Magazine_Optimization_Demo/README.md

Summary: 
Magazine M1: 
Total Time used:  146.47204303741455
Ad Gaze: 
Strategy: Assign Ad 11 to Counterpage 4; Assign Ad 12 to Counterpage 3; Assign Ad 13 to Counterpage 5; Assign Ad 14 to Counterpage 8; Assign Ad 15 to Counterpage 13; Assign Ad 16 to Counterpage 6; Assign Ad 1 to Counterpage 7; Assign Ad 2 to Counterpage 12; Assign Ad 3 to Counterpage 11; Assign Ad 4 to Counterpage 1; Assign Ad 5 to Counterpage 16; Assign Ad 6 to Counterpage 2; Assign Ad 7 to Counterpage 10; Assign Ad 8 to Counterpage 14; Assign Ad 10 to Counterpage 15; 
max Attention:  36.02685832977295
original Attention:  28.521670818328857
------------------------
Brand Gaze: 
Strategy: Assign Ad 11 to Counterpage 12; Assign Ad 12 to Counterpage 2; Assign Ad 13 to Counterpage 5; Assign Ad 14 to Counterpage 1; Assign Ad 15 to Counterpage 16; Assign Ad 16 to Counterpage 11; Assign Ad 1 to Counterpage 7; Assign Ad 2 to Counterpage 10; Assign Ad 3 to Counterpage 4; Assign Ad 4 to Counterpage 15; Assign Ad 5 to Counterpage 14; Assign Ad 6 to Counterpage 3; Assign Ad 7 to Counterpage 6; Assign Ad 8 to Counterpage 13; Assign Ad 10 to Counterpage 8; 
max Attention:  8.779523849487305
original Attention:  6.383262395858765
Attention under AG Assignment:  8.407692551612854
------------------------

Magazine M5: 
Total Time used:  25.30950903892517
Ad Gaze: 
Strategy: Assign Ad 0 to Counterpage 6; Assign Ad 1 to Counterpage 4; Assign Ad 2 to Counterpage 2; Assign Ad 4 to Counterpage 5; Assign Ad 5 to Counterpage 0; Assign Ad 6 to Counterpage 1; 
max Attention:  20.937814712524414
original Attention:  12.0139479637146
------------------------
Brand Gaze: 
Strategy: Assign Ad 0 to Counterpage 4; Assign Ad 1 to Counterpage 1; Assign Ad 2 to Counterpage 2; Assign Ad 4 to Counterpage 6; Assign Ad 5 to Counterpage 5; Assign Ad 6 to Counterpage 0; 
max Attention:  3.95954430103302
original Attention:  2.687319040298462
Attention under AG Assignment:  3.8800885677337646
------------------------

Magazine M2: 
Total Time used:  54.91435790061951
Ad Gaze: 
Strategy: Assign Ad 0 to Counterpage 7; Assign Ad 1 to Counterpage 0; Assign Ad 3 to Counterpage 3; Assign Ad 4 to Counterpage 8; Assign Ad 5 to Counterpage 5; Assign Ad 6 to Counterpage 1; Assign Ad 7 to Counterpage 6; Assign Ad 8 to Counterpage 9; Assign Ad 9 to Counterpage 4; 
max Attention:  26.092838048934937
original Attention:  21.70353937149048
------------------------
Brand Gaze: 
Strategy: Assign Ad 0 to Counterpage 4; Assign Ad 1 to Counterpage 9; Assign Ad 3 to Counterpage 0; Assign Ad 4 to Counterpage 8; Assign Ad 5 to Counterpage 3; Assign Ad 6 to Counterpage 6; Assign Ad 7 to Counterpage 5; Assign Ad 8 to Counterpage 1; Assign Ad 9 to Counterpage 7; 
max Attention:  5.299419045448303
original Attention:  4.00095796585083
Attention under AG Assignment:  5.10155713558197
------------------------

Magazine M3: 
Total Time used:  262.1063117980957
Ad Gaze: 
Strategy: Assign Ad 12 to Counterpage 20; Assign Ad 13 to Counterpage 14; Assign Ad 14 to Counterpage 17; Assign Ad 16 to Counterpage 6; Assign Ad 17 to Counterpage 24; Assign Ad 18 to Counterpage 9; Assign Ad 19 to Counterpage 11; Assign Ad 20 to Counterpage 13; Assign Ad 21 to Counterpage 18; Assign Ad 22 to Counterpage 22; Assign Ad 1 to Counterpage 4; Assign Ad 24 to Counterpage 16; Assign Ad 2 to Counterpage 7; Assign Ad 3 to Counterpage 2; Assign Ad 4 to Counterpage 12; Assign Ad 6 to Counterpage 8; Assign Ad 7 to Counterpage 3; Assign Ad 8 to Counterpage 1; Assign Ad 9 to Counterpage 21; Assign Ad 11 to Counterpage 19; 
max Attention:  67.31096935272217
original Attention:  45.341137170791626
------------------------
Brand Gaze: 
Strategy: Assign Ad 12 to Counterpage 19; Assign Ad 13 to Counterpage 8; Assign Ad 14 to Counterpage 17; Assign Ad 16 to Counterpage 2; Assign Ad 17 to Counterpage 3; Assign Ad 18 to Counterpage 21; Assign Ad 19 to Counterpage 18; Assign Ad 20 to Counterpage 9; Assign Ad 21 to Counterpage 16; Assign Ad 22 to Counterpage 11; Assign Ad 1 to Counterpage 12; Assign Ad 24 to Counterpage 20; Assign Ad 2 to Counterpage 13; Assign Ad 3 to Counterpage 6; Assign Ad 4 to Counterpage 4; Assign Ad 6 to Counterpage 24; Assign Ad 7 to Counterpage 1; Assign Ad 8 to Counterpage 7; Assign Ad 9 to Counterpage 14; Assign Ad 11 to Counterpage 22; 
max Attention:  13.022720456123352
original Attention:  9.656069993972778
Attention under AG Assignment:  12.365073680877686
------------------------

Magazine M4: 
Total Time used:  18.036799907684326
Ad Gaze: 
Strategy: Assign Ad 1 to Counterpage 2; Assign Ad 2 to Counterpage 4; Assign Ad 3 to Counterpage 1; Assign Ad 4 to Counterpage 3; Assign Ad 5 to Counterpage 5; 
max Attention:  14.580140829086304
original Attention:  10.33321762084961
------------------------
Brand Gaze: 
Strategy: Assign Ad 1 to Counterpage 2; Assign Ad 2 to Counterpage 4; Assign Ad 3 to Counterpage 5; Assign Ad 4 to Counterpage 3; Assign Ad 5 to Counterpage 1; 
max Attention:  3.2732757329940796
original Attention:  1.7348273992538452
Attention under AG Assignment:  3.2471154928207397
------------------------