Undergrad Bilateral and unilateral constraints

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SUMMARY

This discussion focuses on the concepts of bilateral and unilateral constraints as outlined in the course notes from the SIGGRAPH collision detection course. Bilateral constraints are represented mathematically as ##\phi(\mathbf{x}) = 0##, while unilateral constraints are expressed as ##\phi(\mathbf{x}) \ge 0##. The discussion highlights the alternative formulations using the Jacobian matrix ##\mathbf{J} \mathbf{u} = 0## for bilateral constraints and ##\mathbf{J} \mathbf{u} \ge 0## for unilateral constraints, where ##\mathbf{J} = \frac{\partial \phi}{\partial \mathbf{q}} \in \mathbb{R}^{m \times n}## and ##\mathbf{u}## is the velocity vector.

PREREQUISITES
  • Understanding of collision detection principles
  • Familiarity with mathematical representations of constraints
  • Knowledge of Jacobian matrices in the context of physics simulations
  • Basic understanding of velocity vectors in motion dynamics
NEXT STEPS
  • Study the mathematical foundations of Jacobian matrices in physics simulations
  • Explore the implementation of bilateral and unilateral constraints in physics engines
  • Learn about the role of velocity vectors in constraint-based motion
  • Review additional resources on collision detection techniques and algorithms
USEFUL FOR

This discussion is beneficial for students and professionals in computer graphics, particularly those focusing on physics simulations, collision detection, and constraint-based modeling.

hmparticle9
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I am going through this course on collision detection: https://siggraphcontact.github.io/

In this link is a PDF called course notes. Scrolling down to section 1.3, called constraints.

In this section it is said that we can write bilateral constraints as ##\phi(\mathbf{x}) = 0## and unilateral constraints as ##\phi(\mathbf{x}) \ge 0##.

I understand that, but then it says that these constraints call also be written as:
$$\mathbf{J} \mathbf{u} = 0, \mathbf{J} \mathbf{u} \ge 0,$$
where
$$\mathbf{J} = \frac{\partial \phi}{\partial \mathbf{q}} \in \mathbb{R}^{m \times n},$$
and ##\mathbf{u}## is the velocity vector.

I am struggling with most of section 1.3, I will add bits as we progress.
 
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