Mathematical Modeling of Population

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SUMMARY

The discussion centers on the search for academic resources on mathematical modeling of population dynamics, particularly focusing on growth and decline. Key concepts include differential equations related to predator-prey interactions and the logistic function for modeling population limits. The user seeks guidance on how to account for various factors influencing population changes, such as family size, age of mothers, diet, and external influences like war and immigration. The conversation emphasizes the need for a comprehensive understanding of the parameters that affect population growth modeling.

PREREQUISITES
  • Differential equations for modeling population interactions
  • Logistic function in population ecology
  • Understanding of population dynamics and growth coefficients
  • Basic knowledge of ecological factors influencing population changes
NEXT STEPS
  • Research academic texts on population ecology and mathematical modeling
  • Study the application of differential equations in ecological contexts
  • Explore logistic growth models and their parameters
  • Investigate factors affecting human population dynamics, including socio-economic influences
USEFUL FOR

Ecologists, mathematicians, and researchers interested in population dynamics, as well as writers and creators looking to incorporate realistic population modeling into narratives.

CaptainADHD
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This is a bit of a general question, but does anyone happen to know a good book, resource, or author in the field of accurate population growth and decline modeling?

I'd like to find a good academic (non-website) source to get a general idea of the main things a population ecologist looks at when predicting growth and decline.
 
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What parameters do you have? I recall doing some differential equations regarding a population of predators and a population of prey (the idea was that as the prey population increases the predator population grows faster, and as the predator population increases, the prey population decreases faster). Is that the kind of thing you're looking for? Or something focusing on just a particular species, like

http://en.wikipedia.org/wiki/Logistic_function
 
Office_Shredder said:
What parameters do you have? I recall doing some differential equations regarding a population of predators and a population of prey (the idea was that as the prey population increases the predator population grows faster, and as the predator population increases, the prey population decreases faster). Is that the kind of thing you're looking for? Or something focusing on just a particular species, like

http://en.wikipedia.org/wiki/Logistic_function

sounds crazy, but I'm doing a range of probabilities for the age of the matrix (yes, the movie) based upon 6 cycles of a 16 female 8 male population increasing to 250,000 and restarting. My upper and lower limits of time are determined by story, while the undefined population growth periods will be determined by estimations on family size, age of mothers, diet, loss due to war, and immigration due to a separate group of humans freed from the matrix on it's own increasing and independent scale from standard growth.

what i really need is how a professional applied mathematician accounts for all the limiting and increasing factors that more or less always play into real calculations of human population growth. i don't know how to set up a sequence with such a huge number of constantly changing growth coefficients.
 

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