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Exam Preparation Time Allocator

Exam Preparation Time Allocator distributes study hours across subjects based on number, difficulty, topic volume, and exam proximity for efficient planning.

Formulas Used in Exam Preparation Time Allocator

The calculator uses the following formulas to allocate study time:

Subject Weight:

\\[ W_i = D_i \cdot V_i \cdot P \\]

Total Weight:

\\[ W_{\text{total}} = \sum W_i \\]

Allocated Time per Subject:

\\[ T_i = A \cdot \frac{W_i}{W_{\text{total}}} \\]

Efficiency Score:

\\[ S = \min\left(100 \cdot \frac{A}{A_{\text{max}}}, 100\right) \\]

Where:

  • \\( W_i \\): Weight for subject \\( i \\)
  • \\( D_i \\): Difficulty of subject \\( i \\) (Easy: 1, Medium: 1.5, Hard: 2)
  • \\( V_i \\): Topic volume of subject \\( i \\) (%)
  • \\( P \\): Proximity factor (>8 weeks: 0.8, 4–8 weeks: 1.0, <4 weeks: 1.2)
  • \\( W_{\text{total}} \\): Sum of weights
  • \\( T_i \\): Study time for subject \\( i \\) (hours/week)
  • \\( A \\): Total available study time (hours/week)
  • \\( S \\): Efficiency score (%)
  • \\( A_{\text{max}} \\): Maximum study time (40 hours/week)

Example Calculations

Example 1: Simple Case

Input: Subjects = 2 (Math: Medium, 50%; English: Easy, 50%), Available Time = 10 h/week, Weeks = 10

\\[ W_{\text{Math}} = 1.5 \cdot 0.5 \cdot 0.8 = 0.6, \quad W_{\text{English}} = 1 \cdot 0.5 \cdot 0.8 = 0.4 \\] \\[ W_{\text{total}} = 0.6 + 0.4 = 1 \\] \\[ T_{\text{Math}} = 10 \cdot \frac{0.6}{1} = 6 \ \text{h/week}, \quad T_{\text{English}} = 10 \cdot \frac{0.4}{1} = 4 \ \text{h/week} \\] \\[ S = 100 \cdot \frac{10}{40} = 25 \ \% \\]

Result: Math: 6 h/week, English: 4 h/week, Efficiency = 25%

Example 2: Moderate Case

Input: Subjects = 3 (Math: Hard, 40%; Physics: Medium, 30%; History: Easy, 30%), Available Time = 20 h/week, Weeks = 6

\\[ W_{\text{Math}} = 2 \cdot 0.4 \cdot 1.0 = 0.8, \quad W_{\text{Physics}} = 1.5 \cdot 0.3 \cdot 1.0 = 0.45, \quad W_{\text{History}} = 1 \cdot 0.3 \cdot 1.0 = 0.3 \\] \\[ W_{\text{total}} = 0.8 + 0.45 + 0.3 = 1.55 \\] \\[ T_{\text{Math}} = 20 \cdot \frac{0.8}{1.55} \approx 10.32 \ \text{h/week}, \quad T_{\text{Physics}} = 20 \cdot \frac{0.45}{1.55} \approx 5.81 \ \text{h/week}, \quad T_{\text{History}} = 20 \cdot \frac{0.3}{1.55} \approx 3.87 \ \text{h/week} \\] \\[ S = 100 \cdot \frac{20}{40} = 50 \ \% \\]

Result: Math: 10.32 h/week, Physics: 5.81 h/week, History: 3.87 h/week, Efficiency = 50%

Example 3: Intensive Case

Input: Subjects = 5 (Math: Hard, 25%; Physics: Hard, 25%; Chemistry: Medium, 20%; Biology: Medium, 20%; English: Easy, 10%), Available Time = 30 h/week, Weeks = 2

\\[ W_{\text{Math}} = 2 \cdot 0.25 \cdot 1.2 = 0.6, \quad W_{\text{Physics}} = 2 \cdot 0.25 \cdot 1.2 = 0.6, \quad W_{\text{Chemistry}} = 1.5 \cdot 0.2 \cdot 1.2 = 0.36 \\] \\[ W_{\text{Biology}} = 1.5 \cdot 0.2 \cdot 1.2 = 0.36, \quad W_{\text{English}} = 1 \cdot 0.1 \cdot 1.2 = 0.12 \\] \\[ W_{\text{total}} = 0.6 + 0.6 + 0.36 + 0.36 + 0.12 = 2.04 \\] \\[ T_{\text{Math}} = 30 \cdot \frac{0.6}{2.04} \approx 8.82 \ \text{h/week}, \quad T_{\text{Physics}} = 8.82 \ \text{h/week}, \quad T_{\text{Chemistry}} = 30 \cdot \frac{0.36}{2.04} \approx 5.29 \ \text{h/week} \\] \\[ T_{\text{Biology}} = 5.29 \ \text{h/week}, \quad T_{\text{English}} = 30 \cdot \frac{0.12}{2.04} \approx 1.76 \ \text{h/week} \\] \\[ S = 100 \cdot \frac{30}{40} = 75 \ \% \\]

Result: Math: 8.82 h/week, Physics: 8.82 h/week, Chemistry: 5.29 h/week, Biology: 5.29 h/week, English: 1.76 h/week, Efficiency = 75%

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