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Modelling with differential equations
Growth, decay, cooling, mixing: writing the equation from the sentence.
Every model starts with a sentence of the form “the rate of change of y is proportional to …”. Growth at 5% a year is y′ = 0.05y; cooling is T′ = −k(T − T_room); a mixing tank balances what flows in against what flows out. Write the sentence as an equation, solve, then fit the constant to a known value.
Үйлдэл · y' = 0.05*y
Y' = 0.05*y
Алхам алхмаар
- \frac{d}{d x} y{\left(x \right)} = 0.05 y{\left(x \right)}
The differential equation.
- \text{order } 1
Order 1: the highest derivative present.
- \text{Separable}
Move everything in y to one side with dy and everything in x to the other, then integrate both sides.
- 1.0 r - 0.05 = 0
Characteristic equation of the homogeneous part (substitute y = e^{rx}).
- r = 0.05
Its roots.
- y{\left(x \right)} = C_{1} e^{0.05 x}
General solution (C₁, C₂ … are arbitrary constants).
- \checkmark
Verified: substituting the solution back into the equation gives 0.
Хариулт
Одоо та Даалгавар сонго, эсвэл бич, эсвэл зур. Бүх алхам, зураг, хариулт нь асуулт асуух хүртэл нуугдаж байдаг.
Үнэгүй бүртгэл нь хичээл бүрийн тэмдэглэл, төгссөн хичээл, шийдсэн даалгаврын тэмдэглэл, энэ хуудсан дээр асууж болох багшийг нэгтгэж өгдөг. Математик нь бүртгэлтэй, бүртгэлтэйгүй хэн бүхэнд нээлттэй.
Бүртгүүлэх НэвтрэхЭнд ашигласан тэмдэгтүүд
Бүх тодорхойлолт, зураг, үсгийн утгыг харахын тулд ямар ч тэмдэгтийг дарна уу.
Яаж: Modelling with differential equations
- The differential equation.
- Order 1: the highest derivative present.
- Move everything in y to one side with dy and everything in x to the other, then integrate both sides.
- Characteristic equation of the homogeneous part (substitute y = e^{rx}).
- Its roots.
- General solution (C₁, C₂ … are arbitrary constants).
- Verified: substituting the solution back into the equation gives 0.
Хүмүүс асуудаг асуултууд
What is a differential equation?
An equation whose unknown is a function, relating it to its own derivatives. "The rate of growth is proportional to the population" is y′ = ky, and solving it means finding y as a function of time.
Why does the solution have arbitrary constants?
Integrating loses information: many functions share the same derivative. An n-th order equation has n constants, fixed by n initial or boundary conditions.
Бүх зүйл Differential Equations
Separable equationsFirst-order linear equationsSecond-order, constant coefficientsNonhomogeneous equations