4.6.16 · Maths › Ordinary Differential Equations
Ek normal constant-coefficient ODE jaise y ′′ + a y ′ + b y = 0 ko exponentials e r x pasand hain kyunki differentiation sirf ek constant se multiply kar deti hai. Cauchy-Euler equation bilkul yahi idea hai lekin multiplicative world ke liye: har term mein x k paired hai k -th derivative ke saath, isliye ek power x m ko differentiate karna use power hi rehne deta hai. Isliye hum e r x ki jagah y = x m guess karte hain.
Naam equidimensional sab kuch bol deta hai: agar x ke units length ke hain, toh har term x k y ( k ) ke same dimensions hain, toh equation ko x ki scale se koi fark nahi padta.
Definition Cauchy-Euler equation (2nd order)
Ek linear ODE jis ki form hai
a x 2 y ′′ + b x y ′ + c y = 0
jahaan a , b , c constants hain aur ==har coefficient mein x ki power us derivative ke order ke barabar hai jo wo multiply karta hai==. (Term x 2 y ′′ , term x 1 y ′ , term x 0 y .) General n -th order version hai ∑ k = 0 n a k x k y ( k ) = 0 .
Defining feature: degree of x = order of derivative . Yahi balance hai jo substitution y = x m ko kaam karwata hai.
y = x m ?
x m ko differentiate karne se m x m − 1 milta hai — yeh power ko 1 se ghata deta hai. Lekin k -th derivative ke aage coefficient x k power ko k se badha deta hai. Toh x k d x k d k x m hamesha ek constant times x m hota hai. Har term collapse hokar ( number ) ⋅ x m ban jaata hai, aur x m factor ho jaata hai, leaving ek pure algebra equation m ke liye.
Try karo y = x m . Toh
y ′ = m x m − 1 , y ′′ = m ( m − 1 ) x m − 2 .
Substitute karo a x 2 y ′′ + b x y ′ + cy = 0 mein:
a x 2 ⋅ m ( m − 1 ) x m − 2 + b x ⋅ m x m − 1 + c x m = 0
Yeh step kyun? Har x -power cancel ho jaati hai: x 2 ⋅ x m − 2 = x m aur x ⋅ x m − 1 = x m . Toh:
[ a m ( m − 1 ) + b m + c ] x m = 0.
x = 0 ke liye hume bracket = 0 chahiye:
Case 1 — distinct real roots m 1 = m 2 :
y = C 1 x m 1 + C 2 x m 2 .
Kyun: do independent power solutions hain, linear combination general hai.
Case 2 — repeated root m 1 = m 2 = m : Humein sirf ek solution x m milta hai. Doosra kahaan se aata hai?
ln x appear karta hai
Constant-coefficient ODEs ke saath analogy se: wahan repeated root deta hai e r x aur x e r x . Substitution x = e t (neeche) Cauchy-Euler ko t mein constant-coefficient ODE mein convert kar deta hai. Wahan repeated root deta hai e m t aur t e m t . Wapas translate karne par (t = ln x ) milta hai x m aur == ( ln x ) x m == .
y = ( C 1 + C 2 ln x ) x m .
Case 3 — complex roots m = α ± i β : x α ± i β = x α x ± i β = x α e ± i β l n x . Euler's formula e i θ = cos θ + i sin θ use karte hue θ = β ln x ke saath:
y = x α [ C 1 cos ( β ln x ) + C 2 sin ( β ln x ) ] .
Intuition WHY yeh substitution
Hume shak hai ki Cauchy-Euler secretly ek constant-coefficient equation hai disguise mein. Disguise hai variable x ; isko undisguise karo x = e t se, yaani t = ln x . Tab "x se multiply karna" ban jaata hai "t ke w.r.t. differentiate karna", jo exactly constant-coefficient world hai.
Maano t = ln x , toh d x d t = x 1 . Chain rule se:
d x d y = x 1 d t d y ⇒ x y ′ = d t d y .
Phir se differentiate karo (product + chain rule):
y ′′ = x 2 1 ( d t 2 d 2 y − d t d y ) ⇒ x 2 y ′′ = d t 2 d 2 y − d t d y .
Yeh step kyun? Inhe a x 2 y ′′ + b x y ′ + cy = 0 mein substitute karne se har x khatam ho jaata hai:
a ( y ¨ − y ˙ ) + b y ˙ + c y = 0 ⟹ a y ¨ + ( b − a ) y ˙ + c y = 0 ,
yeh t mein ek constant-coefficient ODE hai jis ka characteristic equation hai a m 2 + ( b − a ) m + c = 0 — indicial equation se identical . t mein solve karo, phir t = ln x replace karo. Isliye repeated roots produce karte hain t e m t → ( ln x ) x m .
( b − a ) shift bhool jaana
Galat soch: "Characteristic equation bas a m 2 + bm + c = 0 hai, wahi coefficients se."
Kyun sahi lagta hai: Yeh constant-coefficient ODEs mirror karta hai jahaan aap directly coefficients padhte ho.
Fix: x 2 y ′′ term produce karta hai m ( m − 1 ) = m 2 − m , jo extra − am contribute karta hai. Sahi indicial: a m 2 + ( b − a ) m + c = 0 . Hamesha am ( m − 1 ) + bm + c expand karo.
Common mistake Repeated roots ke liye
ln x ki jagah x e ... likhna
Galat: doosra solution x ⋅ x m likhna.
Kyun sahi lagta hai: Constant-coefficient land mein doosra solution x e r x hota hai, toh log "x × " pattern copy kar lete hain.
Fix: "Extra factor" t -world mein rehta hai (t e m t ). t = ln x translate karne se milta hai ( ln x ) x m , na ki x ⋅ x m .
Common mistake Domain ignore karna
Galat: ln x sabhi x ke liye likhna.
Fix: Solutions mein ln x aata hai, valid hai x > 0 ke liye. x < 0 ke liye ∣ x ∣ use karo: x m → ∣ x ∣ m , ln x → ln ∣ x ∣ . Point x = 0 ek singular point hai (y ′′ ka coefficient wahan zero ho jaata hai), toh solutions wahan blow up ho sakte hain.
Recall Feynman: explain to a 12-year-old
Ek special spring puzzle imagine karo jahaan rule same rehta hai chahe aap usse kitna bada ya chota draw karo — isko koi favourite size nahi hai (yahi "equidimensional" hai). Jo springs size ki parwah nahi karte, unki natural shapes bendy waves nahi hoti balki stretchy power curves hoti hain jaise x , x 2 , x 1 . Toh wiggles guess karne ki jagah, hum guess karte hain "x to some power", plug in karte hain, aur poori equation ek choti number-puzzle (ek quadratic) mein simat jaati hai jo batati hai ki kaun si powers fit hoti hain. Agar do powers equal nikalein, toh hum ek ln x chupa ke doosra hidden answer dhundhte hain. Agar imaginary nikalein, toh curve grow hote hue gently spin karta hai — yahi se cos ( ln x ) aur sin ( ln x ) aate hain.
"Equal-dimensions ke liye Powers; auxiliary equation m ( m − 1 ) hai, m 2 nahi."
E quidimensional → E xponent guess x m .
x 2 y ′′ → m ( m − 1 ) , x y ′ → m , y → 1 . Chant karo: "two-eleven, one-em, one" .
Roots: R eal distinct = two powers, R epeated = ln x chidko, R otating (complex) = cos / sin of ln x .
Kaun sa substitution Cauchy-Euler equation ko constant-coefficient mein convert karta hai? x = e t , yaani t = ln x .
a x 2 y ′′ + b x y ′ + cy = 0 ke liye, indicial equation kya hai?am ( m − 1 ) + bm + c = 0 , yaani a m 2 + ( b − a ) m + c = 0 .
y = x m guess karna kyun kaam karta hai?x k d x k d k x m hamesha ek constant times x m hota hai, toh har term collapse hokar (number)⋅ x m ban jaata hai.
Distinct real roots m 1 , m 2 ke liye general solution? y = C 1 x m 1 + C 2 x m 2 .
Repeated root m ke liye general solution? y = ( C 1 + C 2 ln x ) x m .
Complex roots α ± i β ke liye general solution? y = x α [ C 1 cos ( β ln x ) + C 2 sin ( β ln x )] .
Repeated-root case mein ln x kahaan se aata hai? t -world mein t e m t doosre solution se; t = ln x .
Isse "equidimensional" kyun kehte hain? Har term x k y ( k ) ke same physical dimensions hote hain, toh equation scale-invariant hai.
x 2 y ′′ ko t = ln x derivatives ke terms mein kya likhte hain?y ¨ − y ˙ (aur x y ′ = y ˙ ).
Kya x = 0 ek regular point hai? Nahi, yeh ek singular point hai — leading coefficient a x 2 wahan vanish ho jaata hai.
Constant-Coefficient Linear ODEs — Cauchy-Euler x = e t ke zariye ek ban jaata hai.
Characteristic / Auxiliary Equation — same role, yahan yeh indicial equation hai.
Euler's Formula — x i β ko real cos ( ln x ) , sin ( ln x ) mein convert karta hai.
Reduction of Order — ln x doosre solution tak pahunchne ka alternate route.
Frobenius Method & Regular Singular Points — Cauchy-Euler sabse simple regular singular point hai; indicial equation yahan generalize hoti hai.
Variation of Parameters — non-homogeneous case ke liye.
substitute, x powers cancel
repeated root gives t e^mt
degree of x = derivative order
Indicial equation a m^2 + b-a m + c = 0
y = C1 + C2 ln x times x^m
y = x^a cos and sin of b ln x
constant-coefficient ODE in t