Understanding the Dynamics of Natural Selection

Sep 8, 2024

Notes on Natural Selection Lecture

Introduction to Natural Selection

  • Previous videos were artificial: creatures had preset replication and death chances.
  • Natural selection involves interactions between creature traits and the environment.
  • Aim: Create a real evolving system by introducing a simple environment and traits for blob creatures.

Environment Setup

  • Creatures live on a plane where food appears each morning.
  • Blobs emerge from the edge to find food.
  • Rules
    • If a blob fails to find food before running out of energy, it dies.
    • If a blob finds one piece of food and returns home, it survives.
    • If a blob finds two pieces and returns, it replicates.

Observations and Initial Results

  • Population starts below carrying capacity, increases, then stabilizes.
  • Competition for food begins around a population size of 95.
  • Variations and mutations start to show natural selection.

Introducing Mutations: Speed Trait

  • Speed affects food gathering efficiency but costs more energy.
  • Faster creatures use more energy and may not forage as widely.
  • Natural selection favors faster speeds, leading to higher average speed over time.
  • Populations evolve; individuals do not.
  • Increased speed leads to more competition and a lower population.

Additional Traits: Size and Sense

  • Size
    • Allows creatures to eat others if they are 20% larger.
    • Energy cost scales with the cube of size.
    • High risk and high reward. Requires speed to effectively benefit.
  • Sense
    • Sensing distance affects awareness of food and other creatures.
    • Each movement costs energy proportional to sensing trait.

Simulating All Three Traits

  • 3D graph tracks speed, size, and sense mutations.
  • Average speed differed from single trait mutation results.
  • Sense trait did not become dominant as initially anticipated.
  • Natural selection operates independently of human assumptions.

Environmental Changes: Food Availability

  • Reduced food changes population dynamics and traits.
  • Initial population couldn’t sustain itself with less food.
  • Gradual food reduction allows population adjustment.
  • New low-food environment favors high sense and high speed.

Lessons Learned

  • Environment significantly impacts evolutionary outcomes.
  • Evolution is not a progression to more complex forms, but adaptation to the environment.
  • Future videos will explore more complex traits in natural selection.

Recap

  • Through simulations, important principles of natural selection were observed.
  • Future content will address more complex and unexpected traits influenced by natural selection.