LSParam Class¶
-
class
localsolver.
LSParam
¶ Solving parameters. This class contains some methods allowing you to parameterize the resolution of the model. For the sake of simplicity, only a few parameters are actually offered to tune the search.
Summary¶
GetLocalSolver |
Returns the LocalSolver object associated to these parameters. |
SetSeed |
Sets the seed of the pseudo-random number generator used by the solver. |
GetSeed |
Gets the seed of the pseudo-random number generator used by the solver. |
SetNbThreads |
Sets the number of threads used to parallelize the search. |
GetNbThreads |
Gets the number of threads. |
SetAnnealingLevel |
Sets the simulated annealing level. |
GetAnnealingLevel |
Gets the simulated annealing level. |
SetVerbosity |
Sets the verbosity level of the solver. |
GetVerbosity |
Gets the verbosity level of the solver. |
SetObjectiveBound |
Sets the bound of the objective with the given index. |
SetIntObjectiveBound |
Sets the bound of the objective with the given index. |
SetDoubleObjectiveBound |
Sets the bound of the objective with the given index. |
GetObjectiveBound |
Gets the bound of the objective with the given index. |
GetIntObjectiveBound |
Gets the bound of the objective with the given index. |
GetDoubleObjectiveBound |
Gets the bound of the objective with the given index. |
SetTimeBetweenDisplays |
Sets the time in seconds between two consecutive displays in console while the solver is running. |
GetTimeBetweenDisplays |
Gets the time in seconds between two consecutive displays in console while the solver is running. |
SetTimeBetweenTicks |
Sets the time in seconds between two events of type LSCallbackType.TimeTicked. |
GetTimeBetweenTicks |
Gets the time in seconds between two events of type LSCallbackType.TimeTicked. |
SetIterationBetweenTicks |
Sets the number of iterations between two events of type LSCallbackType.IterationTicked. |
GetIterationBetweenTicks |
Gets the number of iterations between two events of type LSCallbackType.IterationTicked. |
SetLogFile |
Sets the path of the LocalSolver log file. |
GetLogFile |
Returns the path of the LocalSolver log file. |
SetAdvancedParam |
Sets the value of an advanced parameter. |
GetAdvancedParam |
Returns the value of an advanced parameter. |
ToString |
Returns a string representation of these parameters. |
Instance methods¶
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LocalSolver
GetLocalSolver
()¶ Returns the LocalSolver object associated to these parameters.
Returns: LocalSolver object Return type: LocalSolver
-
void
SetSeed
(int seed)¶ Sets the seed of the pseudo-random number generator used by the solver. The seed must be a positive integer. The default seed is set to 0. Only allowed in state
Stopped
.The search for solutions is highly randomized. Fixing the seed and the number of iterations of the solver allows you to reproduce exactly its results over several runs.
Arguments: seed (int) – Seed of the pseudo-random number generator.
-
int
GetSeed
()¶ Gets the seed of the pseudo-random number generator used by the solver. Only allowed in states
Paused
orStopped
.Returns: Seed of the pseudo-random number generator. See: LSParam.SetSeed
-
void
SetNbThreads
(int nbThreads)¶ Sets the number of threads used to parallelize the search. The number of threads must be a strictly positive integer. The default number of threads is set to 2. Only allowed in state
Stopped
.By increasing the number of threads, you increase the robustness of the solver (that is, the chance to find better solutions). However, we recommend you to avoid running a number of threads which exceeds the number of cores available on your machine. Since the performance of the solver is sensible to the number of cache misses, the recommended ratio for maximizing its efficiency is to launch at most
k/2
searches withk
the number of cores of your hardware.Arguments: nbThreads (int) – Number of threads.
-
int
GetNbThreads
()¶ Gets the number of threads. Only allowed in states
Paused
orStopped
.Returns: Number of threads. See: LSParam.SetNbThreads
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void
SetAnnealingLevel
(int annealingLevel)¶ Sets the simulated annealing level. The level must be an integer between 0 and 9. The default simulated annealing level is set to 1. Only allowed in state
Stopped
. If set to 0, the search heuristic is equivalent to a standard descent: moves deteriorating the current solution are rejected.By increasing this parameter, you increase the number of uphill moves (that is, moves deteriorating the objective value of the current solution): this increases chances to reach better solutions (diversification), but slows the convergence of the search.
Arguments: annealongLevel (int) – Simulated annealing level.
-
int
GetAnnealingLevel
()¶ Gets the simulated annealing level. Only allowed in states
Paused
orStopped
.Returns: Simulated annealing level. See: LSParam.SetAnnealingLevel
-
void
SetVerbosity
(int verbosity)¶ Sets the verbosity level of the solver. The default verbosity is set to 1. There are 3 defined verbosity levels :
- 0 : All the traces are disabled.
- 1 : Normal verbosity. This is the default level.
- 2 : Detailed verbosity. Displays statistics during the search.
Arguments: verbosity (int) – Verbosity level: 0, 1, 2.
-
int
GetVerbosity
()¶ Gets the verbosity level of the solver.
Returns: verbosity Verbosity level: 0, 1 or 2. See: LSParam.SetVerbosity
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void
SetObjectiveBound
(int objectiveIndex, long bound)¶ Sets the bound of the objective with the given index. If the objective is minimized (resp. maximized), then the optimization of this objective is stopped as soon as this lower (resp. upper) bound is reached. It can be useful for goal programming. Only allowed in states
Stopped
.This method has the same behavior as
LSParam.SetIntObjectiveBound
.Arguments: - objectiveIndex (int) – Index of the objective.
- bound (long) – Objective bound.
See: See:
-
void
SetObjectiveBound
(int objectiveIndex, double bound) Sets the bound of the objective with the given index. If the objective is minimized (resp. maximized), then the optimization of this objective is stopped as soon as this lower (resp. upper) bound is reached. It can be useful for goal programming. Only allowed in states
Stopped
.This method has the same behavior as
LSParam.SetDoubleObjectiveBound
.Since: 3.1
Arguments: - objectiveIndex (int) – Index of the objective.
- bound (double) – Objective bound.
See: See:
-
void
SetIntObjectiveBound
(int objectiveIndex, long bound)¶ Sets the bound of the objective with the given index. If the objective is minimized (resp. maximized), then the optimization of this objective is stopped as soon as this lower (resp. upper) bound is reached. It can be useful for goal programming. Only allowed in states
Stopped
.Since: 3.0
Arguments: - objectiveIndex (int) – Index of the objective.
- bound (long) – Objective bound.
See: See:
-
void
SetDoubleObjectiveBound
(int objectiveIndex, double bound)¶ Sets the bound of the objective with the given index. If the objective is minimized (resp. maximized), then the optimization of this objective is stopped as soon as this lower (resp. upper) bound is reached. It can be useful for goal programming. Only allowed in states
Stopped
.Since: 3.0
Arguments: - objectiveIndex (int) – Index of the objective.
- bound (double) – Objective bound.
See: See:
-
long
GetObjectiveBound
(int objectiveIndex)¶ Gets the bound of the objective with the given index. Only allowed in states
Paused
orStopped
.Arguments: objectiveIndex (int) – Index of the objective. Returns: Objective bound. Return type: long See: LSParam.SetObjectiveBound(int, long)
-
long
GetIntObjectiveBound
(int objectiveIndex)¶ Gets the bound of the objective with the given index. Only allowed in states
Paused
orStopped
.Since: 3.0 Arguments: objectiveIndex (int) – Index of the objective. Returns: Objective bound. Return type: long See: LSParam.SetIntObjectiveBound
-
double
GetDoubleObjectiveBound
(int objectiveIndex)¶ Gets the bound of the objective with the given index. Only allowed in states
Paused
orStopped
.Since: 3.0 Arguments: objectiveIndex (int) – Index of the objective. Returns: Objective bound. Return type: double See: LSParam.SetDoubleObjectiveBound
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void
SetTimeBetweenDisplays
(int timeBetweenDisplays)¶ Sets the time in seconds between two consecutive displays in console while the solver is running. The default time between displays is set to 1 second. Only allowed in state
Stopped
.Arguments: timeBetweenDisplays (int) – Time in seconds between displays.
-
int
GetTimeBetweenDisplays
()¶ Gets the time in seconds between two consecutive displays in console while the solver is running. Only allowed in states
Paused
orStopped
.Returns: Time in seconds between displays. Return type: int See: LSParam.SetTimeBetweenDisplays
-
void
SetTimeBetweenTicks
(int timeBetweenTicks)¶ Sets the time in seconds between two events of type
LSCallbackType.TimeTicked
. The default time between ticks is set to 1 second. Only allowed in stateStopped
.Since: 6.0 Arguments: timeBetweenTicks (int) – Time in seconds between ticks.
-
int
GetTimeBetweenTicks
()¶ Gets the time in seconds between two events of type
LSCallbackType.TimeTicked
. Only allowed in statesPaused
orStopped
.Since: 6.0 Returns: Time in seconds between ticks. See: LSParam.SetTimeBetweenTicks
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void
SetIterationBetweenTicks
(long iterationBetweenTicks)¶ Sets the number of iterations between two events of type
LSCallbackType.IterationTicked
. The default number of iterations between ticks is set to 10,000. Only allowed in stateStopped
.Since: 6.0 Arguments: iterationBetweenTicks (long) – Number of iterations between ticks.
-
long
GetIterationBetweenTicks
()¶ Gets the number of iterations between two events of type
LSCallbackType.IterationTicked
. Only allowed in statesPaused
orStopped
.Since: 6.0 Returns: Number of iterations between ticks. See: LSParam.SetIterationBetweenTicks
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void
SetLogFile
(string path)¶ Sets the path of the LocalSolver log file. If the path is empty, no log will be saved. To tune the logging verbosity, see
LSParam.SetVerbosity
. Only allowed in statesStopped
orModeling
.Arguments: path (string) – Path of the log file. Leave empty to disable the logging mechanism. See: LSParam.SetVerbosity See: LSParam.GetLogFile
-
string
GetLogFile
()¶ Returns the path of the LocalSolver log file. If no log file was specified, an empty string is returned.
Returns: The path of the log file or an empty string. See: LSParam.SetLogFile
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void
SetAdvancedParam
(string key, int value)¶ Sets the value of an advanced parameter. Advanced parameters are reserved for fine tuning or debugging and should not be used by end-users. Only allowed in states
Stopped
.Arguments: - key – Name of the parameter.
- value – Value of the parameter.
-
int
GetAdvancedParam
(string key)¶ Returns the value of an advanced parameter. Advanced parameters are reserved for fine tuning or debugging and should not be used by end-users. Throws an exception if the parameter does not exist. Only allowed in states
Paused
orStopped
.Arguments: key – Name of the parameter. Returns: Value of the parameter. See: LSParam.SetAdvancedParam(string, int)
-
int
GetAdvancedParam
(string key, int defaultValue) Returns the value of an advanced parameter. Advanced parameters are reserved for fine tuning or debugging and should not be used by end-users. A default value is returned if the parameter does not exist or if no value was set for this one.
Arguments: - key (string) – Name of the parameter.
- defaultValue (int) – Default value of the parameter.
See:
-
void
SetAdvancedParam
(string key, string value) Sets the value of an advanced parameter. Advanced parameters are reserved for fine tuning or debugging and should not be used by end-users. Only allowed in states
Stopped
.Arguments: - key (string) – Name of the parameter.
- value (string) – Value of the parameter.
-
string
GetAdvancedParam
(string key, string defaultValue) Returns the value of an advanced parameter. Advanced parameters are reserved for fine tuning or debugging and should not be used by end-users. A default value is returned if the parameter does not exist or if no value was set for this one.
Arguments: - key (string) – Name of the parameter.
- defaultValue (string) – Default value of the parameter.
See:
-
string
ToString
()¶ Returns a string representation of these parameters. Useful for debugging or logging purposes.
Returns: String representation.