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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.
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