Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: evolutionary-computation

Repositories

EC-KitY/EC-KitY

EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.

Language: Python - Size: 1.42 MB - Last synced: about 7 hours ago - Pushed: about 9 hours ago - Stars: 83 - Forks: 19

m-RezaFahlevi/m-RezaFahlevi.github.io

Fahlevisia Website

Language: HTML - Size: 27.8 MB - Last synced: about 6 hours ago - Pushed: about 7 hours ago - Stars: 0 - Forks: 0

colgreen/sharpneat

SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.

Language: C# - Size: 6.94 MB - Last synced: about 4 hours ago - Pushed: 4 months ago - Stars: 367 - Forks: 95

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.

Language: Python - Size: 6.68 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 19 - Forks: 2

mattruzicka/evolvable

An evolutionary computation framework

Language: Ruby - Size: 1.06 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 43 - Forks: 1

cicirello/Chips-n-Salsa

A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms

Language: Java - Size: 14.4 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 52 - Forks: 39

cereal-lab/EvoPIE

Evolutionary Peer Instruction Environment

Language: Python - Size: 33 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 1 - Forks: 0

unhindered-ec/unhindered-ec

A Rust framework supporting a variaty of evolutionary computation (EC) tools

Language: Rust - Size: 1.16 MB - Last synced: about 8 hours ago - Pushed: about 12 hours ago - Stars: 3 - Forks: 3

cdvetal/AIroglyph

Generative AI system for creating glyphs

Size: 0 Bytes - Last synced: 4 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

cdvetal/expression-viewer

Tool for inspecting expression-based images

Language: Processing - Size: 30.3 KB - Last synced: 4 days ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

cdvetal/indiviewer

Tool for visualising populations of evolved images

Language: Processing - Size: 1.53 MB - Last synced: 4 days ago - Pushed: almost 1 year ago - Stars: 0 - Forks: 0

emilydolson/phylotrackpy

Python phylogeny tracker for in silico evolution experiments

Language: C++ - Size: 6.23 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 9 - Forks: 1

Sohrab-rz/Teaching-Learning-Based-Optimization-Algorithm

MATLAB code for Teaching Learning Based Optimization Algorithm (minimization and maximization)

Language: MATLAB - Size: 19.5 KB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

anantashahane/A-Fast-Converging-Evolutionary-Algorithm-for-Green-Vehicle-Routing-Problem

Research Project

Language: Swift - Size: 869 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

HaiAu2501/Black-Box-Optimization

Language: Jupyter Notebook - Size: 133 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 2 - Forks: 0

catdance124/wind-turbine_design_optimization

The 3rd Evolutionary Computation Competition The problem is a wind turbine design optimization problem.

Language: Python - Size: 21.5 KB - Last synced: 8 days ago - Pushed: over 4 years ago - Stars: 1 - Forks: 1

catdance124/Differential_Evolution

'Differential Evolution' implementation of C

Language: C - Size: 5.86 KB - Last synced: 8 days ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

Haleshot/Evolutionary_Computing

Language: Jupyter Notebook - Size: 3.97 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 1 - Forks: 2

7zaa/IEEE-Congress-on-Evolutionary-Computation-Benchmark-functions-suite

This repositories include the IEEE Congress on Evolutionary Computation Benchmark functions suite (IEEE CEC 2014 2017 2020 2022). You can use the untitled.m to form a figure of the benchmark function.

Language: C++ - Size: 6.55 MB - Last synced: 9 days ago - Pushed: 10 days ago - Stars: 0 - Forks: 0

Evolutionary-Intelligence/EC-A-Modern-Perspective

Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).

Size: 596 KB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 41 - Forks: 7

gauravcodepro/evolutionary-rate-analyer

A R function for the analysis of the evolutionary rates from the fasta files, and uses the ka/ks and the dn/ds and plots the evolutionary rates.

Language: R - Size: 9.77 KB - Last synced: 12 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

esa/pygmo2

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Language: C++ - Size: 13.9 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 402 - Forks: 54

erp12/pyshgp

Push Genetic Programming in Python.

Language: Python - Size: 6.32 MB - Last synced: about 7 hours ago - Pushed: 11 months ago - Stars: 66 - Forks: 21

ecrs-org/ecrs

ecrs - Evolutionary computation algorithms & tools for Rust

Language: Rust - Size: 6.8 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 7 - Forks: 1

gauravcodepro/evolutionary-fitness-calculation

A data structure approach to generate a random sequence from the polyATGC stretches for evolutionary fitness

Language: Ruby - Size: 13.7 KB - Last synced: 12 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

revuel/PatternOmatic

Finds linguistic patterns effortlessly

Language: Python - Size: 201 KB - Last synced: 10 days ago - Pushed: 9 months ago - Stars: 31 - Forks: 8

gauravcodepro/evolutionCal

A evolutionary function in ruby which given a similarity score means the number of the similar bases and the dissimilar bases and then the sequence rate and the divergence rate calculates a ratio which can tell us how much sequencing depth to be covered

Language: Ruby - Size: 7.81 KB - Last synced: 12 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

gauravcodepro/pangenome-evolutionary

a complete workflow for analyzing the pangenomes from the core genesets. simply have to provide the fasta files and it will do everything and will make all the accessory information plots from the evolutionary analysis. It will also check for the breakage in the phylogeny and also will perform the repoint analysis.

Language: Shell - Size: 36.1 KB - Last synced: 12 days ago - Pushed: 18 days ago - Stars: 1 - Forks: 0

cicirello/MONE2022-experiments

Code and experiment data from the paper: "On Fitness Landscape Analysis of Permutation Problems: From Distance Metrics to Mutation Operator Selection"

Language: Java - Size: 1.01 MB - Last synced: 18 days ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

cicirello/cycle-mutation-experiments

Code and experiment data from the paper: "Cycle Mutation: Evolving Permutations via Cycle Induction"

Language: Java - Size: 921 KB - Last synced: 18 days ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

atulkamble/Fruit-Fly-Optimization-Algorithm

Performance Evaluation of Fruit Fly Optimization Algorithm on Classical Test Problem Set

Language: C++ - Size: 6.64 MB - Last synced: 18 days ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

MaxHalford/eaopt

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

Language: Go - Size: 570 KB - Last synced: 14 days ago - Pushed: 2 months ago - Stars: 875 - Forks: 98

7enTropy7/Cellular_Automata

A couple of badass abstract computational systems

Language: JavaScript - Size: 22.5 KB - Last synced: 18 days ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

sivx76/R

Computational Modeling of Ecology and Evolution. Topics will include natural selection, genetic drift, community ecology, game theory and chaos.

Size: 40 KB - Last synced: 18 days ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

GhostofGoes/evo-comp

Code and notes for the Evolutionary Computation course

Language: C++ - Size: 5.03 MB - Last synced: 20 days ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

nnaisense/evotorch

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

Language: Python - Size: 42.7 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 971 - Forks: 58

EMI-Group/evoxbench

Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

Language: Python - Size: 1.73 MB - Last synced: 2 days ago - Pushed: about 1 month ago - Stars: 73 - Forks: 16

GrammaTech/sel

Programmatic modification and evaluation of software

Language: Common Lisp - Size: 20.5 MB - Last synced: 12 days ago - Pushed: 2 months ago - Stars: 162 - Forks: 21

ShuhuaGao/geppy

A framework for gene expression programming (an evolutionary algorithm) in Python

Language: Python - Size: 8.35 MB - Last synced: 21 days ago - Pushed: over 1 year ago - Stars: 193 - Forks: 72

icaros-usc/pyribs

A bare-bones Python library for quality diversity optimization.

Language: Python - Size: 48 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 196 - Forks: 29

ci-group/revolve2

A python library for optimization, geared towards modular robots and evolutionary computing.

Language: Python - Size: 16.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 12 - Forks: 34

thieu1995/IntelELM

IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine

Language: Jupyter Notebook - Size: 4.09 MB - Last synced: 20 days ago - Pushed: about 2 months ago - Stars: 9 - Forks: 3

EMI-Group/evox

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

Language: Python - Size: 2.72 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 120 - Forks: 22

amarrerod/MPP_TFM

On the automatic planning of healthy and balanced menus

Language: Roff - Size: 15.6 MB - Last synced: 29 days ago - Pushed: about 5 years ago - Stars: 0 - Forks: 1

nemat-al/Evolutionary_Computing

Tasks for Evolutionary Computing Course @ ITMO University.

Language: Jupyter Notebook - Size: 81.1 KB - Last synced: 29 days ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

Evolutionary-Intelligence/DistributedEvolutionaryComputation

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.

Size: 30.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 99 - Forks: 31

CristianAbrante/GeneticsJS

Evolutionary algorithms library for the web 🧬

Language: TypeScript - Size: 971 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 26 - Forks: 6

r8vnhill/keen

Keen is a Kotlin genetic algorithms' framework

Language: Kotlin - Size: 3.58 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 9 - Forks: 0

woodRock/fishy-business

PhD Candidate in Artificial Intelligence. Applying machine learning to fish oil analysis.

Language: Jupyter Notebook - Size: 785 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

ankur-tutlani/multi-agent-decision

Decision making in multi-agent systems when agents have multiple choices and are connected with other agents according to a specific social network.

Language: Python - Size: 104 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

moshesipper/Applied-Machine-Learning-Course

This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.

Language: Python - Size: 212 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 30 - Forks: 5

ankur-tutlani/multi-agent-coordination

Identification of strategies under coordination game and social networks

Language: Python - Size: 75.2 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

heal-research/HeuristicLab

HeuristicLab - An environment for heuristic and evolutionary optimization

Language: C# - Size: 544 MB - Last synced: 26 days ago - Pushed: about 2 months ago - Stars: 30 - Forks: 14

miguelrabuge/fedora

The Fedora Framework is an evolutionary feature engineering framework designed to optimize features for machine learning tasks

Language: Python - Size: 79.1 KB - Last synced: 15 days ago - Pushed: about 2 months ago - Stars: 4 - Forks: 1

aliasgharheidaricom/RUN-Beyond-the-Metaphor-An-Efficient-Optimization-Algorithm-Based-on-Runge-Kutta-Method

The optimization field suffers from the metaphor-based “pseudo-novel” or “fancy” optimizers. Most of these cliché methods mimic animals' searching trends and possess a small contribution to the optimization process itself. Most of these cliché methods suffer from the locally efficient performance, biased verification methods on easy problems, and high similarity between their components' interactions. This study attempts to go beyond the traps of metaphors and introduce a novel metaphor-free population-based optimization based on the mathematical foundations and ideas of the Runge Kutta (RK) method widely well-known in mathematics. The proposed RUNge Kutta optimizer (RUN) was developed to deal with various types of optimization problems in the future. The RUN utilizes the logic of slope variations computed by the RK method as a promising and logical searching mechanism for global optimization. This search mechanism benefits from two active exploration and exploitation phases for exploring the promising regions in the feature space and constructive movement toward the global best solution. Furthermore, an enhanced solution quality (ESQ) mechanism is employed to avoid the local optimal solutions and increase convergence speed. The RUN algorithm's efficiency was evaluated by comparing with other metaheuristic algorithms in 50 mathematical test functions and four real-world engineering problems. The RUN provided very promising and competitive results, showing superior exploration and exploitation tendencies, fast convergence rate, and local optima avoidance. In optimizing the constrained engineering problems, the metaphor-free RUN demonstrated its suitable performance as well. The authors invite the community for extensive evaluations of this deep-rooted optimizer as a promising tool for real-world optimization. The source codes, supplementary materials, and guidance for the developed method will be publicly available at different hubs at http://aliasgharheidari.com/RUN.html.

Language: MATLAB - Size: 11.7 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 4 - Forks: 2

tiagofmartins/evolving-harmonographs

Exploring the application of a Genetic Algorithm to evolve harmonographs

Language: Processing - Size: 22.2 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 6 - Forks: 1

monkeyjunglejuice/protoverse

Creating an artificial, open-ended universe from scratch.

Language: Elixir - Size: 18.6 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

tsukar/evolo

Evolutionary YOLO

Language: Python - Size: 1.1 MB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

aliasgharheidaricom/RIME-A-physics-based-optimization

RIME A physics based optimization algorithm, Neurocomputing, 2023 https://doi.org/10.1016/j.neucom.2023.02.010, This paper proposes an efficient optimization algorithm based on the physical phenomenon of rime-ice

Language: MATLAB - Size: 24.2 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 8 - Forks: 1

hermanzdosilovic/ecfjava

Evolutionary Computation Framework in Java

Language: Java - Size: 164 KB - Last synced: 2 months ago - Pushed: over 5 years ago - Stars: 5 - Forks: 0

aliasgharheidaricom/Harris-Hawks-Optimization-Algorithm-and-Applications

Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).

Language: MATLAB - Size: 97.7 KB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 45 - Forks: 12

henryzord/ardennes

An Estimation of Distribution Algorithm for Decision-Tree Induction.

Language: Python - Size: 82.7 MB - Last synced: 2 months ago - Pushed: over 5 years ago - Stars: 5 - Forks: 1

zehadialam/Evolutionary-Vigenere-Cipher-Breaker

A genetic algorithm for breaking the Vigenère cipher using the DEAP evolutionary computation framework.

Language: Python - Size: 1.44 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

Bio4Res/ea-model-byzantine

Evolutionary algorithms with Byzantine failures in fitness evaluation

Language: Java - Size: 43.9 KB - Last synced: 2 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

jespb/Python-M3GP

An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm

Language: Python - Size: 114 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 9 - Forks: 1

sferes2/sferes2

A lightweight, generic C++11 framework for evolutionary computation

Language: C++ - Size: 2.38 MB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 159 - Forks: 36

Savaed/next-gen

Web application for function optimization using evolutionary computation

Language: Python - Size: 169 KB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

Goykhman/Genetic_algorithms

Comments on applications of genetic algorithms and evolutionary selection to optimization problems

Language: Python - Size: 223 KB - Last synced: 3 months ago - Pushed: over 6 years ago - Stars: 2 - Forks: 3

mmore500/dishtiny

DISHTINY: A Platform for Studying Open-Ended Evolutionary Transitions in Individuality

Language: C++ - Size: 2.32 GB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 30 - Forks: 5

cpmech/goga

Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).

Language: Go - Size: 22 MB - Last synced: 1 day ago - Pushed: over 3 years ago - Stars: 44 - Forks: 9

yangyongkang2000/SEvoBench

A C++ Framework for Evolutionary Single-Objective Optimization Benchmarking

Language: C++ - Size: 73.2 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 1

amlalejini/GECCO-2024-phylogeny-informed-subsampling

Repository associated with 2024 GECCO paper submission.

Language: HTML - Size: 14.7 MB - Last synced: 29 days ago - Pushed: 3 months ago - Stars: 3 - Forks: 0

huiwang159/Evolution-of-Morality

Two simulations that may explain the origin of morality within the framework of evolutionary game theory.

Language: Jupyter Notebook - Size: 4.71 MB - Last synced: 3 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

facaraff/SOS

The Stochastic Optimisation Software (SOS) is a research-oriented software platform for Metaheuristic Optimisation (Stochastic Optimisation). If you are using SOS, please acknowledge the article "Caraffini, F.; Iacca, G. The SOS Platform: Designing, Tuning and Statistically Benchmarking Optimisation Algorithms. Mathematics 2020, 8, 785." (https://doi.org/10.3390/math8050785)

Language: Java - Size: 42.7 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 9 - Forks: 4