4.6.13 · Maths › Ordinary Differential Equations
Topic: Second-order linear homogeneous ODE with constant coefficients , jab characteristic equation mein complex conjugate pair of roots ho.
Hum study karte hain:
a y ′′ + b y ′ + cy = 0 , a , b , c ∈ R , a = 0
jiska characteristic equation hai a m 2 + bm + c = 0 .
Definition Characteristic equation ke teen cases
a m 2 + bm + c = 0 ke liye, discriminant Δ = b 2 − 4 a c decide karta hai:
Δ > 0 : do real distinct roots (Case 1).
Δ = 0 : ek repeated real root (Case 2).
Δ < 0 : complex conjugate roots ==m = α ± i β == (Case 3, yahi note hai).
Intuition Complex roots pairs mein kyun aate hain
Coefficients a , b , c real hain. Real coefficients wale polynomial mein akela complex root nahi ho sakta — agar α + i β ek root hai, toh uska conjugate α − i β bhi 0 deta hai, kyunki conjugation, reals ke + , × ke saath commute karta hai. Isliye complex roots hamesha conjugate pair ke roop mein saath aate hain.
Quadratic formula se:
m = 2 a − b ± b 2 − 4 a c = α 2 a − b ± i β 2 a 4 a c − b 2
Toh α = − 2 a b aur β = 2 a 4 a c − b 2 > 0 (kyunki Δ < 0 se 4 a c − b 2 > 0 hota hai).
Mechanically, exponential method phir bhi do solutions deta hai:
y 1 = e ( α + i β ) x , y 2 = e ( α − i β ) x .
Lekin ye complex-valued hain. Real-world ODE ke liye hume real solutions chahiye. Inhe kaise nikale? Yahaan Euler's formula hamare kaam aata hai.
e i θ kyun sine + cosine hona chahiye
Hum e i θ ko uski Maclaurin series se define karte hain (yahi e x ka imaginary inputs tak extend karne ka ek sensible tarika hai jo d θ d e i θ = i e i θ property rakhta hai). Phir dekho i ki powers ka cycle: i 0 = 1 , i 1 = i , i 2 = − 1 , i 3 = − i , i 4 = 1 , … — bilkul wahi rhythm jo cosine aur sine ka hai.
e i θ = ∑ n = 0 ∞ n ! ( i θ ) n = ∑ n ! i n θ n
Even n = 2 k (real, i 2 k = ( − 1 ) k ) aur odd n = 2 k + 1 (imaginary, i 2 k + 1 = ( − 1 ) k i ) mein split karo:
e i θ = = c o s θ k = 0 ∑ ∞ ( 2 k )! ( − 1 ) k θ 2 k + i = s i n θ k = 0 ∑ ∞ ( 2 k + 1 )! ( − 1 ) k θ 2 k + 1
Euler use karke har complex solution likho. Kyunki e ( α ± i β ) x = e α x e ± i β x :
y 1 = e α x ( cos β x + i sin β x ) , y 2 = e α x ( cos β x − i sin β x ) .
Intuition Solutions ko recombine kyun kar sakte hain
ODE linear aur homogeneous hai, isliye solutions ka koi bhi linear combination phir se ek solution hoga (superposition). Hum aisi combinations choose karte hain jo i ko cancel kar dein aur purely real functions chhodd dein.
Do real solutions banao (ye khud superposition se solutions hain):
u = 2 1 ( y 1 + y 2 ) = e α x cos β x
v = 2 i 1 ( y 1 − y 2 ) = e α x sin β x
Ye real hain, non-proportional hain (linearly independent — neeche Wronskian check karo), isliye ye ek basis banate hain.
Intuition Physical reading (dual coding)
e α x envelope hai; cos β x , sin β x wiggle hain. Agar α < 0 → damped oscillation (springs, RLC circuits). Agar α = 0 → pure oscillation (simple harmonic). Agar α > 0 → growing oscillation .
u , v sach mein solution space span karte hain
u = e α x cos β x , v = e α x sin β x .
W = u u ′ v v ′
Direct computation se milta hai W = β e 2 α x .
Ye step kyun? Kyunki β = 0 aur e 2 α x > 0 , isliye W = 0 har jagah → independent → valid basis. ✔
Worked example Example 1 — pure oscillation:
y ′′ + 9 y = 0
Step 1. Characteristic: m 2 + 9 = 0 . Kyun? y ′′ → m 2 , y → 1 replace karo.
Step 2. m 2 = − 9 ⇒ m = ± 3 i , toh α = 0 , β = 3 . Kyun? − 9 = 3 i .
Step 3. y = e 0 ⋅ x ( C 1 cos 3 x + C 2 sin 3 x ) = C 1 cos 3 x + C 2 sin 3 x . Kyun? α = 0 envelope ko khatam kar deta hai → undamped SHM of frequency 3 .
Worked example Example 2 — damped oscillation:
y ′′ + 2 y ′ + 5 y = 0
Step 1. m 2 + 2 m + 5 = 0 .
Step 2. m = 2 − 2 ± 4 − 20 = 2 − 2 ± − 16 = − 1 ± 2 i . Kyun? Δ = − 16 < 0 , − 16 = 4 i .
Step 3. α = − 1 , β = 2 → y = e − x ( C 1 cos 2 x + C 2 sin 2 x ) . Kyun? α = − 1 < 0 → amplitude e − x ki tarah decay karta hai; oscillation period 2 π /2 = π .
Worked example Example 3 — initial conditions ke saath (IVP)
Solve karo y ′′ + 4 y = 0 , y ( 0 ) = 2 , y ′ ( 0 ) = 6 .
Step 1. m = ± 2 i ⇒ y = C 1 cos 2 x + C 2 sin 2 x .
Step 2. y ( 0 ) = C 1 = 2 . Kyun? cos 0 = 1 , sin 0 = 0 .
Step 3. y ′ = − 2 C 1 sin 2 x + 2 C 2 cos 2 x , toh y ′ ( 0 ) = 2 C 2 = 6 ⇒ C 2 = 3 . Kyun? differentiate karo phir x = 0 daalo.
Answer: y = 2 cos 2 x + 3 sin 2 x .
Common mistake "Roots complex hain, toh main
y = C 1 e ( α + i β ) x + C 2 e ( α − i β ) x likh ke ruk jaunga."
Kyun sahi lagta hai: ye exponential method ka literal output hai, aur ye ek valid complex general solution hai . Fix: real ODE ke liye hume real solutions chahiye; Euler apply karo aur combine karo taaki e α x ( C 1 cos β x + C 2 sin β x ) mile. (Complex form sahi hai lekin complex constants C 1 , C ˉ 1 ke saath; real form hi expected hai.)
Common mistake Imaginary part ko exponential ke growth rate mein daalna.
Kyun sahi lagta hai: "m = α + i β , toh e m x = e α x e i β x — shayad β bhi envelope ko scale karta hai." Fix: ∣ e i β x ∣ = 1 hamesha (ye ek rotation hai, scaling nahi). Sirf real part α amplitude change karta hai; β sirf frequency set karta hai.
α = 0 hone par e α x bhool jaana.
Students y = C 1 cos β x + C 2 sin β x likhte hain jab bhi α = 0 ho. Fix: ye sirf tab valid hai jab α = 0 ho (pure imaginary roots). Envelope e α x hamesha saath rakho.
β ko negative lena ya galat sign dena.
Fix: cos even hai aur sin odd hai; β mein sign flip sirf C 2 → − C 2 relabel karta hai. Convention ke liye β = 2 a 4 a c − b 2 > 0 lo — constant sign absorb kar leta hai.
Δ = b 2 − 4 a c par kondi condition Case 3 deti hai?Δ < 0 (negative discriminant) → complex conjugate roots.
Real-coefficient quadratic mein complex roots conjugate pairs mein kyun aane chahiye? Real coefficients conjugation ke saath commute karte hain, isliye agar α + i β ek root hai, toh equation ko conjugate karne par α − i β bhi root nikalta hai.
Euler's formula batao. e i θ = cos θ + i sin θ .
Roots m = α ± i β ke liye real general solution likho. y = e α x ( C 1 cos β x + C 2 sin β x ) .
y = e α x ( C 1 cos β x + C 2 sin β x ) mein α kya control karta hai?Growth/decay envelope e α x (time ke saath amplitude).
β kya control karta hai?Oscillation frequency; period = 2 π / β .
e ( α ± i β ) x se real solutions kaise nikaalte hain?u = 2 1 ( y 1 + y 2 ) = e α x cos β x aur v = 2 i 1 ( y 1 − y 2 ) = e α x sin β x lo superposition se.
y ′′ + 9 y = 0 solve karo.m = ± 3 i , y = C 1 cos 3 x + C 2 sin 3 x .
y ′′ + 2 y ′ + 5 y = 0 ke roots aur solution?m = − 1 ± 2 i ; y = e − x ( C 1 cos 2 x + C 2 sin 2 x ) .
∣ e i β x ∣ = 1 kyun hai?cos 2 + sin 2 = 1 ; ye unit circle par ek rotation hai, scaling nahi.
e α x cos β x aur e α x sin β x ka Wronskian kya hai?W = β e 2 α x = 0 , jo independence confirm karta hai.
α = 0 physically kya matlab hai?Undamped pure oscillation (simple harmonic motion).
Recall Feynman: 12-saal ke bachche ko explain karo
Ek jhule ki imagine karo. Agar ek baar dhakka do aur chod do, toh wo aage-peeche jhulta hai — yahi cos aur sin wala part hai. Ab agar jhule mein friction ho, toh har baar thoda kam jhulega jab tak ruk na jaye — woh chhotaa hona hi e α x part hai (jisme α negative hai). Math "complex" answers deta hai jo i ki wajah se scary lagte hain, lekin Euler ka magic trick i -wali cheez ko ordinary waves mein badal deta hai: e i θ sirf ek ghoomta hua arrow hai ek clock par jiska shadow sine aur cosine banata hai. Toh complex roots = ek wave (sine/cosine) jo ek growing ya shrinking envelope ke andar liptee hai. Final real answer mein koi imaginary number nahi bachta.
"Alpha Amplitude, Beta Beat."
α → A mplitude envelope e α x . β → B eat (oscillation frequency cos / sin ). Aur Euler ne i kha liya: e i θ = cos + i sin .
Characteristic am^2+bm+c=0
Complex roots alpha ± i beta
Complex solutions e^ alpha±ibeta x
Maclaurin series of e^i theta
Euler e^i theta = cos + i sin
Linear recombination cancels i
y = e^ alpha x C1 cos beta x + C2 sin beta x