func SumProb(Tc [][]poly.Polynomial, param Param) []poly.Polynomial {
P := make([]poly.Polynomial, param.N+1, param.N+1)
P[0] = poly.NewConstant(0, true)
for i := 1; i <= param.N; i++ {
P[i] = poly.NewConstant(0, true).Copy()
for j := 0; j <= param.CW; j++ {
P[i].AddPoly(Tc[j][i])
}
}
return P
}
func FormSystem(P []poly.Polynomial, param Param) []poly.Polynomial {
system := make([]poly.Polynomial, param.N, param.N)
system[0] = poly.NewConstant(-1, true).Copy()
for _, p := range param.Polys[1:] {
system[0].AddPoly(p)
}
for i := 1; i < param.N; i++ {
system[1] = poly.AddPoly(P[i], poly.MultConst(param.Polys[i], -1))
}
return system
}
func FormCondProbabilities(param Param) [][]poly.Polynomial {
U := make([]float64, param.CW+1, param.CW+1)
M := make([]float64, param.CW+1, param.CW+1)
for i, _ := range U {
U[i] = calcU(i, param.CW)
M[i] = calcU(i, param.CW)
}
T := make([][]poly.Polynomial, param.CW+1, param.CW+1)
for k := 0; k <= param.CW; k++ {
T[k] = make([]poly.Polynomial, param.N+1, param.N+1)
for will_tx := 0; will_tx <= param.N; will_tx++ {
T[k][will_tx] = poly.NewConstant(0, true)
for did_tx := 1; did_tx <= param.N; did_tx++ {
did_not_tx := param.N - did_tx
coeff := 0.
for will_and_did_tx := 0; will_and_did_tx <= did_tx; will_and_did_tx++ {
will_not_but_did_tx := did_tx - will_and_did_tx
will_but_did_not_tx := will_tx - will_and_did_tx
will_not_and_did_not_tx := did_not_tx - will_but_did_not_tx
if will_but_did_not_tx < 0 {
break
} else if will_not_and_did_not_tx < 0 {
continue
}
coeff += nchoosek(did_tx, will_and_did_tx) *
math.Pow(U[k], float64(will_and_did_tx)) *
math.Pow((1-U[k]), float64(will_not_but_did_tx)) *
nchoosek(did_not_tx, will_but_did_not_tx) *
math.Pow(M[k], float64(will_but_did_not_tx)) *
math.Pow((1-M[k]), float64(will_not_and_did_not_tx))
}
tmp := poly.MultConst(param.Polys[did_tx], coeff)
T[k][will_tx] = poly.AddPoly(T[k][will_tx], tmp)
}
}
}
return T
}