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Ir. W. Herulambang -- SoftComputing2

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Ir. W. Herulambang -- SoftComputing3

AI and Softcomputing

AI: predicate logic and symbol

manipulation techniues

!serInterfa

ce

Inference

"ngine

"#planation

$acility

%no&ledge

Acuisition

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(rules

)lobal*atabase

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Human

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,esponse

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!ser

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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

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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

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Ir. W. Herulambang -- SoftComputing5

AI and Softcomputing

cat

cut

6no&ledge

Animal7 cat

eural character

recognition

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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;

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Ir. W. Herulambang -- SoftComputingosisi >edal ,em >>,;

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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

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0 10 20 30 40

'njak $enu#

'njak !gak

$enu#

'njak

Se"ang

'njak

Se"ikit

'njak Se"ikit

Sekali

%4 4 >>,

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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

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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

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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

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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

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Ir. W. Herulambang -- SoftComputing25

$u00y Sets 1heory

$u00y "#pert Systems

* $$+ , 200

10-0.220-0.4

C*! $$+ ,

0.20.4

, 16.60

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0 10 20 30 40

*C*!