StrategyParamHelper

CanOptimize

public static bool CanOptimize(Type type)

result = StrategyParamHelper.CanOptimize(type)

Check can optimize parameter.

type

The type of the parameter value.

Returns: , if can optimize the parameter, otherwise, .

CreateParam

public static IStrategyParam CreateParam(Type type, string id)

result = StrategyParamHelper.CreateParam(type, id)

Create parameter.

type

Type

id

Id

Returns: IStrategyParam

GetIterationsCount

public static int GetIterationsCount(IStrategyParam param)

result = StrategyParamHelper.GetIterationsCount(param)

Get the number of optimization iterations for the parameter.

param

IStrategyParam

Returns: Number of iterations.

GetIterationsCount

public static int GetIterationsCount(Type type, object from, object to, object step, IEnumerable values)

result = StrategyParamHelper.GetIterationsCount(type, from, to, step, values)

Get the number of optimization iterations for a parameter shape.

type

The type of the parameter value.

from

Initial value, or .

to

Final value, or .

step

Increment value, or .

values

Explicit values, or . Win over the range when not empty.

Returns: Number of iterations, zero when the shape defines no values of its own.

GetName

public static string GetName(IStrategyParam param)

result = StrategyParamHelper.GetName(param)

Get the parameter name.

param

IStrategyParam

Returns: Display name.

GetOptimizationValues

public static IEnumerable<object> GetOptimizationValues(Type type, object from, object to, object step, IEnumerable values)

result = StrategyParamHelper.GetOptimizationValues(type, from, to, step, values)

Get all optimization values for a parameter shape.

type

The type of the parameter value.

from

Initial value, or .

to

Final value, or .

step

Increment value, or .

values

Explicit values, or . Win over the range when not empty.

Returns: Enumerable of all optimization values, empty when the shape defines none of its own.

GetOptimizationValues

public static IEnumerable<object> GetOptimizationValues(IStrategyParam param)

result = StrategyParamHelper.GetOptimizationValues(param)

Get all optimization values for the parameter.

param

IStrategyParam

Returns: Enumerable of all optimization values.

GetRandom

public static object GetRandom(IStrategyParam param, IRandomProvider provider)

result = StrategyParamHelper.GetRandom(param, provider)

Generate a random value within the optimization range for the parameter.

param

IStrategyParam

provider

Where the value is drawn from. A search worth keeping the result of is worth running again, so the caller states the source rather than a default deciding for it - RandomProvider is the one a strategy runs on.

Returns: Random value within the optimization range.

GetRandomValues

public static HashSet<object> GetRandomValues(IStrategyParam param, int count, IRandomProvider provider)

result = StrategyParamHelper.GetRandomValues(param, count, provider)

Generate a set of unique random values for the parameter.

param

IStrategyParam

count

Number of random values to generate.

provider

Where the values are drawn from.

Returns: Set of unique random values.

GetRandomValues``1

public static HashSet<T> GetRandomValues<T>(StrategyParam<T> param, int count, IRandomProvider provider)

result = StrategyParamHelper.GetRandomValues(param, count, provider)

Generate a set of unique random values for the parameter.

param

StrategyParam

count

Number of random values to generate.

provider

Where the values are drawn from.

Returns: Set of unique random values.

GetRandom``1

public static T GetRandom<T>(StrategyParam<T> param, IRandomProvider provider)

result = StrategyParamHelper.GetRandom(param, provider)

Generate a random value within the optimization range for the parameter.

param

StrategyParam

provider

Where the value is drawn from.

Returns: Random value within the optimization range.

ToBruteForce

public static IEnumerable<ValueTuple<Strategy, IStrategyParam[]>> ToBruteForce(Strategy strategy, IEnumerable<ValueTuple<IStrategyParam, IEnumerable>> parameters, IStrategyParam[] optimizedParams, int totalCount)

result = StrategyParamHelper.ToBruteForce(strategy, parameters, optimizedParams, totalCount)

Generate all strategy clones with parameter permutations for brute force optimization. Supports explicit value lists for parameters like Security, DataType.

strategy

The base strategy to clone.

parameters

The parameters with optional explicit values to use instead of range.

optimizedParams

Output: all parameters involved in optimization.

totalCount

Output: total number of iterations.

Returns: Lazy enumerable of strategy clones with their parameter arrays.

ToBruteForce

public static IEnumerable<ValueTuple<Strategy, IStrategyParam[]>> ToBruteForce(Strategy strategy, IStrategyParam[] parameters, IStrategyParam[] optimizedParams, int totalCount)

result = StrategyParamHelper.ToBruteForce(strategy, parameters, optimizedParams, totalCount)

Generate all strategy clones with parameter permutations for brute force optimization.

strategy

The base strategy to clone.

parameters

The parameters to optimize.

optimizedParams

Output: all parameters involved in optimization.

totalCount

Output: total number of iterations.

Returns: Lazy enumerable of strategy clones with their parameter arrays.

ToBruteForceAsync

public static IAsyncEnumerable<ValueTuple<Strategy, IStrategyParam[]>> ToBruteForceAsync(Strategy strategy, IStrategyParam[] parameters, IStrategyParam[] optimizedParams, int totalCount)

result = StrategyParamHelper.ToBruteForceAsync(strategy, parameters, optimizedParams, totalCount)

Generate all strategy clones with parameter permutations for brute force optimization.

strategy

The base strategy to clone.

parameters

The parameters to optimize.

optimizedParams

Output: all parameters involved in optimization.

totalCount

Output: total number of iterations.

Returns: Lazy enumerable of strategy clones with their parameter arrays.

ToBruteForceAsync

public static IAsyncEnumerable<ValueTuple<Strategy, IStrategyParam[]>> ToBruteForceAsync(Strategy strategy, IEnumerable<ValueTuple<IStrategyParam, IEnumerable>> parameters, IStrategyParam[] optimizedParams, int totalCount)

result = StrategyParamHelper.ToBruteForceAsync(strategy, parameters, optimizedParams, totalCount)

Generate all strategy clones with parameter permutations for brute force optimization. Supports explicit value lists for parameters like Security, DataType.

strategy

The base strategy to clone.

parameters

The parameters with optional explicit values to use instead of range.

optimizedParams

Output: all parameters involved in optimization.

totalCount

Output: total number of iterations.

Returns: Lazy enumerable of strategy clones with their parameter arrays.

ToBruteForceRandom

public static IEnumerable<ValueTuple<Strategy, IStrategyParam[]>> ToBruteForceRandom(Strategy strategy, IStrategyParam[] parameters, int randomCount, IStrategyParam[] optimizedParams, int totalCount)

result = StrategyParamHelper.ToBruteForceRandom(strategy, parameters, randomCount, optimizedParams, totalCount)

Generate all strategy clones with random parameter values for brute force optimization.

strategy

The base strategy to clone.

parameters

The parameters to optimize.

randomCount

Number of random samples per parameter.

optimizedParams

Output: all parameters involved in optimization.

totalCount

Output: total number of iterations.

Returns: Lazy enumerable of strategy clones with their parameter arrays.

ToBruteForceRandomAsync

public static IAsyncEnumerable<ValueTuple<Strategy, IStrategyParam[]>> ToBruteForceRandomAsync(Strategy strategy, IStrategyParam[] parameters, int randomCount, IStrategyParam[] optimizedParams, int totalCount)

result = StrategyParamHelper.ToBruteForceRandomAsync(strategy, parameters, randomCount, optimizedParams, totalCount)

Generate all strategy clones with random parameter values for brute force optimization.

strategy

The base strategy to clone.

parameters

The parameters to optimize.

randomCount

Number of random samples per parameter.

optimizedParams

Output: all parameters involved in optimization.

totalCount

Output: total number of iterations.

Returns: Lazy enumerable of strategy clones with their parameter arrays.

ToGeneticParameters

public static ValueTuple<IStrategyParam, object, object, object, IEnumerable>[] ToGeneticParameters(Strategy strategy, IStrategyParam[] parameters)

result = StrategyParamHelper.ToGeneticParameters(strategy, parameters)

Convert strategy parameters to genetic optimizer format.

strategy

The strategy with parameters.

parameters

The parameters to optimize.

Returns: Array of tuples suitable for CancellationToken).

ToGeneticParameters

public static ValueTuple<IStrategyParam, object, object, object, IEnumerable>[] ToGeneticParameters(Strategy strategy, IEnumerable<ValueTuple<IStrategyParam, IEnumerable>> parameters)

result = StrategyParamHelper.ToGeneticParameters(strategy, parameters)

Convert strategy parameters to genetic optimizer format with explicit values support.

strategy

The strategy with parameters.

parameters

The parameters with optional explicit values to use instead of range.

Returns: Array of tuples suitable for CancellationToken).