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