SundanceChainRuleEvaluator.hpp

Go to the documentation of this file.

/* @HEADER@ */
// ************************************************************************
// 
//                              Sundance
//                 Copyright (2005) Sandia Corporation
// 
// Copyright (year first published) Sandia Corporation.  Under the terms 
// of Contract DE-AC04-94AL85000 with Sandia Corporation, the U.S. Government 
// retains certain rights in this software.
// 
// This library is free software; you can redistribute it and/or modify
// it under the terms of the GNU Lesser General Public License as
// published by the Free Software Foundation; either version 2.1 of the
// License, or (at your option) any later version.
//  
// This library is distributed in the hope that it will be useful, but
// WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
// Lesser General Public License for more details.
//                                                                                 
// You should have received a copy of the GNU Lesser General Public
// License along with this library; if not, write to the Free Software
// Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307
// USA                                                                                
// Questions? Contact Kevin Long (krlong@sandia.gov), 
// Sandia National Laboratories, Livermore, California, USA
// 
// ************************************************************************
/* @HEADER@ */

#ifndef SUNDANCE_CHAINRULEEVALUATOR_H
#define SUNDANCE_CHAINRULEEVALUATOR_H

#include "SundanceDefs.hpp"
#include "SundanceSubtypeEvaluator.hpp"
#include "SundanceExprWithChildren.hpp"
#include "SundanceChainRuleSum.hpp"

namespace Sundance 
{
/** 
 *
 */
class ChainRuleEvaluator : public SubtypeEvaluator<ExprWithChildren>
{
public:

  /** */
  ChainRuleEvaluator(const ExprWithChildren* expr, 
    const EvalContext& context);

  /** */
  virtual ~ChainRuleEvaluator(){;}

  /** */
  virtual void internalEval(const EvalManager& mgr,
    Array<double>& constantResults,
    Array<RCP<EvalVector> >& vectorResults) const ;

  /** */
  int numChildren() const {return childEvaluators_.size();}

  /** */
  int constArgDerivIndex(const MultiSet<int>& df) const ;

  /** */
  int varArgDerivIndex(const MultiSet<int>& df) const ;

  /** */
  TEUCHOS_TIMER(chainRuleEvalTimer, "chain rule evaluation");


  /** */
  const Array<Array<int> >& nComps(int N, int n) const ;

  /** */
  void resetNumCalls() const ;

  /** 
   * Evaluate the derivatives of the expression with respect to
   * the arguments.
   *
   * \param mgr Manager for this evaluation step
   *
   * \param constDerivsOfArgs Constant values and functional
   * derivatives of arguments.  The outer array index is over
   * arguments. The inner array index is over functional
   * derivatives of that argument.
   *
   * \param varDerivsOfArgs Variable values and functional
   * derivatives of arguments.  The outer array index is over
   * arguments. The inner array index is over functional
   * derivatives of that argument.
   *
   * \param constArgDerivs Constant-valued derivatives of expr wrt
   * arguments.
   *
   * \param varArgDerivs Variable-valued derivatives of expr wrt
   * arguments.
   */

  virtual void evalArgDerivs(const EvalManager& mgr,
    const Array<RCP<Array<double> > >& constDerivsOfArgs,
    const Array<RCP<Array<RCP<EvalVector> > > >& varDerivOfArgs,
    Array<double>& constArgDerivs,
    Array<RCP<EvalVector> >& varArgDerivs) const = 0 ;


  static Set<MultiSet<MultipleDeriv> > chainRuleBins(const MultipleDeriv& d,
    const MultiSet<int>& q);
      
protected:
  /** The init() function should be called from the derived class ctors */
  void init(const ExprWithChildren* expr, 
    const EvalContext& context);

  /** */
  void addConstArgDeriv(const MultiSet<int>& df, int index);

  /** */
  void addVarArgDeriv(const MultiSet<int>& df, int index);

  /** */
  const Evaluator* childEvaluator(int i) const {return childEvaluators_[i].get();}

  /** */
  const SparsitySuperset* childSparsity(int i) const {return childSparsity_[i].get();}

  static MultipleDeriv makeMD(const Array<Deriv>& d) ;

  /** Returns the binomial coefficient */
  double choose(int N, int n) const ;
      
  /** Returns the factorial of n */
  double fact(int n) const ;


  /** Returns the stirling number of the second kind */
  double stirling2(int n, int k) const ;

  /** */
  int derivComboMultiplicity(const MultiSet<MultipleDeriv>& b) const ;


private:

      
  Array<RCP<ChainRuleSum> > expansions_;

  Array<RCP<Evaluator> > childEvaluators_;

  Array<RCP<SparsitySuperset> > childSparsity_;

  Map<MultiSet<int>, int> constArgDerivMap_;

  Map<MultiSet<int>, int> varArgDerivMap_;

  int zerothDerivResultIndex_;

  bool zerothDerivIsConstant_;

  static Map<OrderedPair<int, int>, Array<Array<int> > >& compMap() ;
};

/** */
MultipleDeriv makeDeriv(const Expr& a);

/** */
MultipleDeriv makeDeriv(const Expr& a, const Expr& b);

/** */
MultipleDeriv makeDeriv(const Expr& a, const Expr& b, const Expr& c);

    
}


#endif

Site Contact