large-scale-optimization

There are 1 repository under large-scale-optimization topic.

Evolutionary-Intelligence / pypop
[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, meta-heuristics, auto-control etc.). [https://jmlr.org/papers/v25/23-0386.html]
global-optimization black-box-optimization large-scale-optimization population-based-optimization evolutionary-algorithms random-search zeroth-order-optimization gradient-free-optimization derivative-free-optimization continuous-optimization direct-search optimization-algorithms numerical-optimization evolution-strategies nonlinear-optimization particle-swarm-optimization differential-evolution genetic-algorithms estimation-of-distribution-algorithms consensus-based-optimization
Language:Python 267
MIT-SPARK / STRIDE
Solver for Large-Scale Rank-One Semidefinite Relaxations
semidefinite-programming convex-optimization large-scale-optimization semidefinite-relaxation polynomial-optimization
Language:MATLAB 70
Evolutionary-Intelligence / dpop7
A ray-based library of Distributed POPulation-based OPtimization for Large-Scale Black-Box Optimization.
black-box-optimization distributed-evolution-strategies distributed-evolutionary-algorithms distributed-optimization large-scale-optimization parallel-evolutionary-algorithms parallel-optimization population-based-optimization distributed-evolutionary-computation distributed-swarm-intelligence parallel-evolutionary-computation meta-heuristics nature-inspired-optimization
Language:Python 18
borelian / AdaptiveBenders
Code and computational experiments of the paper "Benders Adaptive-Cuts Method for Two-Stage Stochastic Programs" by Cristian Ramírez-Pico, Ivana Ljubić and Eduardo Moreno. arXiv:2203.00752
benders large-scale-optimization network-flow stochastic-optimization
Language:Jupyter Notebook 16
CompressRTP
PortPy-Project / CompressRTP
Compressed Radiation Treatment Planning [NeurIPS'24, MP'2025, PMB'23]
large-scale-optimization low-dimensional-embedding medical-physics radiation-oncology radiation-treatment-planning radiotherapy representation-learning
Language:Python 15
lehuutrung1412 / ImageRetrieval
Build content-based image retrieval system using deep learning, applied some large scale similarity search technicals like Kdtree, LSH, Faiss.
image-retrieval large-scale-optimization image-search-engine lsh-algorithm kdtree vgg16 deep-learning faiss
Language:Python 9
pabloguarda / mate
Network-wide estimation of traffic flow and travel time with data-driven macroscopic models
computational-graphs large-scale-optimization machine-learning neural-networks tensorflow transportation-network
Language:Python 7
Evolutionary-Intelligence / D-LM-MA
Distributed Low-Memory Matrix Adaptation (D-LM-MA) Evolution Strategy.
black-box-optimization distributed-evolutionary-algorithms large-scale-optimization distributed-evolution-strategies
Language:Python 5
HaiAu2501 / Black-Box-Optimization
This repository provides practical implementations, examples, and insights into various optimization methods, making it easier to understand and apply these concepts.
black-box-optimization evolution-strategies evolutionary-algorithms evolutionary-computation global-optimization jupyter-notebook large-scale-optimization learn-to-code multi-objective-optimization multi-task-optimization notebook optimization optimization-algorithms python
Language:Jupyter Notebook 3
sandialabs / rol
Rapid Optimization Library
large-scale-optimization numerical-optimization optimal-experimental-design pde-constrained-optimization stochastic-optimization trust-region-methods scr-1629 snl-science-libs
Language:C++ 3
tanmoyie / Operations-Research-projects
Operations research projects will be added in this repo
large-scale-optimization operations-research optimization optimization-algorithms
Language:Jupyter Notebook 3
QiqiDuan257 / evopt-lso
A pure-MATLAB library of EVolutionary (population-based) OPTimization for Large-Scale black-box continuous Optimization (evopt-lso).
matlab matlab-library evolutionary-computation evolutionary-computing evolutionary-algorithms black-box-optimization derivative-free-optimization zeorth-order-optimization gradient-free-optimization large-scale-optimization random-search cma-es benchmark-functions test-functions evolution-strategies direct-search
Language:MATLAB 2
QiqiDuan257 / pop-lsbbo
A pure-MATLAB library for POPulation-based Large-Scale Black-Box Optimization (pop-lsbbo).
matlab-library population-based-optimization large-scale-optimization black-box-optimization derivative-free-optimization optimization-without-derivatives gradient-free-optimization zeroth-order-optimization simulation-based-optimization direct-search model-based-optimization
Language:MATLAB 2
jackzbazuka / binary-knapsack-ga
Python implementation of a Genetic Algorithm to solve large scale binary knapsack problem
binary-knapsack evolutionary-algorithm genetic-algorithm knapsack-problem knapsack01 large-scale-optimization python311
Language:Python 0
kb2623 / cec2013lsgo
Problem for the CEC 2013 Special Session on Large-Scale Real-Parameter Optimization
benchmark-functions cec2013 large-scale-optimization optimization real-parameter-optimization cpp11 python
Language:C++
yhz0 / twosd_jl
A flexible framework for SD-like algorithms in Julia.
large-scale-optimization stochastic-optimization
Language:Julia