Different meta-heuristic optimization techniques for feature selection
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Updated
May 19, 2020 - Python
Different meta-heuristic optimization techniques for feature selection
A list of optimization algorithms and their sample codes
Open-source framework for adaptive manufacturing processes scheduling
Customising optimisation metaheuristics via hyper-heuristic search (CUSTOMHyS). This framework provides tools for solving, but not limited to, continuous optimisation problems using a hyper-heuristic approach for customising metaheuristics. Such an approach is powered by a strategy based on Simulated Annealing. Also, several search operators ser…
This paper presents an intelligent sizing method to improve the performance and efficiency of a CMOS Ring Oscillator (RO). The proposed approach is based on the simultaneous utilization of powerful and new multi-objective optimization techniques along with a circuit simulator under a data link. The proposed optimizing tool creates a perfect trad…
The Stochastic Optimisation Software (SOS) is a research-oriented software platform for Metaheuristic Optimisation (Stochastic Optimisation). If you are using SOS, please acknowledge the article "Caraffini, F.; Iacca, G. The SOS Platform: Designing, Tuning and Statistically Benchmarking Optimisation Algorithms. Mathematics 2020, 8, 785." (https:…
A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning
Search for a model and corresponding hyperparameters that best model your data
Matlab code for Remora Optimization Algorithm (ROA)
A Python implementation of the paper "Duelist Algorithm: An Algorithm Inspired by How Duelist Improve Their Capabilities in a Duel" https://arxiv.org/abs/1512.00708
C++ template classes of metaheuristic algorithms including GA, NSGA2, NSGA3, PSO,AOS, etc
A new optimization method based on the dynamic of sliding motion along a frictionless inclined plane. In IPO, a collection of agents cooperate with each other and move toward better positions in the search space by employing Newton’s second law and equations of motion. The standard version of the IPO is presented by Mozafari et al. in 2016. Powe…
The codes for metaheuristic optimization algorithms
Implementation of three nature-inspired search algorithms: Bees Algorithm, Bat Algorithm, and Firefly Algorithm
Simple Assembly Line Balancing Problem Type 2
The purpose of this repository is to present applications of different programming languages in scientific problems.
Large suite of algorithms for black-box optimization in C++ with python wrappers.
Heterogeneous Improved Dynamic Multi-Swarm PSO (HIDMS-PSO) algorithm.
All courses assignements, exams and projects done during the year study at Data ScienceTech Institute (DSTI).
Routing problem in heterogeneous fleet is discussed.
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