4.6.1 · D1 · Maths › Ordinary Differential Equations › Classification — order, degree, linear vs nonlinear, autonom
Ek differential equation ek aisi sentence hai jo ek hidden function ko uski apni rate of change se relate karti hai. Isse solve karne se pehle, aapko isme se char features padne aane chahiye — derivatives kitni deep jaati hain, kaunsi power carry karti hain, kya unknown "gently" enter karta hai, aur kya clock dekh rahi hai — aur ye har feature aslme symbols ke baare mein ek statement hai, isliye ye page har symbol ko zero se earn karta hai.
Neeche ki poori cheez do words par tikhi hai jinhe parent note ne bina rukke use kiya: variable aur function .
Definition Independent variable, dependent variable, function
Ek independent variable (hum ise x ya t likhte hain) wo input hai jo aap freely dial kar sakte ho — jaise kisi road par position, ya clock ki reading.
Ek dependent variable y wo quantity hai jiski value input se decide hoti hai. Jaise aap x dial karte ho, y ki value respond karti hai.
Ek function , likha jaata hai y = f ( x ) , wo rule hai "mujhe x do, main y wapas karta hoon ". Letter f rule ka naam hai; bracket f ( x ) ka matlab hai "x ko rule f mein daalo".
Picture ek grid par ek single curve hai: horizontal axis = wo input jo aap choose karte ho, vertical axis = wo output jo rule return karta hai.
Ye topic ko kyun chahiye: ek ODE ek unknown function y = f ( x ) ke baare mein equation hai. Agar "function" aur "variable" fuzzy hain, toh baad ka har word ("order", "linear", "autonomous") bhi fuzzy hoga.
Intuition Rate of change ki zaroorat kyun hai?
Ek differential equation kabhi seedha y nahi batati. Balki wo batati hai y kitni tezi se change ho raha hai har point par, aur aapse y reconstruct karne ko kehti hai. Toh poora subject ek measurement par bana hai: steepness.
Definition Pehla derivative
y ka x ke saath derivative , likha jaata hai d x d y ya y ′ , wo hai curve ki steepness ek point par — x mein ek tiny step ke liye y kitne units utha.
d x d y padhte hain "d ee − y over d ee − x ": chhoti si rise d y divided by chhoti si run d x .
y ′ (padhte hain "y -prime") same cheez hai, shorter.
Picture: curve mein zoom karo jab tak wo straight line jaisi lage; us line ki slope hi d x d y hai.
Ye topic ko kyun chahiye: parent ka pehla example d x d y + y = x is slope ke baare mein ek sentence hi hai. Derivative nahi, toh differential equation nahi.
Worked example Slope padhna
Agar y = x 2 hai, toh x = 3 ke paas right taraf ek tiny step y ko lagbhag 6 times tez climb karwata hai — toh wahan d x d y = 6 . Curve jitni steep, number utna bada.
dobara kyun lete hain?
Derivative y ′ khud x ka function hai (uski apni curve hai). "Slope kitni tezi se change ho raha hai?" poocho aur aap doosri baar differentiate karte ho. Speed → acceleration bilkul yahi idea hai.
Definition Second aur higher derivatives
y ′′ = d x 2 d 2 y derivative ka derivative hai — slope ki rate of change (bending / curvature).
y ′′′ = d x 3 d 3 y , aur generally y ( n ) = d x n d n y , wo derivative hai jo n baar liya gaya hai.
Chhota superscript number n count karta hai kitni baar aapne differentiate kiya; ye power nahi hai. y ( 3 ) ka matlab hai "teen baar differentiate karo", "y cubed" nahi .
Picture: original curve bend hoti hai; bending ki quantity aur direction wahi hai jo y ′′ measure karta hai.
y ( n ) vs y n
y ( 3 ) bracket ke saath = third derivative. y 3 bracket ke bina = y ⋅ y ⋅ y . Parenthesis hi poora fark hai. Yahi reason hai ki parent keh sakta hai "( y ′′′ ) 2 : order 3, degree 2" — outer square genuinely power hai, inner triple-prime differentiations ka count hai.
Ye topic ko kyun chahiye: order (parent ka Section 1) aur kuch nahi, bas "sabse bada n jo y ( n ) mein appear karta hai".
Definition Derivative ko power tak raise karna
( y ′ ) 2 ka matlab hai "slope lo, phir us number ko square karo". Exponent poore derivative ke bahar baithta hai. Ye wahi power hai jo parent ka degree rule padhta hai.
Ye topic ko kyun chahiye: degree = sabse bade derivative par power. Degree dhundhne ke liye aapko ( d x 2 d 2 y ) 3 mein 3 jaisi power dekh karni aani chahiye aur samajhna chahiye ki ye andar likhe "twice-differentiated" se alag hai.
Parent ka degree rule kehta hai "ise derivatives mein polynomial banao, radicals clear karke", aur uska linear rule "y ke transcendental functions" ko ban karta hai. Teen vocabulary items:
Definition Teen word-tools
Polynomial in a quantity q means q ki whole-number powers ka sum: jaise q , q 2 , 5 q 3 — koi roots nahi, q neeche koi fractions nahi, koi sines nahi. Yahan q ho sakta hai y ′ ya y ′′ .
Ek radical root sign hai, . Ye ek fractional power chhupaata hai: q = q 1/2 . Dono sides square karne se ye hat jaata hai, isliye parent degree padhne se pehle square karta hai.
Ek transcendental function wo hai jo finitely many powers se nahi bana — sin , cos , e ⋅ , ln , tan . Aap kabhi sin ( y ′ ) ko y ′ mein finite polynomial mein nahi badal sakte, isliye uski degree undefined hai.
Ye topic ko kyun chahiye: ye teen words degree test aur linearity ke rule 3 ke exact gatekeepers hain.
Parent general linear ODE ko a n ( x ) y ( n ) + ⋯ + a 0 ( x ) y = g ( x ) likhta hai.
Definition Coefficient aur forcing term
Ek coefficient a k ( x ) wo multiplier hai jo kisi derivative ke aage laga hota hai. Subscript k bas label karta hai ki wo kaunsa derivative multiply karta hai (toh a 2 y ′′ par sawaar hai). Ye x mein koi bhi expression ho sakta hai — x 2 ya sin x bhi.
Forcing term g ( x ) wo sab hai jo akele right side par baitha hai, y ya uske kisi derivative se multiply nahi — "bahar se push".
Intuition Kyun linearity coefficients ko ignore karti hai
Linearity sirf ye poochhti hai "unknown y kaise enter karta hai?" Coefficients known wallpaper hain room ki; y guest hai. Ek guest jo seedha behave kare (first power, self-multiplied nahi, kisi sine ke andar nahi) equation ko linear banata hai chahe wallpaper a k ( x ) kitna bhi wild ho. Ye parent ke Mistake 2 ka poora content hai.
Ye topic ko kyun chahiye: "y ka coefficient" versus "y khud" ka idea likhe bina linear form bilkul state nahi ho sakta.
Intuition Grid par arrows kyun draw karte hain?
Ek equation y ′ = f ( x , y ) aapko har point ( x , y ) par ek direction batata hai: value f ( x , y ) wahan plant kiye ek tiny arrow ki slope hai. Saare arrows draw karo aur ek solution bas ek aisi curve hai jo unhe follow kare, jaise paani mein bah raha naav.
Definition Slope (direction) field
y ′ = f ( x , y ) ka slope field short line segments ka grid hai jinki slope point ( x , y ) par f ( x , y ) ke equal hai.
Neeche ki picture wo payoff dikhati hai jo parent autonomous equations y ′ = f ( y ) ke liye claim karta hai: kyunki f x ko ignore karta hai, arrows har vertical x -line par identical hain, toh koi bhi solution left/right slide kiya gaya phir bhi solution hai.
Ye topic ko kyun chahiye: "autonomous = clock nahi dekhi ja rahi" ye field ke baare mein ek visual fact hai — x aage badhne par arrows change nahi hote. Ye Phase Line and Equilibria ka darwaza hai.
Higher derivatives y double prime
Order = deepest derivative
Polynomial vs radical vs transcendental
Degree = power on highest derivative
Coefficients a of x and forcing g of x
Autonomous vs Non-autonomous
Har foundation parent ke chaar checks mein se exactly ek ko feed karta hai, aur charo milke classification ke single act mein merge hote hain. Wahan se raasta Separable Equations , Linear First-Order ODEs and Integrating Factors , Second-Order Linear ODEs with Constant Coefficients , Superposition Principle , aur Existence and Uniqueness (Picard–Lindelöf) ki taraf fork karta hai — inme se har ek pehle assume karta hai ki aap classify kar sakte ho.
Har line padho, right side cover karo, aur check karo ki reveal karne se pehle jawab de sako.
y = f ( x ) ka plain words mein kya matlab hai?Ek rule f jo har chosen input x ko output y mein convert karta hai.
d x d y geometrically kya measure karta hai?Curve y = f ( x ) ki slope (steepness) ek point par.
y ( 3 ) aur y 3 mein kya fark hai?y ( 3 ) = teen baar differentiate karo; y 3 = y ko khud se teen baar multiply karo.
( y ′ ) 2 mein exponent kya karta hai?Slope ki value ko square karta hai; ye genuine power hai, differentiation se alag.
Degree padhne se pehle radical clear kyun karna padta hai? q = q 1/2 jaisi root fractional power chhupaati hai, toh degree tab tak nahin padhi ja sakti jab tak use square karke hataao nahi.
sin ( y ′ ) equation ki degree ke liye fatal kyun hai?sin transcendental hai — ise kabhi y ′ mein finite polynomial ke roop mein nahi likha ja sakta, isliye degree undefined hai.
Coefficient a k ( x ) kya hai aur kya ye ugly ho sakta hai? k -ve derivative ke aage ka multiplier; ye x mein koi bhi expression ho sakta hai bina linearity todte.
Slope field mein point ( x , y ) par arrow kis taraf point karta hai? Equation y ′ = f ( x , y ) se mili slope f ( x , y ) ki taraf.
Autonomous equations ke arrows x -independent kyun hote hain? Kyunki f sirf y par depend karta hai, isliye direction har vertical x -line par identically repeat hoti hai.