Biogenesis is an artificial life program that simulates the processes involved in the evolution of organisms. It shows colored segment based organisms that mutate and evolve in a 2D environment. Biogenesis is based on Primordial Life.
Open Source Java platform for Optimization, DoE, and Learning.
...It provides a graphical user interface (GUI) and a platform which simplifies integration of new algorithms as "Modules".
Implemented Modules
Evolutionary Algorithms:
- CMA-ES
- (1+1)-ES
- Differential Evolution
Deterministic optimization algorithm:
- SIMPLEX
Learning:
- a simple Artificial Neural Net
Optimization problems:
- test functions
- interface for executing other programs (solvers)
- parallel execution of problems
- distributed execution of problems via socket connection between computers
Others:
- data storage
- data analyser and viewer
...The back propagation learning uses a reward vector and plasticity matrix that is evolved as part of the genome.
Long story short, the AI is pretty frickin' sophisticated.
Players can take control of organisms, trade resources and organisms in a market, and aid evolution by selective breeding.
Bubble Pond is a simple artificial life program that simulates bubble organisms that bounce around on the surface of a pond, eating and digesting different types of food, and reproducing both sexually and asexually.
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This is a artificial life project.
the goal is to simulate the evolution of micro-organisms.
It uses neural networks to simulate the brain of each of those micro-organisms.
It's written in JAVA, and uses the Joone librarie