There are 4 repositories under meta-heuristics topic.
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dnn_opt is a machine learning library to perform optimization and neural network training by using meta-heuristics with multi-core and GPU support
A ray-based library of Distributed POPulation-based OPtimization for Large-Scale Black-Box Optimization.
(Code) A new workload prediction model using extreme learning machine and enhanced tug of war optimization
HGJO: An improved golden jackal optimization for Otsu’s method based multilevel image thresholding
Implementation of a solution to Jdata GOC
VNS-SOLVER : implementation of the VNS meta-heuristic using the C programming language
Machine Learning Hyper-parameter Tuning processes
Efficient Time-series Forecasting using Neural Network and Opposition-based Coral Reefs Optimization
Techniques and applications of optimisation in operations research, including linear programming, integer programming, dynamic programming and meta-heuristics. Use of Python and the Gurobi optimisation package for linear and integer programming.
Online selection hyper-heuristic with generic parameter control in low-level heuristics (meta-heuristic).
(Code IQSO-MLP) nQSV-Net: a novel queuing search variant for global space search and workload modeling
Julia library for the Determinant-Optimality Problem (D-OPT)
Meta-heuristic approaches to select important features only for performance enhancement in effective Intrusion Detection System.
A C++ program that resolve a TSP problem using Local Search and Tabu Search metaheuristics with small variants. Download report here https://github.com/EduBic/TSP-MetaheuristicSolvers-Documentation/releases
Coursework for CSCI-633 Bio-Inspired Intelligent Systems
Master Thesis for M.Sc. Business Education - Pre-Trained Denoising Autoencoders Long Short-Term Memory Networks as probabilistic Models for Estimation of Distribution Genetic Programming
Functional Link Adaptive Bacterial Foraging using Life Cycle and Social Learning
A project @ Production System Analysis.
HyPy is a general hyper-heuristic package for solving combinatorial optimization problems by employing and developing hyper-heuristics.
Implementation of algorithms for Aircraft Landing Problem
Assignements in genetic algorithms class
A competition among MSc Business Analytics cohorts to build the best 3 heuristic models to solve modified Capacitated Vehicle Routing Problem (CVRP) in VBA
ゲームで学ぶ探索アルゴリズム実践入門~木探索とメタヒューリスティクス(著)青木栄太 のコードをJulia言語で実装してみるrepo。
Iterated Local Search method with Tabu-Search to tackle Biskup's single machine scheduling problem with tardiness and earliness penalties. Assignment for the course PRO5826.
Graph Algorithms, Genetic Algorithms, Simulated Annealing, Swarm Intelligence, Heuristics, Minimax and Meta-Heuristics
Todo o conteúdo produzido para a unidade curricular IART (Inteligência Artificial), para o curso em Engenharia Informática e Computação na FEUP