Simulating evolution using social bots with multilayer perceptron

This is a simulation of evolution. The bots can sense each other, communicate with each other, and reproduce. They can become both herbivors and carnivores. Interesting things happen.

programmed in Python using Pygame library to do the drawing.

Category:

Science & Technology

Tags:

• evolution
• simulation
• social
• bots
• robots
• genetic
• algorithm
• neural
• network
• brain
• model
• perceptron
• multilayer
• hidden
• genes
• dna

[Cride5]

Wow! What a fascinating video!

Did you do any experiments with varying the size/connectivity of the hidden layer? Would a larger hidden layer perhaps lead to a slower rate of evolution, and possibly more complex behaviour. It would make for some pretty interesting research.

Did you do this as part of a university project?

[phyces]

@Cride5 Thank you! I did do some experiments with that. Not too many because computationally it became very costly for me. But I'll look into ways of speeding it up using modules written in C

[phyces]

@Cride5 Oh and no, this was just something I did in spare time from interest

[Splatball]

This is very well done. The best evolution simulation that actually looked good and had well displayed results. Is there any way I could get my hands on a copy of this? I'd like to see how long I can run it until either one species rules, or they all die out.

[Unit047]

Wow this is really fucking interesting actually.

[Pulseczar1]

You are a brilliant dude.

[staranjela]

Very enjoyable thank you

[smuggecko]

i enjoyed this vid

[Mjhond]

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[Ondelendo]

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[anakmudajaman]

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[bebeheuy]

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[imegatrone]

Nice Video That You Share , So Very Nice Thanks You This is a simulation of evolution. The bots can sense each other, communicate with each other, and reproduce

[willamricard]

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[bundawartini]

Your Video Is Very Useful Sharing Simulating evolution using social bots with multilayer perceptron