Euler-Lagrange equation — derivation
4.10.13· Maths › Advanced Topics (Elite Level)
HUM kya optimize kar rahe hain?
Classic example: do points ke beech sabse chhota raasta mein hota hai, kyunki arc length hai. Hum chahte hain woh jo ise sabse chhota banaye.
Recall Ordinary calculus yeh directly kyun nahi kar sakta?
Kyunki ek number nahi hai — yeh infinitely many numbers hain (har par ek height). Seedha saari curves par search nahi kar sakta. Hume ek tarika chahiye ki poore curve ko perturb karein aur demand karein ki integral first order tak change na ho.
KAISE: variation trick (derivation from scratch)
Step 1 — Nearby curves ki ek family banao. Maan lo sach mein extremal hai. Ise perturb karo:
Yeh step kyun? Hume poore curve ko wiggle karna hai. ek arbitrary smooth "wiggle shape" hai aur ek chhota dial hai jo wiggle ki size control karta hai. rakhne par true curve wapas milti hai.
Step 2 — Fixed endpoints ka dhyan rakho. Kyunki har competitor ko same endpoints se guzarna hai, aur sab ke liye. Isse yeh enforce hota hai:
Yeh step kyun? Agar kisi endpoint par nonzero hoti, toh perturbed curve required endpoint se chuk jaati — yeh allowed nahi hai.
Step 3 — Functional ko ki ordinary function mein badlo. Kyunki true curve par hai, aur yahi ko extremize karti hai, ordinary function ka par stationary point hona chahiye:
Yeh step kyun? Humne ek infinite-dimensional problem ko 1-D calculus problem mein reduce kar diya! Ab hum ordinary use karte hain.
Step 4 — Integral ke andar differentiate karo. Kyunki aur , aur par evaluate karte hue (toh ):
Yeh step kyun? Chain rule: sirf aur ke through par depend karta hai.
Step 5 — Doosre term ko integration by parts se handle karo taaki apne derivative se azaad ho.
Yeh step kyun? Boundary term Step 2 ki wajah se vanish ho jaata hai (). Isliye endpoint condition matter karti thi. Ab har term mein bare hai.
Step 6 — ko factor out karo.
Step 7 — Calculus of Variations ka Fundamental Lemma apply karo.
Yeh step kyun? arbitrary hai. Agar bracket kahin bhi nonzero hota, hum ek aisa choose kar sakte the jo exactly wahan bump up kare, jisse integral nonzero ho jaata — contradiction. (Steel-man ke liye neeche worked example dekho.)
Useful shortcut: Beltrami identity
Derive karo: ko totally compute karo: E–L equation substitute karo: Toh . Agar :
Worked Examples
Common Mistakes (Steel-manned)
Recall Feynman: ek 12-saal ke bachche ko samjhao
Socho ek wire do nails ke beech moda gaya hai, aur tum woh shape chahte ho jisme ek bead sabse fast neeche slide kare. Tum har shape try nahi kar sakte — infinitely many hain. Toh tum ek shape lete ho aur use thoda sa jiggle karte ho. Agar jiggling se slide-time kam ho jaata hai, toh woh shape best nahi thi — tum jiggling karte rehte. Best shape woh hai jahan tiny jiggles kuch nahi badlate (jaise valley ke bottom par zameen flat hoti hai). "Jiggle kuch nahi badalta" ko ek clean equation mein likhna hi Euler–Lagrange equation deta hai. Yeh "har curve try karo" ko "ek equation solve karo" mein badal deta hai.
Active-Recall Flashcards
Functional kya hota hai?
Euler–Lagrange equation batao.
Derivation mein kyun hona chahiye?
Integration by parts ka kya role hai?
Calculus of variations ka Fundamental Lemma batao.
ek total derivative kyun hai?
Beltrami identity kab apply hoti hai aur kya hai?
ke liye E–L kya deta hai?
ke liye E–L kya deta hai?
Agar endpoints free hoon toh boundary term ka kya hota hai?
Connections
- Calculus of Variations — parent framework
- Principle of Least Action — ka physics origin
- Lagrangian Mechanics — E–L Newton's laws ko generalize karta hai
- Brachistochrone Problem — historic motivating example
- Geodesics — surfaces par shortest paths
- Integration by Parts — key algebraic tool
- Beltrami Identity — first-integral shortcut
- Noether's Theorem — ki symmetries conservation laws deti hain