Genetic Algorithm on MCM 97A - The Velociraptor Problem

The Gone Huntin’: Modeling Optimal Predator and Prey Strategies thesis is a good analysis of the problem. But its main solution is more likely to be an physical solution. Meanwhile, they write a little about their alternatives where uses genetic programming to develop both the prey and predator model.

 

Summary of their solution

Model 1v1

  • the prey should run directly away from the predator until the distance decreases to the point where the turning gambit is effective
  • the prey should execute a minimum-radius turn to escape from the danger area

1v1 solution method

  • discuss physicsGenetic Algorithm on MCM 97A - The Velociraptor Problem_第1张图片
  • give the probability function for the predator attack success of image

Model Nv1—>2v1

  • the prey’s best strategy is to alter course in the direction of trailing predator

Nv1—>2v1 solution method

  • discuss accessible area
  • give the probability of a successful hunt:Genetic Algorithm on MCM 97A - The Velociraptor Problem_第2张图片
  • give optimal attack on the ground of P[successful hunt]Genetic Algorithm on MCM 97A - The Velociraptor Problem_第3张图片

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