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Majalah Ilmiah UNIKOM

Vol.11 No. 1

143

H a l a m a n

Tri Rahajoeningroem & Muhammad Aria

Algoritma

MSE

Original PSO

Mean

6,60 x 10

-2

Min

2,04 x 10

-2

Max

1,60 x 10

-1

Local PSO

Mean

6,05 x 10

-2

Min

2,03 x 10

-2

Max

2,28 x 10

-1

Canonical PSO

Mean

1,13 x 10

-1

Min

2,03 x 10

-2

Max

3,57 x 10

-1

Decreasing Inertia

Weight

Mean

6,55 x 10

-2

Min

2,04 x 10

-2

Max

2,47 x 10

-1

Increasing Inertia

Weight

Mean

4,28 x 10

-2

Min

2,15 x 10

-2

Max

1,08 x 10

-1

Stochastic Inertia

Weight

Mean

5,37 x 10

-2

Min

2,03 x 10

2

Max

1,24 x 10

-1

Fully Informed PSO

Mean

7,09 x 10

-2

Min

2,03 x 10

-2

Max

1,87 x 10

-1

Self Organizaing

Hierarchical PSO

Mean

9,17 x 10

-2

Min

2,07 x 10

-2

Max

2,81 x 10

-1

Hierarchical PSO

Mean

5,15 x 10

-2

Min

4,11 x 10

-2

Max

9,41 x 10

-2

Adaptive Hierarchical

PSO

Mean

7,93 x 10

-2

Min

2,07 x 10

-2

Max

3,39 x 10

-1

Estimation of

Distribution PSO

Mean

3,87 x 10

-2

Min

2,05 x 10

-2

Max

1,04 x 10

-1

Tabel 3 Hasil pengujian implementasi beberapa algoritma PSO pada kasus ANC