Developer Notes
Symbols
| Symbol | Type | Description | Remark |
|---|---|---|---|
q, | Quadratic{D,L,T} | Quadratic polynomial on $\mathbb{R}^D$ | |
D | Integer | Dimensions of the space $\mathbb{R}^D$ | |
p | StaticVector{D} | Point in $\mathbb{R}^D$ | |
ps | Vector{<:StaticVector{D}} | Points in $\mathbb{R}^D$ | |
f | Function, (Any) | Objective on $\mathbb{R}^D$ | Optimize = minimize in this package |
fs | Vector{<:Real} | Objective values on ps | f.(ps) |
ps_init | Vector{<:StaticVector{D}} | Initial points in $\mathbb{R}^D$ | ps[1:N] |
L | Integer | Number of quadratic terms | D*(D+1)/2 |
M, M(D) | Integer, Function | Number of terms of quadratic polynomial | D+L+1 |
N | Integer | Number of input points | length(ps_init) |
n_iter | Integer | Number of maximum iterations | Last arguments of optimize_qim, optimize_qim!, optimize_qfm, and optimize_qfm! |
X | AbstractMatrix | Temporary matrix to store quadratic terms | size(X)==(M,N) |
F | AbstractVector | Temporary vector to store objective values | size(F)==(N) |