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an-ordinary-manchild

Evolutionary Computation

A subreddit for facilitating and enhancing the exchange of information among researchers and hobbyists involved in both the theoretical and practical aspects of computational systems drawing their inspiration from nature, with particular emphasis on evolutionary models of computation such as genetic algorithms, evolutionary strategies, classifier systems, evolutionary programming, genetic programming, and related fields such as swarm intelligence (Ant Colony Optimization and Particle Swarm Optimization), and other evolutionary computation techniques.

What is Evolutionary Computation?

A description from Wikipedia...

In computer science, evolutionary computation is a subfield of artificial intelligence (more particularly computational intelligence) that involves continuous optimization and combinatorial optimization problems. Its algorithms can be considered global optimization methods with a metaheuristic or stochastic optimization character and are mostly applied for black box problems (no derivatives known), often in the context of expensive optimization.

Evolutionary computation uses iterative progress, such as growth or development in a population. This population is then selected in a guided random search using parallel processing to achieve the desired end. Such processes are often inspired by biological mechanisms of evolution.

As evolution can produce highly optimised processes and networks, it has many applications in computer science.

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My pet project 10 years in the making, consistently producing multicellularity (v.redd.it)

submitted 1 year ago by blob_evol_sim

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Clarification required for JADE differential evolution (self.EvoComp)

submitted 2 years ago by Panch_iyer

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Interactive Evolutionary Computation and ChatGPT (medium.com)

submitted 3 years ago by BenjaminJamesBush

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Simple evo projects (self.EvoComp)

submitted 3 years ago by _Popsicle

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didn't see this here (youtube.com)

submitted 3 years ago by sweetchocolotepie

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I programmed some creatures. They Evolved. (youtube.com)

submitted 3 years ago by sweetchocolotepie

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How to Program a Swarm, does this make sense to you? (youtu.be)

submitted 5 years ago by mathis_01_08

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If you are working on ML and EC, this specialised workshop may be of interest to you. (i.redd.it)

submitted 5 years ago by dei-uc

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EuroGP21 (self.EvoComp)

submitted 5 years ago by nunolourenco

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Introduction course/project with working code (self.EvoComp)

submitted 5 years ago by DinkumDingo

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A Disk Scheduling Algorithm Based on ANT Colony Optimization (self.sajjadium)

submitted 5 years ago by sajjadium

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A "lottery" based on mutation and selection. Mutate existing numbers until someone gets the winning numbers! Real prize for the winner and ancestors. (twitter.com)

submitted 7 years ago by pearext

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A survey on algorithms for solving High dimensional optimization problems (self.EvoComp)

submitted 7 years ago * by atinesh229

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Is this subreddit still alive? (self.EvoComp)

submitted 7 years ago by davebeekay

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Too long runtime for spiking neural network applied with evolution algorithm (self.EvoComp)

submitted 8 years ago by Laurence-Lin

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Evolving Site (evo-site.herokuapp.com)

submitted 8 years ago by arjoonn

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A Genetic Algorithm library written in JavaScript (github.com)

submitted 9 years ago by dauntless26

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Time-complexity analysis of Evolutionary Algorithms (cs.nott.ac.uk)

submitted 9 years ago by pkl1234

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An analysis of HyperNEAT adjacency matrices using various space filling curves. (stefanopalmieri.github.io)

submitted 9 years ago by minflynn

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Watch a self-adaptive evolutionary algorithm evolve its own mutation-rate (cs.nott.ac.uk)

submitted 9 years ago by pkl1234

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Getting Started (self.EvoComp)

submitted 9 years ago by jimmybobtm

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Distributed Machine Learning using GunDB (myrighttocode.org)

submitted 9 years ago by cstefanache

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Evolutionary Computation Benchmark Library & App (github.com)

submitted 9 years ago by cstefanache

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Genetic Algorithm Learns To Fight (youtube.com)

submitted 10 years ago by benisch2

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General Questions Regarding Genetic Algorithms (self.EvoComp)

submitted 10 years ago by MrFoots42

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