requirements set on node types.
Definition: routing.h:964
const std::vector< int64_t > & GetAmortizedLinearCostFactorOfVehicles() const
Definition: routing.h:1032
void InitializeCheck(int vehicle, const std::function< int64_t(int64_t)> &next_accessor)
absl::StrongVector< DimensionIndex, int64_t > dimension_start_cumuls_max
Definition: routing.h:336
SimpleBoundCosts::BoundCost GetQuadraticCostSoftSpanUpperBoundForVehicle(int vehicle) const
Definition: routing.h:2878
IntVar * ActiveVar(int64_t index) const
Returns the active variable of the node corresponding to index.
Definition: routing.h:1306
void SetArcCostEvaluatorOfVehicle(int evaluator_index, int vehicle)
Sets the cost function for a given vehicle route.
Any precedence is accepted.
Definition: routing.h:228
IntVar * TransitVar(int64_t index) const
Definition: routing.h:2514
const Attributes & GetDimensionAttributes(const RoutingDimension *dimension) const
std::string DebugString() const override
Definition: routing.h:2191
int64_t UnperformedPenalty(int64_t var_index) const
Get the "unperformed" penalty of a node.
int num_chain_tasks
Definition: routing.h:2088
const std::vector< std::unique_ptr< GlobalDimensionCumulOptimizer > > & GetGlobalDimensionCumulMPOptimizers() const
Definition: routing.h:639
int64_t GetDisjunctionMaxCardinality(DisjunctionIndex index) const
Returns the maximum number of possible active nodes of the node disjunction of index 'index'.
Definition: routing.h:751