4.1.24 · Maths › Calculus I — Limits & Derivatives
Ek derivative measure karta hai kitni tezi se kuch change hota hai . Lekin rate of change khud bhi change ho sakta hai! Isliye hum derivative ka bhi derivative le sakte hain. Yeh baar baar karne se milte hain higher-order derivatives . Har ek ek aur gehri layer kholta hai: position → velocity → acceleration → jerk → ...
Definition Higher-order derivative
Agar f differentiable hai, toh uski derivative f ′ khud bhi ek function hai. Agar f ′ differentiable hai, toh hum dobara differentiate karke second derivative f ′′ paa sakte hain. Generally n -th derivative f ko kul ==n baar== differentiate karke milti hai:
f ( n ) ( x ) = d x d [ f ( n − 1 ) ( x ) ] , f ( 0 ) = f .
KYUN zaroori hai? Kyunki pehli derivative sirf slope batati hai. Yeh jaanne ke liye ki wo slope tez ho rahi hai ya dheemi (curvature, acceleration, concavity), aapko second derivative chahiye — aur aise hi aage.
Leibniz d x 2 d 2 y KYUN likhta hai? Isko ( d x d ) 2 y ke roop mein samjho: operator d x d ko do baar apply karo. Upar ka "2 " batata hai kitne d hain; neeche ka "2 " batata hai kitne d x hain — yeh y ya x ki power nahi hai, yeh operator ko do baar apply karne ka hisaab hai.
Common mistake Steel-man: "
d x 2 d 2 y ka matlab ( d x d y ) 2 hai"
Kyun sahi lagta hai: superscript 2 dekh ke squaring jaisa lagta hai, aur d x 2 bhi ( d x ) 2 jaisa dikhta hai.
Galti ka sudhaar: yeh square nahi hai. d x 2 d 2 y = d x d ( d x d y ) — second derivative hai, pehli derivative ka square nahi. y = x 3 ke liye: d x d y = 3 x 2 , toh ( d x d y ) 2 = 9 x 4 , lekin d x 2 d 2 y = 6 x . Bilkul alag!
Intuition Position source hai; baaki sab uski derivatives hain
Maano s ( t ) time ka function position hai. Har time-derivative ka ek physically named quantity hota hai:
s ( t ) ki Derivative
Naam
Matlab
s
position
aap kahan ho
s ′ = v
velocity
position kitni tezi se change ho rahi hai
s ′′ = a
acceleration
velocity kitni tezi se change ho rahi hai
s ′′′ = j
jerk
acceleration kitni tezi se change ho rahi hai
Intuition Second derivative =
concavity / curvature
Kisi bhi graph y = f ( x ) ke liye, f ′′ ka sign aapko bend batata hai:
f ′′ > 0 : slope badh raha hai → curve upar ki taraf mur raha hai (concave up, jaise ek cup ⌣ ).
f ′′ < 0 : slope ghad raha hai → curve neeche ki taraf mur raha hai (concave down ⌢ ).
f ′′ = 0 with sign change: inflection point .
Worked example Example 2 — Position se Acceleration
Ek particle s ( t ) = t 3 − 6 t 2 + 9 t (metres, seconds) ke saath move karta hai. v , a nikalo, aur batao ki acceleration kab zero hai.
v ( t ) = s ′ ( t ) = 3 t 2 − 12 t + 9 — Kyun? Term-by-term differentiate karo.
a ( t ) = v ′ ( t ) = 6 t − 12 — Kyun? Velocity differentiate karo = s ki second derivative.
a = 0 ⇒ 6 t − 12 = 0 ⇒ t = 2 s — Kyun? Acceleration zero wahan hota hai jahan velocity change hona band ho jaati hai (velocity extremum).
Worked example Example 3 — Trig recursion (pattern!)
Maano f ( x ) = sin x .
f ′ = cos x , f ′′ = − sin x , f ′′′ = − cos x , f ( 4 ) = sin x .
Yeh kyun important hai: derivatives period 4 ke saath cycle karte hain . Toh f ( n ) ( x ) = sin ( x + 2 nπ ) .
n = 2 check karo: sin ( x + π ) = − sin x ✓.
Worked example Example 4 — Second derivative concavity reveal karta hai
f ( x ) = x 3 . Toh f ′′ ( x ) = 6 x .
x < 0 ke liye: f ′′ < 0 → concave down. x > 0 ke liye: f ′′ > 0 → concave up. x = 0 par: inflection point. Kyun? Bending direction bilkul wahan flip hoti hai jahan f ′′ apna sign badalta hai.
"Please Visit A Jolly Snack Court" — P osition, V elocity, A cceleration, J erk, S nap, C rackle (5th aur 6th derivatives ko sach mein snap, crackle, pop kehte hain!).
Recall Feynman: ek 12-saal ke bacche ko explain karo
Socho tum ek car mein ho. Kahan ho road par — woh hai position . Kitni tezi se chal rahe ho — woh hai velocity . Jab tum gas dabate ho aur seat mein dhakka lagta hai, woh "tezi aane" ki feeling hai acceleration — yeh tumhari speed ka change hai. Ab agar tum achanak pedal itni zyada dabao ki woh dhakka khud uchhal jaaye, woh jolt hai jerk . Har ek bas "pehli cheez kitni tezi se change ho rahi hai?" hai. Maths mein bhi exactly yehi hota hai: ek derivative lete ho, phir us ki bhi derivative lete ho, baar baar. Aasaan!
d x 2 d 2 y ka asal matlab kiya hai (words mein)?
Position ki second time-derivative ka physical naam kiya hai?
f ′′ ka sign kisi graph ke baare mein kiya batata hai?
f ( x ) = x 4 ke liye f ( 5 ) ( x ) kiya hai, aur kyun?
The n -th derivative f ( n ) is defined as f ko kul n baar differentiate karne ka result: f ( n ) = d x d f ( n − 1 ) .
d x 2 d 2 y meansd x d ko do baar apply karo — derivative ki derivative — NOT ( d y / d x ) 2 .
Second time-derivative of position is called acceleration, a = s ¨ = d t 2 d 2 s .
Third time-derivative of position is called jerk, j = s ... = d t 3 d 3 s .
f ′′ > 0 on an interval means the graph isconcave up (slope badh raha hai, cup shape ⌣ ).
f ′′ < 0 means the graph isconcave down (slope ghad raha hai, ⌢ ).
An inflection point occurs where f ′′ apna sign badalta hai (aksar f ′′ = 0 par).
The n -th derivative of sin x equals sin ( x + 2 nπ ) — derivatives period 4 ke saath cycle karte hain.
For f ( x ) = x 4 , f ( 5 ) ( x ) = 0 — degree-n polynomial n + 1 derivatives ke baad zero ho jaata hai.
Why is d x 2 d 2 y = ( d x d y ) 2 ? Superscripts operator applications count karte hain, powers nahi; jaise x 3 ke liye yeh 6 x vs 9 x 4 dete hain.
Notations: Lagrange, Leibniz, Newton
Mistake: d2y/dx2 = squared