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multi-objective-optimization

Here are 109 public repositories matching this topic...

esa / pagmo2

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

python optimization genetic-algorithm parallel-computing python3 artificial-intelligence evolutionary-algorithms multi-objective-optimization optimization-methods optimization-tools optimization-algorithms parallel-processing evolutionary-strategy stochastic-optimizers metaheuristics pagmo

Updated Oct 1, 2020
C++

msu-coinlab / pymoo

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NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

optimization genetic-algorithm multi-objective-optimization differential-evolution pso nsga2 cmaes nsga3

Updated Oct 8, 2020
Python

BIMK / PlatEMO

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Evolutionary multi-objective optimization platform

matlab evolutionary-algorithms multi-objective-optimization

Updated Sep 19, 2020
MATLAB

lmarti / evolutionary-computation-course

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Jupyter/IPython notebooks about evolutionary computation.

genetic-algorithm ipython-notebook evolutionary-algorithms multi-objective-optimization

Updated May 10, 2017
Jupyter Notebook

hav4ik / Hydra

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Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.

deep-learning pytorch multi-objective-optimization multi-task-learning neural-architecture-search

Updated Jun 3, 2019
Python

hecoding / Pac-Man

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Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)

artificial-intelligence pac-man pacman genetic-programming multi-objective-optimization decision-trees evolutionary-computation grammatical-evolution

Updated Aug 24, 2017
Java

garlicdevs / Fruit-API

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A Universal Deep Reinforcement Learning Framework

environment games reinforcement-learning deep-learning deep-reinforcement-learning human multi-agent reinforcement-learning-algorithms multiplayer-game multi-objective-optimization atari actor-critic human-in-the-loop arcade-learning-environment actor-critic-algorithm multi-agent-reinforcement-learning policy-gradients

Updated Sep 26, 2020
Python

jMetal / jMetalSP

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A framework for Big Data Optimization with multi-objective metaheuristics

evolutionary-algorithms multi-objective-optimization metaheuristic-framework dynamic-optimization streaming-data-processing

Updated Dec 23, 2019
Java

Eric-Bradford / TS-EMO

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This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).

machine-learning matlab thompson-sampling multi-objective-optimization genetic-algorithms black-box-optimization gaussian-processes bayesian-optimization kriging expensive-to-evaluate-functions surrogate-based-optimization spectral-sampling

Updated Jun 19, 2020
MATLAB

AnjieCheng / awesome-multi-objective-optimization

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A curated list of awesome multi-objective optimization research resources.

survey multi-objective-optimization

Updated Aug 3, 2018

jakobbossek / ecr2

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ecr: Evolutionary Computation in R (version 2)

r optimization genetic-algorithm-framework evolutionary-algorithms multi-objective-optimization r-package evolutionary-algorithm evolutionary-strategy optimization-framework metaheuristics combinatorial-optimization

Updated Mar 24, 2020
R

optframe / optframe

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OptFrame - Optimization Framework

optimization genetic-algorithm linear-programming ils genetic-programming vehicle-routing-problem multi-objective-optimization heuristics optimization-tools pareto-front tabu-search optimization-framework metaheuristics travelling-salesman-problem vns best-improvement first-improvement timetabling multi-improvement non-dominated-solutions

Updated Aug 31, 2020
C++

jakobbossek / smoof

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Single- and Multi-Objective Optimization Test Functions

r multi-objective-optimization r-package single-objective-optimization benchmark-functions

Updated Apr 2, 2020
R

mikelzc1990 / nsganetv2

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[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

evolutionary-algorithms multi-objective-optimization auto-ml neural-architecture-search

Updated Sep 5, 2020
Python

jywang2016 / rBAS

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Implementation of the (beetle antennae search) BAS algorithm and its mutations in R code

r constrained-optimization multi-objective-optimization optimization-algorithms beetle-antennae-search beetle-swarm-antennae-search

Updated Mar 14, 2019
R

yyxhdy / arja

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Multi-Objective GP for Automated Repair of Java

genetic-algorithm genetic-programming software-engineering multi-objective-optimization bug-fix

Updated Aug 1, 2020
Java

informarte / yuck

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Yuck is a local-search constraint solver with FlatZinc interface

optimization multi-objective-optimization constraint-solver minizinc flatzinc hierarchical-optimization

Updated Oct 7, 2020
Scala

MasashiSode / MOBO

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constrained/unconstrained multi-objective bayesian optimization package.

genetic-algorithm global-optimization multi-objective-optimization gaussian-processes bayesian-optimization multiobjective-optimization gaussian-process-regression surrogate-model-based-optimization

Updated Dec 10, 2019
Python

ppgaluzio / MOBOpt

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Multi-objective Bayesian optimization

optimization multi-objective-optimization bayesian-optimization optimization-algorithms

Updated Aug 21, 2020
Python

sparisi / mips

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Minimal Policy Search Toolbox

reinforcement-learning mdp policy-gradient multi-objective-optimization pareto-front reps relative-entropy-policy-search

Updated May 19, 2020
MATLAB

ttajmajer / morl-dv

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Modular Multi-Objective Reinforcement Learning with Decision Values

machine-learning reinforcement-learning openai-gym multi-objective-optimization deep-q-network

Updated Sep 25, 2020
Python

zhandawei / Multiobjective_EGO_algorithms

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The standard and parallel multiobjective EGO algorithms

constrained-optimization multi-objective-optimization bayesian-optimization kriging expected-improvement

Updated Aug 13, 2020
MATLAB

felixreimann / opt4j

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Open

Parameters migration

FedorSmirnov89 commented Apr 4, 2018

Migrate and test the Parameters classes from the openDse to the Opt4J project.

Read more

good first issue

lfsimoes / beam_paco__gtoc5

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Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO

python beam-search ant-colony-optimization multi-objective-optimization bilevel-optimization spacecraft-trajectories gtoc5 p-aco aco tree-search pykep gtoc

Updated Dec 27, 2017
Jupyter Notebook

ash-aldujaili / BMOBench

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Black-Box Multi-Objective Optimization Benchmarking Platform

benchmarking optimization multi-objective-optimization nsga-ii

Updated Jul 19, 2016
C

vOptSolver / vOptSolver

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Solver of multiobjective linear optimization problems: description and documents

multi-objective-optimization

Updated Jul 1, 2020
TeX

kevin031060 / RL_TSP_4static

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Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper

deep-reinforcement-learning multi-objective-optimization drl neural-combinatorial-optimization

Updated Jun 8, 2020
Python

Nikronic / Optimized-MDVRP

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Open

Github Action does not find the uploaded files in the code repo

2

Nikronic commented Oct 4, 2019

When I wanted to test F.single_data_loader, CI failed due to file not found exception while the tests on local system runs successfully. (Pytest)

Actually, I really do not know what is difference between tests on local or remote virtual machine. This issue may occur because of

Read more

bug good first issue help wanted

ArkadiyD / MacroNASBenchmark

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Benchmarks for Macro Neural Architecture Search; used and described in the paper "Local Search is a Remarkably Strong Baseline for Neural Architecture Search", https://arxiv.org/abs/2004.08996

benchmarking multi-objective-optimization neural-architecture-search

Updated Apr 21, 2020
Python

vOptSolver / vOptGeneric.jl

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Solver of multiobjective linear optimization problems (MOMIP, MOLP, MOIP, MOCO): generic part

multi-objective-optimization

Updated Jul 22, 2020
Julia

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