exprinterpret.h

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/*         SCIP --- Solving Constraint Integer Programs                      */
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/**@file   exprinterpret.h
 * @brief  methods to interpret (evaluate) an expression "fast"
 * @ingroup EXPRINTS
 * @author Stefan Vigerske
 *
 * Realized similar to LPI: one implementation of an interpreter is linked in.
 */
 
/* @todo product Gradient times vector
   @todo product Hessian times vector
   @todo product Hessian of Lagrangian times vector?
   @todo sparse Hessian of Lagrangian (sets of expressions)?
*/
 
/*---+----1----+----2----+----3----+----4----+----5----+----6----+----7----+----8----+----9----+----0----+----1----+----2*/
 
#ifndef __SCIP_EXPRINTERPRET_H__
#define __SCIP_EXPRINTERPRET_H__
 
#include "scip/def.h"
#include "scip/type_exprinterpret.h"
#include "scip/type_scip.h"
#include "scip/type_expr.h"
 
#ifdef __cplusplus
extern "C" {
#endif
 
/**@addtogroup EXPRINTS
 * @{
 */
 
/** gets name and version of expression interpreter */
SCIP_EXPORT
const char* SCIPexprintGetName(void);
 
/** gets descriptive text of expression interpreter */
SCIP_EXPORT
const char* SCIPexprintGetDesc(void);
 
/** gets capabilities of expression interpreter (using bitflags) */
SCIP_EXPORT
SCIP_EXPRINTCAPABILITY SCIPexprintGetCapability(void);
 
/** creates an expression interpreter object */
SCIP_EXPORT
SCIP_RETCODE SCIPexprintCreate(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_EXPRINT**        exprint             /**< buffer to store pointer to expression interpreter */
   );
 
/** frees an expression interpreter object */
SCIP_EXPORT
SCIP_RETCODE SCIPexprintFree(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_EXPRINT**        exprint             /**< expression interpreter that should be freed */
   );
 
/** compiles an expression and returns interpreter-specific data for expression
 *
 * can be called again with existing exprintdata if expression has been changed
 *
 * @attention *exprintdata needs to be initialized to NULL at first call
 * @attention the expression is assumed to use varidx expressions instead of var expressions
 */
SCIP_EXPORT
SCIP_RETCODE SCIPexprintCompile(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_EXPRINT*         exprint,            /**< interpreter data structure */
   SCIP_EXPR*            expr,               /**< expression */
   SCIP_EXPRINTDATA**    exprintdata         /**< buffer to store pointer to compiled data */
   );
 
/** frees interpreter data for expression */
SCIP_EXPORT
SCIP_RETCODE SCIPexprintFreeData(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_EXPRINT*         exprint,            /**< interpreter data structure */
   SCIP_EXPR*            expr,               /**< expression */
   SCIP_EXPRINTDATA**    exprintdata         /**< pointer to pointer to compiled data to be freed */
   );
 
/** gives the capability to evaluate an expression by the expression interpreter
 *
 * In cases of user-given expressions, higher order derivatives may not be available for the user-expression,
 * even if the expression interpreter could handle these. This method allows to recognize that, e.g., the
 * Hessian for an expression is not available because it contains a user expression that does not provide
 * Hessians.
 */
SCIP_EXPORT
SCIP_EXPRINTCAPABILITY SCIPexprintGetExprCapability(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_EXPRINT*         exprint,            /**< interpreter data structure */
   SCIP_EXPR*            expr,               /**< expression */
   SCIP_EXPRINTDATA*     exprintdata         /**< interpreter-specific data for expression */
   );
 
/** evaluates an expression */
SCIP_EXPORT
SCIP_RETCODE SCIPexprintEval(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_EXPRINT*         exprint,            /**< interpreter data structure */
   SCIP_EXPR*            expr,               /**< expression */
   SCIP_EXPRINTDATA*     exprintdata,        /**< interpreter-specific data for expression */
   SCIP_Real*            varvals,            /**< values of variables */
   SCIP_Real*            val                 /**< buffer to store value of expression */
   );
 
/** computes value and gradient of an expression */
SCIP_EXPORT
SCIP_RETCODE SCIPexprintGrad(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_EXPRINT*         exprint,            /**< interpreter data structure */
   SCIP_EXPR*            expr,               /**< expression */
   SCIP_EXPRINTDATA*     exprintdata,        /**< interpreter-specific data for expression */
   SCIP_Real*            varvals,            /**< values of variables, can be NULL if new_varvals is FALSE */
   SCIP_Bool             new_varvals,        /**< have variable values changed since last call to a point evaluation routine? */
   SCIP_Real*            val,                /**< buffer to store expression value */
   SCIP_Real*            gradient            /**< buffer to store expression gradient */
   );
 
/** gives sparsity pattern of lower-triangular part of Hessian
 *
 * Since the AD code might need to do a forward sweep, variable values need to be passed in here.
 *
 * Result will have `(*colidxs)[i] <= (*rowidixs)[i]` for `i=0..*nnz`.
 */
SCIP_EXPORT
SCIP_RETCODE SCIPexprintHessianSparsity(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_EXPRINT*         exprint,            /**< interpreter data structure */
   SCIP_EXPR*            expr,               /**< expression */
   SCIP_EXPRINTDATA*     exprintdata,        /**< interpreter-specific data for expression */
   SCIP_Real*            varvals,            /**< values of variables */
   int**                 rowidxs,            /**< buffer to return array with row indices of Hessian elements */
   int**                 colidxs,            /**< buffer to return array with column indices of Hessian elements */
   int*                  nnz                 /**< buffer to return length of arrays */
   );
 
/** computes value and Hessian of an expression
 *
 * Returned arrays `rowidxs` and `colidxs` and number of elements `nnz` are the same as given by SCIPexprintHessianSparsity().
 * Returned array `hessianvals` will contain the corresponding Hessian elements.
 */
SCIP_EXPORT
SCIP_RETCODE SCIPexprintHessian(
   SCIP*                 scip,               /**< SCIP data structure */
   SCIP_EXPRINT*         exprint,            /**< interpreter data structure */
   SCIP_EXPR*            expr,               /**< expression */
   SCIP_EXPRINTDATA*     exprintdata,        /**< interpreter-specific data for expression */
   SCIP_Real*            varvals,            /**< values of variables, can be NULL if new_varvals is FALSE */
   SCIP_Bool             new_varvals,        /**< have variable values changed since last call to an evaluation routine? */
   SCIP_Real*            val,                /**< buffer to store function value */
   int**                 rowidxs,            /**< buffer to return array with row indices of Hessian elements */
   int**                 colidxs,            /**< buffer to return array with column indices of Hessian elements */
   SCIP_Real**           hessianvals,        /**< buffer to return array with Hessian elements */
   int*                  nnz                 /**< buffer to return length of arrays */
   );
 
/** @} */
 
#ifdef __cplusplus
}
#endif
 
#endif /* __SCIP_EXPRINTERPRET_H__ */