Quadratic Potential: What Does It Mean?

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Discussion Overview

The discussion revolves around the concept of "quadratic potential" as used in a physicist's paper on ecological models, particularly in relation to spatial diffusion and spring systems. Participants seek to understand the intuitive meaning of the term, its representation in equations, and its application in the context of the paper.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • One participant inquires about the meaning of "quadratic potential" and its representation in canonical equations, seeking clarification on its derivation as presented in the paper.
  • Another participant explains that "quadratic potential" refers to potential energy expressed as kx², noting that this results in force being proportional to distance, using the example of a spring's potential energy.
  • A participant questions the specific value of the spring constant (1/4) mentioned in the paper, speculating whether it relates to the presence of two parallel springs.
  • Further clarification is provided regarding time-dependent functions θ(t) and φ(t) that modify the diffusion coefficient, and γ is defined as the rate at which territory sizes return to the mean size.
  • Concerns are raised about the interpretation of the spring constant in relation to series and parallel springs, with a participant expressing uncertainty about the correct value.

Areas of Agreement / Disagreement

Participants express varying levels of understanding regarding the concept of quadratic potential and its application. There is no consensus on the interpretation of the spring constant or the specific mechanics involved in the analogy used in the paper.

Contextual Notes

There are unresolved questions regarding the derivation of the spring constant and the implications of using a quadratic potential in ecological models, as well as the definitions of certain variables mentioned in the attachments.

nigels
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Hi group,

I'm currently trying to understand a physicists written paper on ecological models. In there, they used the term "quadratic potential" when comparing spatial diffusion with a spring system (see attachment 1). After searching online for this term, I found nothing directly relevant to the material at hand. Can someone tell me what it means intuitively, whether it's represented by a canonical equation, and if so, whether the derivation of that gives the form seen in the paper (attachment 2)? Thanks!

For the original equations the variables in attachment 2 refers to, see attachment (3).
 

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hi nigels! :smile:

"quadratic potential" just means that the potential energy is kx2 (or k(x-a)2 if the equilibrium position is at x = a) …

it results in force being proportional to distance

for example, a spring has PE = 1/2 kx2

(i doubt there's a rigorous justification for this model …

i don't think animals are actually connected to springs! :wink:)​
 
Thanks, tiny-tim! That makes much more sense now. However, I noticed that in the attachment, the spring constant is 1/4. Is that because the point is attached by a separate spring on both sides? Somehow that's equivalent to have two parallel springs for some reason?

By the way, the paper actually does make the implicit analogy that animals are attached to springs when they move from their den sites. Oh theoreticians...
 
nigels said:
Thanks, tiny-tim! That makes much more sense now. However, I noticed that in the attachment, the spring constant is 1/4. Is that because the point is attached by a separate spring on both sides? Somehow that's equivalent to have two parallel springs for some reason?

i don't know what γ θ and φ are :confused:
By the way, the paper actually does make the implicit analogy that animals are attached to springs when they move from their den sites. Oh theoreticians...

i think the hitch-hiker's guide to the galaxy made a similar assumption about humans and their home planets :biggrin:
 
θ(t) and φ(t) are just functions that modifies the diffusion coefficient K to be time-dependent.

γ is defined as the "rate at which territory sizes tend to return to the mean size", which I understand as "the rate at which L_1 returns to its initial state".

Yet still, I can't explain the 1/4 spring constant that seems to be used (in attachment #2). I mean, should the constant be 1/2 + 1/2 = 1 since the springs are in a series? It's been a while since I took intro physics..

Here's the open-source paper in case you're curious. http://www.plosone.org/article/info:doi/10.1371/journal.pone.0034033

Ugh..it's always a nightmare when physicists work on biology problems.
 

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