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RockyML
0.0.1
A High-Performance Scientific Computing Framework
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Base class for Tribes PSO. More...
#include <pso.h>
Public Types | |
enum | update_mode { use_particles, use_groups } |
typedef Eigen::Map< Eigen::Matrix< T_e, 1, T_dim, Eigen::RowMajor > > | eigen_particle |
Public Member Functions | |
basic_pso (system< T_e > *problem, basic_scontainer< T_e, T_dim > *main_container, basic_scontainer< T_e, T_dim > *particles_v, basic_scontainer< T_e, T_dim > *particles_best, basic_scontainer< T_e, T_dim > *groups_best, basic_scontainer< T_e, T_dim > *node_best, basic_scontainer< T_e, T_dim > *cluster_best) | |
T_e | rand_uniform () |
virtual void | initialize_velocity () |
virtual void | reset () |
virtual void | update_particles_best (int rng_start, int rng_end) |
virtual void | update_particles_best (int rng_start=0) |
virtual void | update_groups_best (int rng_start, int rng_end) |
virtual void | update_groups_best () |
template<update_mode T_um = use_groups> | |
void | update_node_best () |
void | update_cluster_best () |
virtual void | update_particles_v ()=0 |
update particles velocity in parallel More... | |
virtual void | update_particles_x () |
update particles position in parallel More... | |
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virtual void | apply ()=0 |
Protected Attributes | |
system< T_e > * | problem_ |
basic_scontainer< T_e, T_dim > * | main_container_ |
basic_scontainer< T_e, T_dim > * | particles_v_ |
basic_scontainer< T_e, T_dim > * | particles_best_ |
basic_scontainer< T_e, T_dim > * | groups_best_ |
basic_scontainer< T_e, T_dim > * | node_best_ |
basic_scontainer< T_e, T_dim > * | cluster_best_ |
T_e | hyper_w_ |
Base class for Tribes PSO.
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pure virtual |
update particles velocity in parallel
Implemented in rocky::zagros::pso_l3_strategy< T_e, T_dim >, rocky::zagros::pso_l2_strategy< T_e, T_dim >, and rocky::zagros::pso_l1_strategy< T_e, T_dim >.
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inlinevirtual |
update particles position in parallel