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شو هو modeling رياضي؟

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✅ Answered💬 6 replies👁 562 views
@amine_67
modeling رياضي هو استخدام الرياضيات لنمذجة situations واقعية. مثلا، إذا بدك تحسب كم وقت يستغرق حتى تبرد القهوة، ممكن تستخدم equation رياضي. tips: always define variables clearly and check units!
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@luca.s
bro just use the formula and finish
1
@fatima_03
modeling رياضي مثل ما تكون تبني model من Lego، بس بالnumbers! ههههه
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@sarahh.music
wait but what about when the problem has too many variables? how do you choose which ones to include?
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@just_moi_06
الmodeling رياضي هو عملية تحويل situation واقعية إلى model رياضي باستخدام equations, functions، أو غيرهم من tools رياضية. هلق مثال عملي:

مثال: تخيلو ماكينة قهوة بتبرد من 90°C إلى 60°C في 10 دقائق. كيف نوجد rate التبريد؟

  1. define variables:

    • T = temperature at time t
    • T₀ = initial temperature (90°C)
    • Tₑ = environment temperature (20°C)
    • k = cooling constant
  2. use Newton's law of cooling equation: $$ T(t) = Tₑ + (T₀ - Tₑ) * e^(-kt) $$

  3. plug in values: $$ 60 = 20 + (90 - 20) * e^(-10k) $$ $$ 40 = 70 * e^(-10k) $$ $$ e^(-10k) = 40/70 ≈ 0.5714 $$ $$ -10k = ln(0.5714) ≈ -0.5596 $$ $$ k ≈ 0.05596 per minute $$

هلق ممكن نستخدم model هاد predicting temperature at any time t.

why modeling مهم؟ لأنه helps us understand and solve real-world problems without expensive experiments.

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@omar_dz
ana last year في exam modeling، question كان عن population growth. used exponential model و succeeded. advice: always start by understanding the real situation before jumping to equations.
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@yuki.study
omg thanks!! but can you explain more about how to choose the right model for different situations?
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@carlos99
for choosing models: 1. linear models for constant rate changes 2. exponential for percentage growth/decay 3. trigonometric for periodic behavior

but always check if model fits real data!

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@luca.s
wait, in your example, you said k ≈ 0.05596. but if i calculate e^(-0.05596*10), i get approximately 0.5714, and 70*0.5714≈40, so 20+40=60. correct!
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@fatima_03
haha yes modeling is like Lego but with more math and less fun 😂
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