daunfamily's repositories
ADMM
With the help of the code of the paper "An Alternating Direction Method of Multiplier Based Problem Decomposition Scheme for Iteratively Improving Primal and Dual Solution Quality in Vehicle Routing Problem", it is applied to the VRPTW problem, joint optimization of honey peach picking and distribution.
ALNS-VRPTW-FL
Adaptive Large Neighborhood Search (ALNS) for the Vehicle Routing Problem with Time Windows, Flexible Service Locations and Time-dependent Location Capacity.
BA_space_debris
Bachelor thesis on "Efficient trajectory modelling for space debris evolution" at TUM in collaboration with ESA
BinPacking2D-BaC-Gurobi-Python
Exact solutions for two-dimensional bin packing problems by branch-and-cut
dvrp-stochastic-requests
Online algorithms for solving large-scale dynamic vehicle routing problems with stochastic requests
EasyIntegerProgramming
Easy Integer Programming
GA-and-B-C-solve-a-Nurse-Scheduling-Problem
Using the Genetic Algorithm (GA) and the Branch and Cut (B&C) methods to solve a Nurse Scheduling Problem (NSP). Both algorithms were coded on Python and 11 data instances were considered (each with a different number of nurses and shifts, and varying parameter values).
IEEE_CIS_3rd_Technical_Challenge_Optimiser
Optimisation engine used for solving the optimisation problem introduced in the “predict+optimise” competition, IEEE CIS 3rd Technical Challenge
Intra-hour_PV_predict_unet-lstm
code for "Intra-hour Photovoltaic Generation Forecasting based on Multi-source Data and Deep Learning Methods." IEEE Transactions on Sustainable Energy
JAMPR
Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention
Location_Models-Networkx-Gurobi
Example codes for IEM 4203/5203: shortest paths, transportation problem, k-median, k-center, set cover, facility location, max k-cover
MARIDA-Marine-Debris-Archive-
Quick Start Guide for MARIDA (Marine Debris Archive)
marine_debris_detection_ML
Marine debris detection with commercial satellite imagery and deep learning.
Mobile_Robotics_Simulation
Mobile Robotics has been evolving as one of the most promising domains in the field of Robotics. The ability of these robots to explore and maneuver in complex environments without human intervention attracts the attention of researchers across the globe.
modeling_examples_using_gurobi_in_python
how to create models using Gurobi in Python
multi-objective-CVRPTW
My Edinburgh Napier University Honours Project: investigating the multi-objective Capacitated Vehicle Routing Problem with Time Windows (CVRPTW).
Plastic-waste-Pathfinder
A numerical model that simulates the spatiotemporal distribution and trajectories of macroplastic waste within a river basin
python-moiptimiser-
Multi-Objective Integer Programming with Gurobi and Python
RL_back2depot_VRP
Reinforcement learning for the return-to-depot policy in VRP
Route-Planning-for-Active-Space-Debris-Removal
Algorithms for multi-rendezvous space trajectory optimization for active space removal based on a travelling salesman problem variant
RouteOptimisation-ReinforcementLearning-Metaheuristics
Solving the Multi-Objective Vehicle Routing Problem with the time window constraint through Genetic Algorithms
SAtellite-based-Marine-debris-detection
SADMA: SAtellite baseD MArine debris detection
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".
Space-Debris-Reentry-Prediction
A stacked LSTM network that predicts space debris reentry trajectory using its TLE Data
trajectories-of-ocean-debris
Code for project on long term trajectories of subsurface ocean debris in the north Pacific Ocean
TSP_VRP-model-heuristic
Python codes for the traveling salesman problem and vehicle routing problem
VRPTW-ALNS-Gurobi
Hobby project to solve a routing problem I encounter while making cycling routes. Read OSM data, obtain a distance matrix with OSRM, get feasible solutions with an ALNS, and compute lowerbounds with a MIP in Gurobi.
VRPTW-Column-Generation
A solution to the VRPTW problem using the Column Generation algorithm. Implementation with Python using the Gurobi optimizer (license needed)