Linear Algebra
13.68 min read

Trajectories

A trajectory (or parametric curve) is a vector-valued function γ:IRRm\boldsymbol{\gamma}: I \subseteq \mathbb{R} \to \mathbb{R}^m where the domain is an interval (1D). As the parameter tt varies over II, the output γ(t)\boldsymbol{\gamma}(t) traces a curve through Rm\mathbb{R}^m.

Examples:

  • Straight line through p\mathbf{p} in direction v\mathbf{v}: γ(t)=p+tv\boldsymbol{\gamma}(t) = \mathbf{p} + t\mathbf{v}
  • Circle of radius rr in the plane: γ(t)=(rcost,rsint)\boldsymbol{\gamma}(t) = (r\cos t, r\sin t)
  • Helix in R3\mathbb{R}^3: γ(t)=(cost,sint,t)\boldsymbol{\gamma}(t) = (\cos t, \sin t, t)

Trajectories are the case n=1n=1 (one parameter) of vector-valued functions. They are fundamental in physics (position as function of time), differential equations (solution curves), and dynamical systems.

Formal View

Definition 13.5 — Trajectory (Parametric Curve)
A trajectory is a continuous function γ:IRm\boldsymbol{\gamma}: I \to \mathbb{R}^m where IRI \subseteq \mathbb{R} is an interval. The image of γ\boldsymbol{\gamma} is the set {γ(t):tI}\{\boldsymbol{\gamma}(t): t \in I\}, the curve traced in Rm\mathbb{R}^m.

The same curve can be traced by different parametrizations. The parametrization encodes not just the path but also the speed and direction of travel.

Interactive Visualization

Trajectory and Tangent Vector

Why This Matters

Trajectories are the mathematical language for describing motion, flow, and solution curves of differential equations.

  • Physics: position r(t)\mathbf{r}(t), velocity r˙(t)\dot{\mathbf{r}}(t), acceleration r¨(t)\ddot{\mathbf{r}}(t) of a particle
  • Dynamical systems: solution trajectories of x˙=f(x)\dot{\mathbf{x}} = \mathbf{f}(\mathbf{x})
  • Computer graphics and animation: smooth parametric paths for object motion

Quiz

Question 1

The trajectory γ(t)=(2cost,2sint)\boldsymbol{\gamma}(t) = (2\cos t, 2\sin t) for t[0,2π]t \in [0, 2\pi] traces:

Question 2

Two different parametrizations can trace the same set of points (same geometric curve) in Rm\mathbb{R}^m.

Common Mistakes

  • Confusing the trajectory (a function) with its image (a geometric curve).
  • Forgetting that trajectory derivatives give velocity, not just direction.
  • Assuming a parametrization is one-to-one — the same point can be visited multiple times.