Scippy

SCIP

Solving Constraint Integer Programs

bandit_ucb.h File Reference

Detailed Description

internal methods for UCB bandit algorithm

Author
Gregor Hendel

Definition in file bandit_ucb.h.

#include "scip/scip.h"
#include "scip/bandit.h"

Go to the source code of this file.

Functions

SCIP_RETCODE SCIPincludeBanditvtableUcb (SCIP *scip)
 
 SCIP_DECL_BANDITFREE (SCIPbanditFreeUcb)
 
 SCIP_DECL_BANDITSELECT (SCIPbanditSelectUcb)
 
 SCIP_DECL_BANDITUPDATE (SCIPbanditUpdateUcb)
 
 SCIP_DECL_BANDITRESET (SCIPbanditResetUcb)
 
SCIP_RETCODE SCIPbanditCreateUcb (BMS_BLKMEM *blkmem, BMS_BUFMEM *bufmem, SCIP_BANDITVTABLE *vtable, SCIP_BANDIT **ucb, SCIP_Real *priorities, SCIP_Real alpha, int nactions, unsigned int initseed)
 

Function Documentation

◆ SCIPincludeBanditvtableUcb()

SCIP_RETCODE SCIPincludeBanditvtableUcb ( SCIP scip)

include virtual function table for UCB bandit algorithms

Parameters
scipSCIP data structure

Definition at line 350 of file bandit_ucb.c.

References BANDIT_NAME, SCIP_CALL, SCIP_OKAY, and SCIPincludeBanditvtable().

Referenced by SCIPincludeCorePlugins().

◆ SCIP_DECL_BANDITFREE()

SCIP_DECL_BANDITFREE ( SCIPbanditFreeUcb  )

callback to free bandit specific data structures

Definition at line 109 of file bandit_ucb.c.

References BMSfreeBlockMemory, BMSfreeBlockMemoryArray, SCIP_OKAY, SCIPbanditGetData(), SCIPbanditGetNActions(), and SCIPbanditSetData().

◆ SCIP_DECL_BANDITSELECT()

SCIP_DECL_BANDITSELECT ( SCIPbanditSelectUcb  )

selection callback for bandit selector

Definition at line 131 of file bandit_ucb.c.

References EPSEQ, EPSGT, NUMEPS, SCIP_OKAY, SCIP_Real, SCIPbanditGetData(), SCIPbanditGetNActions(), SCIPbanditGetRandnumgen(), SCIPrandomGetReal(), and sqrt().

◆ SCIP_DECL_BANDITUPDATE()

SCIP_DECL_BANDITUPDATE ( SCIPbanditUpdateUcb  )

update callback for bandit algorithm

Definition at line 204 of file bandit_ucb.c.

References SCIP_OKAY, SCIP_Real, SCIPbanditGetData(), and SCIPbanditGetNActions().

◆ SCIP_DECL_BANDITRESET()

SCIP_DECL_BANDITRESET ( SCIPbanditResetUcb  )

reset callback for bandit algorithm

Definition at line 227 of file bandit_ucb.c.

References dataReset(), SCIP_CALL, SCIP_OKAY, SCIPbanditGetData(), and SCIPbanditGetNActions().

◆ SCIPbanditCreateUcb()

SCIP_RETCODE SCIPbanditCreateUcb ( BMS_BLKMEM blkmem,
BMS_BUFMEM bufmem,
SCIP_BANDITVTABLE vtable,
SCIP_BANDIT **  ucb,
SCIP_Real priorities,
SCIP_Real  alpha,
int  nactions,
unsigned int  initseed 
)

internal method to create and reset UCB bandit algorithm

Parameters
blkmemblock memory
bufmembuffer memory
vtablevirtual function table for UCB bandit algorithm
ucbpointer to store bandit algorithm
prioritiesnonnegative priorities for each action, or NULL if not needed
alphaparameter to increase confidence width
nactionsthe positive number of actions for this bandit algorithm
initseedinitial random seed

Definition at line 291 of file bandit_ucb.c.

References BMSallocBlockMemory, BMSallocBlockMemoryArray, SCIP_ALLOC, SCIP_CALL, SCIP_INVALIDDATA, SCIP_OKAY, SCIPbanditCreate(), and SCIPerrorMessage.

Referenced by SCIPcreateBanditUcb().