S
S
Ử
Ử
D
D
Ụ
Ụ
NG MATLAB
NG MATLAB
NEURAL TOOLBOX
NEURAL TOOLBOX
L
L
ớ
ớ
p
p
CN&QLXD
CN&QLXD
Nh
Nh
ậ
ậ
p
p
thông
thông
s
s
ố
ố
m
m
ạ
ạ
ng
ng
Gõ
nntool
để vào
Neural
toolbox
C
C
á
á
c
c
d
d
ạ
ạ
ng
ng
h
h
à
à
m
m
train
train
Traingd
Traingd
: Basic gradient
: Basic gradient
descent
descent
Traingdm
Traingdm
: Gradient
: Gradient
descent with momentum
descent with momentum
Traingdx
Traingdx
: Adaptive
: Adaptive
learning rate
learning rate
Trainrp
Trainrp
: Resilient
: Resilient
backpropagation
backpropagation
Traincgf
Traincgf
: Fletcher
: Fletcher
-
-
Reeves
Reeves
conjugate gradient
conjugate gradient
Traincgp
Traincgp
:
:
Polak
Polak
-
-
Ribiere
Ribiere
conjugate gradient
conjugate gradient
Traincgb
Traincgb
: Powell
: Powell
-
-
Beale
Beale
conjugate gradient
conjugate gradient
Trainscg
Trainscg
: Scaled
: Scaled
conjugate gradient
conjugate gradient
Trainbfg
Trainbfg
: BFGS quasi
: BFGS quasi
-
-
Newton
Newton
Trainoss
Trainoss
: One step
: One step
secant
secant
Trainlm
Trainlm
:
:
Levenberg
Levenberg
-
-
Marquardt
Marquardt
Trainbr
Trainbr
: Bayesian
: Bayesian
regularization
regularization
D
D
ữ
ữ
li
li
ệ
ệ
u
u
hu
hu
ấ
ấ
n
n
luy
luy
ệ
ệ
n
n
Thông
Thông
tin (
tin (
d
d
ữ
ữ
li
li
ệ
ệ
u
u
)
)
hu
hu
ấ
ấ
n
n
luy
luy
ệ
ệ
n
n
Tham
Tham
s
s
ố
ố
hu
hu
ấ
ấ
n
n
luy
luy
ệ
ệ
n
n
Hu
Hu
ấ
ấ
n
n
luy
luy
ệ
ệ
n
n
Xem
Xem
k
k
ế
ế
t
t
qu
qu
ả
ả
hu
hu
ấ
ấ
n
n
luy
luy
ệ
ệ
n
n
K
K
ế
ế
t
t
qu
qu
ả
ả
hu
hu
ấ
ấ
n
n
luy
luy
ệ
ệ
n
n
K
K
ế
ế
t
t
qu
qu
ả
ả
hu
hu
ấ
ấ
n
n
luy
luy
ệ
ệ
n
n
S
S
ử
ử
d
d
ụ
ụ
ng
ng
k
k
ế
ế
t
t
qu
qu
ả
ả
hu
hu
ấ
ấ
n
n
luy
luy
ệ
ệ
n
n
đ
đ
ể
ể
mô
mô
ph
ph
ỏ
ỏ
ng
ng
S
S
ử
ử
d
d
ụ
ụ
ng
ng
k
k
ế
ế
t
t
qu
qu
ả
ả
hu
hu
ấ
ấ
n
n
luy
luy
ệ
ệ
n
n
đ
đ
ể
ể
mô
mô
ph
ph
ỏ
ỏ
ng
ng