2.1.16 · D1 · Physics › Analytical Mechanics › Canonical transformations — generating functions
Ek canonical transformation bas "sab possible states ke space" ke har point ko naya label dena hai — taaki future predict karne wali machine (Hamilton's equations) bilkul usi tarah kaam kare. Ek akela scalar recipe — generating function — batata hai kaise relabel karo bina un rules ko todte.
Parent note padhne se pehle, tumhe un shabdon mein fluent hona chahiye jo wahan use hote hain: phase space , coordinate , momentum , Hamiltonian , partial derivative , total time derivative , variation , new variables ( Q , P ) , generating function , Legendre transform , aur Poisson bracket . Yeh page inhe ek-ek karke scratch se build karta hai, ek aisi order mein jahan har symbol kamate hue aata hai use kiye jaane se pehle.
Definition Generalized coordinate
q
q ek number (ya numbers ki list q 1 , q 2 , … ) hai jo ek system kahan hai, ek instant mein, completely pin down karta hai . Wire par ek bead ke liye yeh wire ke saath distance hai; pendulum ke liye yeh swing ka angle hai.
Ek single number line imagine karo. Uspar q position par baiTha dot hi poora configuration hai.
Intuition "Generalized" kyun?
Yeh word ka matlab hai ki hum x , y , z par insist nahi karte. Pendulum ka natural coordinate angle hai, length nahi. Hum jo bhi number sabse convenient ho choose karte hain — wahi freedom is topic ka poora point hai.
Definition Conjugate momentum
p
p ek doosra number hai jo batata hai system kaise change ho raha hai — loosely, q ki direction mein uski "motion ki matra". Ek simple mass ke liye, p = m q ˙ (mass times velocity).
Yahan q ˙ (paRho "q -dot") notation ka hamara pehla tukda hai:
Definition Dot = time mein change ka rate
q ˙ ka matlab hai d t d q : q har second kitni tezi se change hota hai. Agar q metres mein measured hai, to q ˙ metres per second mein hai. Do dots q ¨ = acceleration.
Intuition Momentum ke units (yeh ek baar karo, hamesha yaad rakho)
Agar q metres (m) mein hai aur mass m kilograms (kg) mein hai, to p = m q ˙ ke units hain
[ p ] = kg ⋅ s m = kg ⋅ m ⋅ s − 1 .
To position aur uska conjugate momentum alag units rakhte hain — yeh fact usi moment mein matter karta hai jab tum q aur p ko ek transformation mein mix karna shuru karte ho.
Position akele future predict nahi kar sakti: neeche wala pendulum left, right move kar raha ho sakta hai, ya rest kar raha ho sakta hai. Tumhe dono chahiye — kahan hai aur kaise move kar raha hai. To inhe saath plot karo.
Intuition Upar ki figure mein kya notice karna hai
Violet oval ek system ki poori history hai — ek closed loop matlab motion repeat hota hai. Akela magenta dot state hai abhi : iska horizontal position q batata hai, uski height p batata hai. Orange arrow dikhata hai ki dot loop par creep karta hai jaise time ticks karta hai. Picture ko paRho jaise "future is a walk along this curve."
Ek plane (ya higher-dimensional space) jiska horizontal axis q hai aur vertical axis p hai. Ek dot = system ki ek complete state abhi. Jaise time guzarta hai, dot ek curve trace karta hai — system ki history.
Intuition Isko kyun chahiye
Newton ko x aur v chahiye tha; Hamilton unhe ek point ( q , p ) ki tarah package karta hai. Is topic ki genius yeh hai ki ek canonical transformation hume usi plane par naye axes par le jaata hai — dots ka relabelling, physics ka change nahi. Un naye axes ke apne naam hain, jo hum aage introduce karte hain.
Definition New canonical variables
Q , P
Capital Q i = Q i ( q , p , t ) aur P i = P i ( q , p , t ) brand-new coordinates aur momenta hain — har ek purane ( q , p ) se bana ek formula hai (aur sambhavtah time t bhi). Yeh usi phase-space ke dots ko alag numbers se label karte hain, bilkul jaise ek purane map par ek naya grid bichhana.
Intuition Capitals kyun, aur kyun bother karna?
Capital letters bas ek bookkeeping habit hai: lower-case = purane labels, upper-case = naye labels. Hum bother karte hain kyunki ek clever regrid motion ko boring bana sakta hai — ek tangled curve ki jagah ek seedhi line. Parent note ka poora payoff (oscillator ko bina differential equation ke solve karna) ( Q , P ) achhe se choose karne se aata hai.
Q phir bhi ek length hona chahiye aur P ek momentum."
Kyun sahi lagta hai: letters q , p ki echo karte hain. Fix: ek transformation ke baad, Q ek angle ho sakta hai aur P ek action (energy over frequency). "Coordinate" aur "momentum" words sirf is sense mein bachte hain ki woh wahi roles play karte hain jo q aur p ne Hamilton's equations mein play kiye the — units ke baare mein kuch bhi guaranteed nahi hai.
H ( q , p , t )
Current state ( q , p ) se computed ek single number — almost always total energy (kinetic + potential) q aur p ke terms mein likha hua. Example: ek spring ke liye H = 2 m p 2 + 2 1 m ω 2 q 2 .
Intuition Picture: phase space par ek height map
Phase space ko ek floor imagine karo aur H ko har point ke upar ek height — hills aur valleys. State-dot is landscape par slide karta hai, aur H batata hai kaunsi direction mein jaana hai. Ek canonical transformation ke baad hume ek naya landscape milta hai, traditionally K ( Q , P , t ) kaha jaata hai — naye grid par dekha gaya wahi physics.
H kaafi saare inputs par depend karta hai (q , p , shayad t bhi). Yeh poochne ke liye "agar main sirf p nudge karun to H kaise change hoga?" hume ek aisi derivative chahiye jo dusron ko fixed rakhe.
Definition Partial derivative
∂ p ∂ H
H ki slope jab tum p ko thodi si matra se baRhaate ho jabki q aur t frozen rakhte ho . Curly ∂ (seedha d nahi) flag hai jo kehta hai "doosre variables constant rakhe hain."
Intuition Upar ki figure mein kya notice karna hai
Violet bowl energy surface H hai jo q , p floor ke upar baiTha hai. Magenta curve woh hai jo tumhe milta hai jab tum bowl ko fixed q ki line ke saath slice karte ho aur sirf p vary karne dete ho. Us single curve ki steepness ∂ H / ∂ p hai — sirf ek axis ke saath measured slope, poori surface par nahi.
Intuition Partial kyun aur ordinary
d kyun nahi?
Phase space mein ek se zyada direction hai. "Slope" meaningless hai jab tak tum nahi bolte kis axis ke saath . ∂ / ∂ q = east walk karte hue slope; ∂ / ∂ p = north walk karte hue slope. Yahi woh notation hai jisse Hamilton's equations q ˙ = ∂ H / ∂ p , p ˙ = − ∂ H / ∂ q bani hain.
Parent topic ka poora quest yeh hai: ( q , p ) → ( Q , P ) change karo taaki yeh do equations apna exact shape rakhen , ek possibly naye landscape K ke saath:
Q ˙ = ∂ P ∂ K , P ˙ = − ∂ Q ∂ K .
Jo transformation yeh kar le woh canonical kahlata hai. Poori derivation ke liye Hamilton's equations dekho.
Yeh woh object hai jiske aaspaas poora parent note ghoomta hai, saaf taur par stated taaki baad mein kuch bhi surprise na kare.
Definition Generating function
F
Ek single scalar function — ek recipe — jisse poora transformation ( q , p ) → ( Q , P ) derivatives leke nikala jaata hai. Tum naye variables guess nahi karte; tum ek F likhte ho aur unhe derive karte ho.
Intuition Chaar "types" ka matlab (numbering scheme)
F ko ek old aur ek new variable par depend karna chahiye per degree of freedom. Us pair ko choose karne ke exactly char tarike hain, isliye char types hain:
Type 1: F 1 ( q , Q ) — old coordinate, new coordinate.
Type 2: F 2 ( q , P ) — old coordinate, new momentum.
Type 3: F 3 ( p , Q ) — old momentum, new coordinate.
Type 4: F 4 ( p , P ) — old momentum, new momentum.
F par subscript bas yeh catalogue number hai. Hum F 1 se ("old q , new Q " recipe) agle do sections mein dobara milenge; baaki neeche wale swap trick se bante hain.
Master relation mein d t d F hai. Yeh partial se alag hai, aur inhe mix karna sab kuch bigaR deta hai.
Definition Total vs partial time derivative
Agar F = F 1 ( q , Q , t ) hai aur q , Q khud time ke saath change hote hain, to
d t d F = ∂ q ∂ F q ˙ + ∂ Q ∂ F Q ˙ + ∂ t ∂ F .
Total d / d t time ke sab tarike count karta hai — directly t ke through, aur indirectly moving variables ke through. Partial ∂ F / ∂ t sirf direct route count karta hai (variables frozen).
d F / d t aur ∂ F / ∂ t ko confuse karna
Yeh sirf tab agree karte hain jab q aur Q move na karein — jo woh hamesha karte hain. Section 8 ka rule K = H + ∂ F / ∂ t partial use karta hai; master relation total use karta hai. Inhe straight rakhna hi poora game hai.
Definition Variation symbol
δ
δ ka matlab hai "thodi alag trajectory imagine karo, same start aur end points ke beech, aur poochho ki koi quantity kaise change hoti hai." δ ∫ ( … ) d t = 0 kehta hai ki sachi path integral ko stationary banati hai (saari nearby paths ke beech ek valley ya ridge).
Intuition Upar ki figure mein kya notice karna hai
Navy line ek pinned start dot se ek pinned end dot tak sachi path hai. Dashed magenta/orange/violet curves nearby "imagined" paths hain jo usi do endpoints share karti hain. Kyunki yeh sab ek saath start aur end karti hain, ∫ d t d F d t = F ( end ) − F ( start ) form ki koi bhi cheez har path ke liye identical hai — isliye yeh affect nahi kar sakti ki kaunsi path jeetegi.
Intuition Endpoints kyun pinned hone chahiye (isliye
F allowed hai)
Do integrands d F / d t se differ kar sakne ka reason aur motion change na karne ka yahi hai ki ∫ d t d F d t = F ( end ) − F ( start ) , aur fixed endpoints ke saath uska variation zero hai. Isliye ek generating function legal hai — Section 8 ki master relation poori tarah is fact par tikhi hai.
Type-1 recipe F 1 ( q , Q ) ko Type-2 recipe F 2 ( q , P ) mein badalne ke liye hume new coordinate Q ko new momentum P se trade karna paRega. Woh trade ek Legendre transform hai, aur ise step by step dekhna worthwhile hai.
Definition Legendre swap — step by step
Goal: ek variable Q ko slope P = ∂ F / ∂ Q se replace karo jise hum apne haath mein rakhe.
Shuru karo differentials ke liye product rule se: d ( P Q ) = P d Q + Q d P . (Yeh bas ek product ki derivative hai, d 's ke saath likhi.)
Rearrange karo d Q term isolate karne ke liye: P d Q = d ( P Q ) − Q d P .
PaRho: left side d Q ke terms mein likhi hai; right side d P ke terms mein likhi hai (plus ek clean boundary piece d ( P Q ) ). To "d Q mein" ek term "d P mein" convert ho gayi.
Absorb karo boundary piece d ( P Q ) ko ek naye generator ki definition mein, F 2 = F 1 + P Q . Jo bachta hai woh naturally Q ki jagah P ka function hai.
Yahi poora swap hai: ek variable (Q ) apne conjugate slope (P ) se exchange hota hai, ek bookkeeping term P Q ki cost par.
Intuition Yahi exact trick is topic mein kyun appear hoti hai
F 1 naturally ( q , Q ) mein rehta hai; kuch problems easier hain agar generator ( q , P ) mein rahe. Steps 1–4 hi woh tarika hai jisse tum bina koi physics change kiye char types ke beech legally move karte ho. Deep version ke liye Legendre transformation dekho; yahi trick Lagrangian ko Hamiltonian mein bhi badalta hai.
Definition Poisson bracket (one degree of freedom)
Phase space ke do functions f , g ke liye,
{ f , g } = ∂ q ∂ f ∂ p ∂ g − ∂ p ∂ f ∂ q ∂ g .
Yeh measure karta hai ki do quantities phase space mein kitni intertwine hain .
Intuition Check ke roop mein yeh kyun matter karta hai
Generating-function machinery automatically yeh brackets guarantee karti hai, lekin tum ek raw map ( q , p ) → ( Q , P ) ko directly inke saath test bhi kar sakte ho — koi generator needed nahi. Full story Poisson brackets mein.
Master relation with dF over dt
Canonical transformations
Yeh seedha Symplectic geometry , Liouville's theorem , Hamilton–Jacobi equation aur Action–angle variables mein flow karta hai jab parent topic master ho jaata hai.
q ˙ ka kya matlab hai, aur q metres mein ho to units kya hain?d q / d t , time rate of change; units metres per second.
Agar q metres mein hai aur mass kilograms mein, to p = m q ˙ ke units kya hain? Kilogram-metres per second, kg ⋅ m ⋅ s − 1 — q se alag units.
Phase space mein ek single point kya represent karta hai? System ki ek complete state: kahan hai (q ) aur kaise move kar raha hai (p ) dono.
Q aur P kya hain?New coordinates aur momenta, har ek purane ( q , p , t ) mein ek formula — usi phase space par fresh grid, purane units rakhne ki guarantee nahi.
Zyaadatar problems mein H ka physical meaning kya hai? Total energy (kinetic + potential) q aur p ka function ke roop mein likhi.
∂ H / ∂ p mein curly ∂ kyun likhte hain d ki jagah?Kyunki H ke kaafi inputs hain; ∂ matlab "sirf p vary karo, q aur t freeze karo."
Hamilton's do equations bolo. q ˙ = ∂ H / ∂ p aur p ˙ = − ∂ H / ∂ q .
Ek sentence mein generating function F kya hai? Ek single scalar recipe jisse differentiation karke poora transformation ( q , p ) → ( Q , P ) nikala jaata hai.
Woh master relation likho jo sab canonical transformations follow karte hain. ∑ p i q ˙ i − H = ∑ P i Q ˙ i − K + d t d F .
Naya Hamiltonian K , H se kaise relate karta hai? K = H + ∂ F / ∂ t ; equal sirf tab jab F mein explicit time na ho.
Chaar generator types kis cheez par keyed hain? F kaunsa old/new pair depend karta hai: F 1 ( q , Q ) , F 2 ( q , P ) , F 3 ( p , Q ) , F 4 ( p , P ) .
d F / d t aur ∂ F / ∂ t mein kya fark hai?Total d F / d t moving q , Q ke through indirect changes bhi add karta hai; partial ∂ F / ∂ t sirf explicit t dependence count karta hai.
Generator types ke beech Legendre swap kaunsi algebraic identity power karta hai? P d Q = d ( P Q ) − Q d P , to ek d Q term ek d P term plus ek boundary piece ban jaata hai.
Multi-dimensional Poisson bracket { f , g } likho. ∑ k ( ∂ q k ∂ f ∂ p k ∂ g − ∂ p k ∂ f ∂ q k ∂ g ) .
Kaun se fundamental brackets certify karte hain ki ( q , p ) → ( Q , P ) canonical hai? { Q i , P j } = δ ij aur { Q i , Q j } = { P i , P j } = 0 .