Derivative.h

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#ifndef PhysicsTools_Utilities_Derivative_h
#define PhysicsTools_Utilities_Derivative_h
 
#include "PhysicsTools/Utilities/interface/Functions.h"
#include "PhysicsTools/Utilities/interface/Fraction.h"
#include <type_traits>
 
#include "PhysicsTools/Utilities/interface/Simplify_begin.h"
 
namespace funct {
 
  template <typename X, typename A>
  struct Derivative {
    typedef NUM(0) type;
    GET(A, num<0>());
  };
 
  TEMPL(XT1) DERIV(X, A) derivative(const A& _) { return Derivative<X, A>::get(_); }
 
  TEMPL(XT1) struct Independent : public ::std::is_same<DERIV(X, A), NUM(0)> {};
 
  // dx / dx = 1
  DERIV_RULE(TYPX, X, NUM(1), num<1>());
 
  // d exp(x) / dx = exp(x)
  DERIV_RULE(TYPXT1, EXP_S(A), PROD(EXP(A), DERIV(X, A)), _* derivative<X>(_._));
 
  // d log(x) / dx = 1 / x
  DERIV_RULE(TYPXT1, LOG_S(A), PROD(RATIO(NUM(1), A), DERIV(X, A)), (num<1>() / _._) * derivative<X>(_._));
 
  // d abs(x) / dx = sgn(x)
  DERIV_RULE(TYPXT1, ABS_S(A), PROD(SGN(A), DERIV(X, A)), sgn(_._) * derivative<X>(_._));
 
  // d sin(x) / dx = cos(x)
  DERIV_RULE(TYPXT1, SIN_S(A), PROD(COS(A), DERIV(X, A)), cos(_._) * derivative<X>(_._));
 
  // d cos(x) / dx = - sin(x)
  DERIV_RULE(TYPXT1, COS_S(A), MINUS(PROD(SIN(A), DERIV(X, A))), -(sin(_._) * derivative<X>(_._)));
 
  // d tan(x) / dx = 1 / cos(x)^2
  DERIV_RULE(TYPXT1,
             TAN_S(A),
             PROD(RATIO(NUM(1), SQUARE(COS(A))), DERIV(X, A)),
             (num<1>() / sqr(cos(_._))) * derivative<X>(_._));
 
  // d/dx (f + g) = d/dx f + d/dx g
  DERIV_RULE(TYPXT2, SUM_S(A, B), SUM(DERIV(X, A), DERIV(X, B)), derivative<X>(_._1) + derivative<X>(_._2));
 
  // d/dx (-f) = - d/dx f
  DERIV_RULE(TYPXT1, MINUS_S(A), MINUS(DERIV(X, A)), -derivative<X>(_._));
 
  // d/dx (f * g) =  d/dx f * g + f * d/dx g
  DERIV_RULE(TYPXT2,
             PROD_S(A, B),
             SUM(PROD(DERIV(X, A), B), PROD(A, DERIV(X, B))),
             derivative<X>(_._1) * _._2 + _._1 * derivative<X>(_._2));
 
  // d/dx (f / g) =  (d/dx f * g - f * d/dx g) / g^2
  DERIV_RULE(TYPXT2,
             RATIO_S(A, B),
             RATIO(DIFF(PROD(DERIV(X, A), B), PROD(A, DERIV(X, B))), SQUARE(B)),
             (derivative<X>(_._1) * _._2 - _._1 * derivative<X>(_._2)) / sqr(_._2));
 
  // d/dx f ^ n  = n f ^ (n - 1) d/dx f
  DERIV_RULE(TYPXN1T1,
             POWER_S(A, NUM(n)),
             PROD(PROD(NUM(n), POWER(A, NUM(n - 1))), DERIV(X, A)),
             _._2* pow(_._1, num<n - 1>()) * derivative<X>(_._1));
 
  // d/dx f ^ n/m  = n/m f ^ (n/m - 1) d/dx f
  DERIV_RULE(TYPXN2T1,
             POWER_S(A, FRACT_S(n, m)),
             PROD(PROD(FRACT(n, m), POWER(A, FRACT(n - m, n))), DERIV(X, A)),
             _._2* pow(_._1, fract<n - m, m>()) * derivative<X>(_._1));
 
  // d sqrt(x) / dx =  1/2 1/sqrt(x)
  DERIV_RULE(TYPXT1,
             SQRT_S(A),
             PROD(PROD(FRACT(1, 2), RATIO(NUM(1), SQRT(A))), DERIV(X, A)),
             (fract<1, 2>() * (num<1>() / sqrt(_._))) * derivative<X>(_._));
}  // namespace funct
 
#include "PhysicsTools/Utilities/interface/Simplify_end.h"
 
#endif