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Projects in Awesome Lists tagged with multiobjective-optimization

A curated list of projects in awesome lists tagged with multiobjective-optimization .

https://github.com/jMetal/jMetal

jMetal: a framework for multi-objective optimization with metaheuristics

java metaheuristics multiobjective-optimization software-framework

Last synced: 10 Jan 2026

https://github.com/TorchJD/torchjd

Library for Jacobian descent with PyTorch. It enables the optimization of neural networks with multiple losses (e.g. multi-task learning).

deep-learning jacobian-descent multi-objective-optimization multi-task-learning multiobjective-optimization multitask-learning optimization python pytorch torch

Last synced: 16 Nov 2025

https://github.com/experimental-design/bofire

Experimental design and (multi-objective) bayesian optimization.

active-learning bayesian-optimization cheminformatics experimental-design multiobjective-optimization

Last synced: 08 Apr 2025

https://github.com/torchjd/torchjd

Library for Jacobian descent with PyTorch. It enables optimization of neural networks with multiple losses (e.g. multi-task learning).

deep-learning jacobian-descent multi-objective-optimization multi-task-learning multiobjective-optimization multitask-learning optimization python pytorch torch

Last synced: 16 May 2025

https://github.com/emi-group/evomo

EvoMO is a GPU-accelerated library for evolutionary multiobjective optimization (EMO)

evolutionary-algorithms evolutionary-computation gpu-acceleration gpu-computing multiobjective-optimization pytorch

Last synced: 26 Jan 2026

https://github.com/mbelmadani/moead-py

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

algorithm deap decomposition evolutionary-algorithm moead multiobjective-optimization nsga-ii

Last synced: 07 May 2025

https://github.com/nmichlo/ruck

🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning

evolutionary-algorithms genetic-algorithms multiobjective-optimization multiprocessing nsga-ii numba numpy python python3 raylib

Last synced: 26 Oct 2025

https://github.com/amirmasoudabdol/nsga2

Refactored NSGA2, Non-dominated sorting genetic algorithm, implementation in C based on the code written by Dr. Kalyanmoy Deb.

constraints multiobjective-optimization nsga-ii nsga2

Last synced: 23 Mar 2025

https://github.com/fcampelo/moeadr

R package MOEADr, a modular implementation of the Multiobjective Evolutionary Algorithm with Decomposition (MOEA/D) framework

moead multiobjective-optimization r-package

Last synced: 22 Oct 2025

https://github.com/ami-iit/paper_bergonti_2024_icra_codesign-morphing-drones

Supplementary Material "Co-Design Optimisation of Morphing Topology and Control of Winged Drones" published in IEEE 2024 International Conference on Robotics and Automation (ICRA)

aerial-robotics codesign evolutionary-algorithms multiobjective-optimization robotics trajectory-optimization

Last synced: 22 Jun 2025

https://github.com/EDSEL-skoltech/multi_objective_irrigation

Multi-objective irrigation optimization using a crop simulation model and historical weather data

agriculture irrigation multiobjective-optimization

Last synced: 08 May 2025

https://github.com/ngocbh/geneticpython

A simple and user-friendly Python framework for genetic-based algorithms

algorithms evolutionary-algorithms genetic-algorithm multiobjective-optimization nsga-ii python-framework

Last synced: 11 Sep 2025

https://github.com/amirmasoudabdol/amosa

Refactored AMOSA, Archived Multi Objective Simulated Annealing, implementation in C based on the code written by Sriparna Saha.

multiobjective-optimization optimization-algorithms simulated-annealing

Last synced: 03 Aug 2025

https://github.com/manuparra/spea2

C code for Strength Pareto Evolutionary Algorithm from authors Eckart Zitzler, Marco Laumanns, and Lothar Thiele

evolutionary-algorithms multiobjective-optimization pareto-front spea2

Last synced: 12 Apr 2025

https://github.com/giuliots95/Optimize_pipe_diameter_and_pressure_drop

The code in this project solves the problem of finding the optimal diameter for a straight pipe conveying an incompressible fluid, for user defined mass flow rates. The best design solution is considered the one that minimizes both the pressure drop per unitary pipe length and the pipe diameter. Solutions are ranked according to TOPSIS method. The user can input the pipe absolute roughness, to identify the pipe material, and the density and dynamic viscosity, depending from the fluid to be studied.

genetic-algorithm multiobjective-optimization pareto pipe pressure-drop

Last synced: 06 Apr 2025

https://github.com/atoosaparsa/adaptiveforcechains

Source code for "Evolution of Adaptive Force Chains in Reconfigurable Granular Metamaterials"

evolutionary-computation force-chains granular-material metamaterials multiobjective-optimization sim2real soft-robotics variable-stiffness

Last synced: 06 Mar 2025

https://github.com/leechristie/antibiotic-optimisation

Source for "Multi-Objective Evolutionary Optimisation of Antibiotic Treatments" (Ochoa, Christie, Brownlee, & Hoyle, 2020).

antibiotics computer-science java metaheuristics multiobjective-optimization optimization python python3 research

Last synced: 30 Dec 2025

https://github.com/nitsas/pareto-approximator

Approximate the Pareto set using the chord algorithm. (multiobjective optimization, c++)

algorithm c-plus-plus multiobjective-optimization

Last synced: 05 Jul 2025

https://github.com/oliveira-sh/pymocd

A Multi-objective community detection library written in Rust exposed to python through PyO3

community-detection multiobjective-optimization pareto-front

Last synced: 04 Apr 2025

https://github.com/jlepird/prefer

A Bayesian algorithm for pairwise preference elicitation

bayesian-inference multiobjective-optimization preference-elicitation r-package

Last synced: 22 Oct 2025

https://github.com/thiagodnf/jmetrics

Evaluating Pareto-fronts generated by jMetal Framework

analysis evaluation java jmetal jmetal-framework multiobjective-optimization optimization-algorithms

Last synced: 17 Mar 2025

https://github.com/bhrnjica/quenching_simulation

Numerical simulation of quenching cylindrical samples of steel.

axisymmetry fem heat-transfer multiobjective-optimization

Last synced: 16 Jan 2026

https://github.com/atoosaparsa/robosoft-2023

Code for "Evolving Variable Stiffness Fiber Patterns for Multi-shape Robotic Sheets", Parsa et al., Robosoft 2023

evolutionary-computation evolutionary-roboti multiobjective-optimization robot-simulation sim2re soft-robotics variable-stiffness

Last synced: 06 Mar 2025

https://github.com/aquemy/zenosolver

Optimal solver for multiobjectives MultiZenoTravel problems.

c-plus-plus-14 multiobjective-optimization research-project

Last synced: 20 Oct 2025

https://github.com/eigenzy/cmpso

Coevolutionary Multi-Objective Particle Swarm Optimization [MATLAB]

matlab multiobjective-optimization optimization particle-swarm-optimization

Last synced: 28 Feb 2025

https://github.com/pritamgouda11/multi-objective-optimization-in-recommendation-systems

This work contributes to the growing body of research on MOO in recommender systems and offers practical insights for e-commerce applications where multiple objectives must be optimized simultaneously.

multiobjective-optimization recommendation-system

Last synced: 04 Mar 2025

https://github.com/pintamonas4575/biocomp-project-maadm-upm

Bio inspired and evolutionary algorithms applied to different problems. Subject of master´s degree in Machine Learning and Big Data in UPM.

deep-learning genetic-algorithms machine-learning multiobjective-optimization optimization-functions pareto-front tsp-problem zdt-problem

Last synced: 08 Apr 2025