multi-objective-optimization topic

Official public repository for the XtalOpt crystallographic multi-objective evolutionary algorithm

xtalopt

This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo packag...

tstran155

AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning. AAAI, 2023.

EnnengYang

Fog and Cloud Computing Optimization in Mobile IoT Environments

JoseCVieira

Proposed a mathematical model for optimizing the profits and emissions while setting dynamic prices of electricity. A bilevel & multi-objective model is proposed for maximizing profits of retailer, mi...

vikas9087

A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases

FoamScience

[Neurocomputing, 2023] Personalized Robotic Control via Constrained Multi-Objective Reinforcement Learning

TMIS-Turbo

Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".

lamda-bbo

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

TorchJD

Implementation of NSGA-II in Python

smkalami