Download - Kecerdasan Komputasional - Materi 01
-
7/26/2019 Kecerdasan Komputasional - Materi 01
1/26
-
7/26/2019 Kecerdasan Komputasional - Materi 01
2/26
Ir. W. Herulambang -- SoftComputing2
-
7/26/2019 Kecerdasan Komputasional - Materi 01
3/26
Ir. W. Herulambang -- SoftComputing3
AI and Softcomputing
AI: predicate logic and symbol
manipulation techniues
!serInterfa
ce
Inference
"ngine
"#planation
$acility
%no&ledge
Acuisition
%':($act
(rules
)lobal*atabase
%no&ledge
"ngineer
Human
"#pert
+uestion
,esponse
"#pert Systems
!ser
-
7/26/2019 Kecerdasan Komputasional - Materi 01
4/26
Ir. W. Herulambang -- SoftComputing
AI and Softcomputing
A
/earning andadaptation
$u00y Set 1heory
%no&ledge representation
ia
$u00y if-then ,!/"
)enetic Algorithms
Systematic
,andom Search
-
7/26/2019 Kecerdasan Komputasional - Materi 01
5/26
Ir. W. Herulambang -- SoftComputing
AI and Softcomputing
A
/earning andadaptation
$u00y Set 1heory
%no&ledge representation
ia
$u00y if-then ,!/"
)enetic Algorithms
Systematic
,andom Search
AI
Symbolic
4anipulation
-
7/26/2019 Kecerdasan Komputasional - Materi 01
6/26
Ir. W. Herulambang -- SoftComputing5
AI and Softcomputing
cat
cut
6no&ledge
Animal7 cat
eural character
recognition
-
7/26/2019 Kecerdasan Komputasional - Materi 01
7/26
Ir. W. Herulambang -- SoftComputing8
$rom Con9entional AI to
Computational Intelligence
Con9entional AI: $ocuses on attempt to mimic human
intelligent beha9ior by e#pressing it inlanguage forms or symbolic rules
4anipulates symbols on theassumptionthat such beha9ior can be
stored in symbolically structured6no&ledge bases physical symbolsystem hypothesis;
-
7/26/2019 Kecerdasan Komputasional - Materi 01
8/26
Ir. W. Herulambang -- SoftComputingosisi >edal ,em >>,;
-
7/26/2019 Kecerdasan Komputasional - Materi 01
21/26
Ir. W. Herulambang -- SoftComputing2?
$u00y Sets 1heory
4embership function
Kecepatan (km/jam)
0 20 40 60 80
Sangat Lambat
Lambat
Cukup
Cepat
Cepat Sekali
Jarak (m)
0 1 2 3 4
Sangat ekat
!gak
ekat
Se"ang
!gak Jau#
Jau# Sekali
$%&i&i pe"al rem (0)
0 10 20 30 40
'njak $enu#
'njak !gak
$enu#
'njak
Se"ang
'njak
Se"ikit
'njak Se"ikit
Sekali
%4 4 >>,
-
7/26/2019 Kecerdasan Komputasional - Materi 01
22/26
Ir. W. Herulambang -- SoftComputing22
$u00y Sets 1heory
$u00y ,ules
Aturan ?:
Bila6ecepatan mobil cepat sekalidanJara6nya sangat dekatmakapedalrem diinjak penuh
Aturan 2:
Bila6ecepatan mobil cukupdanJara6nya agak dekatmakapedal rem
diinjak sedang
Aturan 3:
Bila6ecepatan mobil cukupdanJara6nya sangat dekatmakapedal remdiinjak agak penuh
-
7/26/2019 Kecerdasan Komputasional - Materi 01
23/26
Ir. W. Herulambang -- SoftComputing23
$u00y Sets 1heory
$u00y "#pert Systems
!turan 1
Kecepatan (km/jam)
0 20 40 60 80
Cepat Sekali
$%&i&i pe"al rem (0)
0 10 20 30 40
'njak $enu#
Jarak (m)
0 1 2 3 4
Sangat ekat
-
7/26/2019 Kecerdasan Komputasional - Materi 01
24/26
Ir. W. Herulambang -- SoftComputing2
$u00y Sets 1heory
$u00y "#pert Systems
Jarak (m)
0 1 2 3 4
!gak ekat
$%&i&i pe"al rem (0)
0 10 20 30 40
'njak Se"ang
!turan 2
Kecepatan (km/jam)
0 20 40 60 80
Cukup
-
7/26/2019 Kecerdasan Komputasional - Materi 01
25/26
Ir. W. Herulambang -- SoftComputing2
$u00y Sets 1heory
$u00y "#pert Systems
Jarak (m)
0 1 2 3 4
Sangat ekat
0 10 20 30 40
$%&i&i pe"al rem (0)
'njak !gak
$enu#
Kecepatan (km/jam)
0 20 40 60 80
Cukup!turan 3
-
7/26/2019 Kecerdasan Komputasional - Materi 01
26/26
Ir. W. Herulambang -- SoftComputing25
$u00y Sets 1heory
$u00y "#pert Systems
* $$+ , 200
10-0.220-0.4
C*! $$+ ,
0.20.4
, 16.60
$%&i&i pe"al rem (0)
0 10 20 30 40
*C*!