4.3.16 · D1 · Maths › Calculus III — Sequences & Series › Taylor series — derivation from power series
Agar ek tedhi-medhi function kisi point ke paas secretly ek infinite polynomial jaisi behave karti hai, toh us ek point par uski height, slope, curvature, aur har baari ki wiggle ko match karna us polynomial ke har coefficient ko force kar deta hai. Yeh page — bilkul scratch se — woh exact symbols aur pictures build karta hai jo us "matching" ke sense banane se pehle tumhe chahiye.
Parent note Taylor series — derivation from power series padhne se pehle, tumhe neeche di gayi das choti ideas khud se samajhni hogi. Hum strictly order mein chalte hain: koi cheez tab tak nahi aayegi jab tak woh define aur draw na ho jaaye.
Ek function f ek aisa rule hai jo ek input number x leta hai aur exactly ek output number deta hai, jise f ( x ) likha jaata hai. Padho "f of x ".
Picture. x ko horizontal axis par rakho. Output f ( x ) us point ke upar (ya neeche) ki ek height hai. x ko left-to-right sweep karo aur heights ek curve trace karti hain.
Topic ko yeh kyun chahiye. Taylor series ek curve copy karne ke baare mein hai. Jo cheez hum copy karte hain woh exactly yeh height machine f ( x ) hai.
a
a ek aisa fixed input hai jiske baare mein hum sabse zyada care karte hain. Yeh x -axis par woh jagah hai jahan hamari polynomial copy real curve se glue hogi.
Picture. x -axis par x = a par ek single dot mark karo. Jo kuch bhi hum karte hain woh us dot ke paas hota hai.
Kyun. Ek Taylor series sirf ek jagah ke paas accurate hone ka promise karti hai. Woh jagah a hai.
Picture. a par khade ho jaao. Agar x daayein hai, toh ( x − a ) ek chota positive step hai; baayein hai toh negative hai; aur ( x − a ) = 0 exactly centre par hota hai.
Intuition Exactly yeh combination kyun?
Jab x , a ke close hota hai, toh number ( x − a ) tiny hota hai (maano 0.1 ). Tab ( x − a ) 2 = 0.01 , ( x − a ) 3 = 0.001 … har power dramatically choti hoti jaati hai. Isliye "centre ke paas pehle kuch terms dominate karte hain." Ek chote number ki powers zero ki taraf collapse ho jaati hain.
Definition Power notation
x n ka matlab hai "x ko khud se n baar multiply karo". x 0 = 1 (convention se: ek empty product 1 hota hai), x 1 = x , x 2 = x ⋅ x , aur aise hi aage.
Kyun. Hamari copy ( x − a ) 0 , ( x − a ) 1 , ( x − a ) 2 , … pieces se bani hai — flat piece, sloped piece, curved piece, ... . Har power n ek "shape ingredient" hai.
c n ek constant number hai jo n -th ingredient ko scale karta hai. Poori polynomial copy hai
c 0 + c 1 ( x − a ) + c 2 ( x − a ) 2 + c 3 ( x − a ) 3 + ⋯
Picture. Ek mixing desk socho. c 0 base height set karta hai, c 1 tilt set karta hai, c 2 bend set karta hai. Har dial ghumaana badalta hai ki us ingredient ka kitna hissa jaata hai.
Intuition Poora topic ek sentence mein
Parent note iska jawab deta hai: "Agar yeh mixture f ke barabar hona chahiye, toh har dial c n kahan set honi chahiye?" Jawab forced nikalta hai — koi freedom nahi hai.
Definition Subscript / index
c n mein jo chota number hai woh ek subscript hai — ek label, na ki power. c 2 hai "2nd coefficient", na ki "c squared". Letter n ek counter hai jo 0 , 1 , 2 , 3 , … mein chalta hai.
Kyun. Hume "general n -th term" ke baare mein ek saath baat karni hai, na ki infinitely many lines likhni hain.
Definition Summation symbol
∑ n = 0 ∞ T n means T 0 + T 1 + T 2 + T 3 + ⋯
Neeche n = 0 kehta hai "counter ko 0 se shuru karo"; upar ∞ kehta hai "kabhi mat ruko"; T n ek typical term ka recipe hai.
Picture. Ek conveyor belt: counter n clicks 0 , 1 , 2 , … aur har click ek term T n ek running total mein daalta hai.
Kyun. Taylor series literally n = 0 ∑ ∞ c n ( x − a ) n hai. ∑ ke bina hum ek infinite sum ek line mein nahi likh sakte.
Definition First derivative
f ′ ( x ) (padho "f prime of x ") curve ki slope hai x par: height wahan kitni tezi se change ho rahi hai.
Picture. Curve mein kisi point par tab tak zoom karo jab tak woh seedhi naa lage. f ′ ( x ) us chote seedhe segment ki steepness hai — tangent line ka rise over run.
Intuition Derivatives kyun at all?
Ek curve copy karne ke liye tum sirf uski height match nahi karte. Tum uski tilt match karte ho (1st derivative), phir uski bend (2nd derivative), phir bend kaise change hoti hai (3rd), ... Har derivative shape ki ek finer feature capture karta hai. "Sirf height + tilt match karna" wale case ke liye Linear approximation & differentials dekho.
f ( n ) power nahi hai
Galat: f ( 4 ) ( x ) ko "f ( x ) to the fourth power" padh lena.
Fix: Bracket wala ( 4 ) matlab hai "4 baar differentiate kiya gaya". Koi exponent involved nahi hai. Brackets exactly isliye hain taaki tumhe pata chale yeh power nahi hai.
Kyun. Parent derivation mein, f ( n ) ( a ) evaluate karna hi n -th coefficient ko pin down karta hai.
n ! = n ⋅ ( n − 1 ) ⋅ ( n − 2 ) ⋯ 3 ⋅ 2 ⋅ 1 , special rule ke saath 0 ! = 1 .
Examples: 1 ! = 1 , 2 ! = 2 , 3 ! = 6 , 4 ! = 24 , 5 ! = 120 .
Picture. Factors ki ek descending staircase: n se shuru karo aur 1 tak step down karte jao, har step par multiply karte jao.
Intuition Factorial kyun aata hai (preview)
Jab bhi tum ( x − a ) n differentiate karte ho, current exponent ek multiplier ke roop mein front mein aa jaata hai: n , phir n − 1 , phir n − 2 … n baar karo aur woh pulled-off numbers exactly n ! multiply karke dete hain. Coefficient ko n ! se divide karna is pile-up ko cleanly cancel kar deta hai. Poora argument parent note mein hai.
x = a
f ′ ( a ) likhne ka matlab hai "derivative ka rule compute karo, phir ek number a plug in karo." Result sirf ek number hota hai, function nahi.
Intuition Yeh terms kyun kill karta hai
Constant wale ko chhodkar har ingredient mein ( x − a ) ka factor hota hai. x = a set karo aur ( x − a ) = 0 ho jaata hai, toh woh saari terms vanish ho jaati hain — sirf constant bachta hai. Yeh "ek survivor" hi hai jisse har coefficient isolate hota hai. Yeh freeze-and-survive move poori derivation ka engine hai.
Function f of x = height machine
Powers x minus a to the n
Coefficients c_n = mixing dials
Sigma sum = add all terms
Derivative f prime = slope
Evaluate at x = a = freeze trick
Taylor coefficient c_n = f n at a over n!
Khud test karo — right side cover karo aur zyaaban se jawab do.
f ( x ) geometrically kya represent karta hai?Point x ke upar curve ki height.
Centre a kya hai? Woh fixed point jahan polynomial copy curve se glued hai; accuracy wahaan sabse best hoti hai.
( x − a ) kya measure karta hai, aur centre par yeh kya hota hai?a se x tak ki signed distance; x = a par yeh 0 ke barabar hota hai.
Higher powers ( x − a ) n centre ke paas kyun shrink karte hain? Kyunki ( x − a ) wahaan ek chota number hota hai, aur ek chote number ki powers 0 ki taraf collapse ho jaati hain.
c 2 mein 2 koi power hai?Nahi — yeh ek subscript label hai jiska matlab hai "2nd coefficient".
∑ n = 0 ∞ T n ka kya matlab hai?T 0 + T 1 + T 2 + ⋯ , har counter value par ek term add karte hue hamesha ke liye.
f ′ ( x ) curve ke baare mein kya batata hai?x par uski slope (steepness).
f ′′ ( x ) kya capture karta hai?Curvature — slope khud kitni tezi se change ho rahi hai.
Kya f ( n ) ka matlab power hai? Nahi — iska matlab hai n baar differentiate karo.
4 ! aur 0 ! compute karo.4 ! = 24 aur 0 ! = 1 .
x = a set karna almost sab terms ko kyun kill kar deta hai?Constant ko chhodkar har term mein ( x − a ) ka factor hota hai, jo x = a par 0 ho jaata hai.
Parent: Taylor series — derivation
Linear approximation & differentials (sirf height + slope match karna)
Geometric series (simplest power series: saare c n = 1 )
Power series — radius & interval of convergence (jab infinite sum allowed bhi ho)
Maclaurin series — common expansions (a = 0 wala case jo pehle milta hai)