AdvancedAsioIntegrationManager< State > Class Template Reference

高级异步积分管理器 - 支持自适应参数优化 More...

Public Member Functions
	AdvancedAsioIntegrationManager (std::unique_ptr< diffeq::core::AbstractIntegrator< State > > integrator, size_t thread_count=std::thread::hardware_concurrency())
	构造函数
void	set_optimization_parameters (double tolerance, size_t max_iterations)
	设置优化参数
template<typename ObjectiveFunction , typename ParameterUpdateFunction >
void	optimize_parameters_async (const State &initial_state, const std::vector< double > &initial_params, ObjectiveFunction &&objective, ParameterUpdateFunction &&param_update, std::function< void(const std::vector< double > &, double)> callback=nullptr)
	启动自适应参数优化
void	run (std::chrono::milliseconds timeout=std::chrono::milliseconds::max())
	运行事件循环
const std::vector< std::pair< std::vector< double >, double > > &	get_optimization_history () const
	获取优化历史
std::vector< double >	get_current_parameters () const
	获取当前参数

Detailed Description

template<typename State>
class AdvancedAsioIntegrationManager< State >

高级异步积分管理器 - 支持自适应参数优化

这个示例展示了如何构建一个完整的参数优化系统， 其中每个 ODE 计算完成后都会触发参数调整和新的计算。

Definition at line 27 of file advanced_asio_integration.cpp.

Constructor & Destructor Documentation

AdvancedAsioIntegrationManager()

template<typename State >

AdvancedAsioIntegrationManager< State >::AdvancedAsioIntegrationManager ( std::unique_ptr< diffeq::core::AbstractIntegrator< State > >  integrator, size_t  thread_count = std::thread::hardware_concurrency()  )

inline

构造函数

Definition at line 52 of file advanced_asio_integration.cpp.

Member Function Documentation

get_current_parameters()

template<typename State >

std::vector< double > AdvancedAsioIntegrationManager< State >::get_current_parameters ( ) const

inline

获取当前参数

Definition at line 115 of file advanced_asio_integration.cpp.

get_optimization_history()

template<typename State >

const std::vector< std::pair< std::vector< double >, double > > & AdvancedAsioIntegrationManager< State >::get_optimization_history ( ) const

inline

获取优化历史

Definition at line 108 of file advanced_asio_integration.cpp.

optimize_parameters_async()

template<typename State >

template<typename ObjectiveFunction , typename ParameterUpdateFunction >

void AdvancedAsioIntegrationManager< State >::optimize_parameters_async ( const State &  initial_state, const std::vector< double > &  initial_params, ObjectiveFunction &&  objective, ParameterUpdateFunction &&  param_update, std::function< void(const std::vector< double > &, double)>  callback = nullptr  )

inline

启动自适应参数优化

Definition at line 74 of file advanced_asio_integration.cpp.

run()

template<typename State >

void AdvancedAsioIntegrationManager< State >::run ( std::chrono::milliseconds  timeout = std::chrono::milliseconds::max() )

inline

运行事件循环

Definition at line 94 of file advanced_asio_integration.cpp.

set_optimization_parameters()

template<typename State >

void AdvancedAsioIntegrationManager< State >::set_optimization_parameters ( double  tolerance, size_t  max_iterations  )

inline

设置优化参数

Definition at line 65 of file advanced_asio_integration.cpp.

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The documentation for this class was generated from the following file:

• examples/advanced_asio_integration.cpp