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daunfamily's Projects

rsome

Robust Stochastic Optimization Made Easy

satellite-based-marine-debris-detection

SADMA: SAtellite baseD MArine debris detection

seapearl.jl

Julian hybrid constraint programming solver enhanced by a reinforcement learning driven search.

sepsense

Code to explore optimal remote sensing design for visual recognition with deep learning.

sndhlp

A branch-and-price-and-cut algorithm for service network design and hub location problem

solar-forecasting-framework

This repository includes the code for the paper titled as "Multi-Resolution, Multi-Horizon Distributed Solar PV Power Forecasting with Forecast Combinations".

solarsailspacedebrisde-orbiter

Project for JSSF, uses Orekit package in eclipse environment. It simulates a solar sail in orbit that rotates itself according to its position relative to the sun's light to adjust its trajectory in order to de-orbit space debris.

space-debris-reentry-prediction

A stacked LSTM network that predicts space debris reentry trajectory using its TLE Data

space_debris_trajectory

This code is based on Tech With Tim's "Planet Simulation in Python", and attempts to accurately determine the trajectory of a small body orbiting Earth (LEO, GEO or transit orbits), while taking into account radiation pressure, atmospheric drag and third body perturbations

stanford-solar-forecasting-dataset

Stanford sky images and PV power generation dataset for solar forecasting related research and applications

symphony

SYMPHONY is an open-source solver, callable library, and development framework for mixed-integer linear programs (MILPs) written in C with a number of unique features

tcc-vrp

Optimization Software to Solve the Vehicle Routing Problem with Mixed Pickup and Delivery and Time Windows

timefold-quickstarts

Get started with Timefold quickstarts here. Timefold is the successor of OptaPlanner, by the OptaPlanner team. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems

trackmpd-3d-particle-tracking-mpd

A 3D numerical model to Track Marine Plastic Debris

trajectories-of-ocean-debris

Code for project on long term trajectories of subsurface ocean debris in the north Pacific Ocean

treed

Visual representation of the branch-and-cut tree of SCIP using spatial dissimilarities of LP solutions

tsp

Traveling salesman code based on Gurobi using branch and cut

tsp-bnb-cp

Branch-and-Bound and Cutting plane algorithme for the TSP

tsp_vrp-model-heuristic

Python codes for the traveling salesman problem and vehicle routing problem

vehicle-routing-problem

KTH Artificial Intelligence (DD2380) final project VRP implemented in IP, PDDL and RL.

vehicle-routing-problem-gpu-cuda

This repo contains a source code in Python as well CUDA for VRP

vehicle_routing_column_generation

A demo on how use column generation in a primal heuristic for the Vehicle Routing Problem with Time Windows (VRPTW)

verypy

A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.

vroom

Vehicle Routing Open-source Optimization Machine

vrp

A project of the paper "Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning"

vrp-cg

Column generation

vrp-cg-dp

In this project we focus on the set covering based formulation for the capacitated vehicle routing problem (CVRP). A column generation approach based on dynamic programming has been used to find a lower bound to the optimal solution.

vrp-dact

This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has been accepted at NeurIPS 2021.

vrp-espprc

Elementary Shortest Path Problem with Resource Constraints

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