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Intermittent animal behavior: the adjustment-deployment dilemma.

Miguel Aguilera1, Manuel G Bedia, Francisco Seron

  • 1University of Zaragoza.

Artificial Life
|April 16, 2014
PubMed
Summary

Animal behavior often involves intermittent adaptation, a trade-off between adjusting a response and deploying it. Optimal solutions involve high intermittency, balancing fitness gains and losses, predictable by simple neural models.

Keywords:
Intermittent behavioradaptive behavioradjustment-deployment dilemmabehavioral modeling

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Area of Science:

  • Behavioral Ecology
  • Computational Neuroscience
  • Animal Behavior

Background:

  • Intermittency is a widespread phenomenon in animal behavior, reflecting complex adaptive strategies.
  • Existing models often simplify the dynamic trade-offs inherent in intermittent behaviors.

Purpose of the Study:

  • To formally characterize and solve the adjustment-deployment dilemma in intermittent adaptation.
  • To investigate the relationship between fitness dynamics and optimal intermittency levels.
  • To explore potential neural mechanisms underlying the resolution of this dilemma.

Main Methods:

  • Formal mathematical modeling of the adjustment-deployment dilemma.
  • Computational analysis to determine optimal solutions and fitness values.
  • Comparison of model predictions with empirical data on animal intermittent behaviors.

Main Results:

  • Optimal solutions invariably exhibit high intermittency between adjustment and deployment phases.
  • The achieved non-maximal fitness is determined by the ratio of adjustment gain to deployment decay rates.
  • A single continuous-time recurrent neuron model can effectively solve the dilemma under various conditions.

Conclusions:

  • The adjustment-deployment dilemma offers a unifying framework for understanding intermittent animal behaviors.
  • Simple neural mechanisms may underlie complex intermittent behavioral patterns observed across species.
  • Optimal intermittency strategies balance fitness improvement during adjustment with fitness decay during deployment.