Collaboration diagram for gramods::gmMisc::NelderMead< TYPE_OUT, TYPE_IN >:
Public Member Functions | |
| NelderMead (std::function< TYPE_OUT(const TYPE_IN &X)> F) | |
| TYPE_IN | solve (const std::vector< TYPE_IN > &X0, size_t &iterations) |
Public Attributes | |
| std::function< TYPE_OUT(const TYPE_IN &X)> | function |
| TYPE_OUT | epsilon = std::numeric_limits<TYPE_OUT>::epsilon() |
| std::function< TYPE_IN(const std::vector< std::pair< TYPE_OUT, TYPE_IN > > &F_X)> | func_midpoint |
| Function to estimate midpoint, i.e. | |
| std::function< TYPE_IN(const TYPE_IN &Xm, const TYPE_IN &Xn)> | func_reflect |
| Function to estimate reflection, i.e. | |
| std::function< TYPE_IN(const TYPE_IN &XA, const TYPE_IN &XB)> | func_mean |
| Function to estimate mean, i.e. | |
Member Data Documentation
◆ func_mean
template<class TYPE_OUT , class TYPE_IN >
| std::function<TYPE_IN(const TYPE_IN &XA, const TYPE_IN &XB)> gramods::gmMisc::NelderMead< TYPE_OUT, TYPE_IN >::func_mean |
Initial value:
=
[](const TYPE_IN &XA, const TYPE_IN XB) -> TYPE_IN {
return XA * 0.5f + XB * 0.5f;
}
Function to estimate mean, i.e.
0.5 x XA + 0.5 x XB.
◆ func_midpoint
template<class TYPE_OUT , class TYPE_IN >
| std::function<TYPE_IN(const std::vector<std::pair<TYPE_OUT, TYPE_IN>> &F_X)> gramods::gmMisc::NelderMead< TYPE_OUT, TYPE_IN >::func_midpoint |
Initial value:
=
[](const std::vector<std::pair<TYPE_OUT, TYPE_IN>> &F_X) -> TYPE_IN {
auto factor = 1.f / (F_X.size() - 1.f);
TYPE_IN Xm = F_X.front().second * factor;
for (size_t idx = 1; idx < F_X.size() - 1; idx++) {
Xm = Xm + F_X[idx].second * factor;
}
return Xm;
}
Function to estimate midpoint, i.e.
the mean of all points except the last in the list.
◆ func_reflect
template<class TYPE_OUT , class TYPE_IN >
| std::function<TYPE_IN(const TYPE_IN &Xm, const TYPE_IN &Xn)> gramods::gmMisc::NelderMead< TYPE_OUT, TYPE_IN >::func_reflect |
Initial value:
=
[](const TYPE_IN &Xm, const TYPE_IN Xn) -> TYPE_IN {
return Xm * 2.f - Xn;
}
Function to estimate reflection, i.e.
Xm + (Xm - Xn).
The documentation for this class was generated from the following file:
- /home/karlu/private/program/gramods/modules/gmMisc/include/gmMisc/NelderMead.hh
