An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: optimization-methods

estellederrien/python-optimizations

My Management science, and Mathematical Engineering Optimizations python notebooks.

Language: Jupyter Notebook - Size: 119 MB - Last synced at: about 20 hours ago - Pushed at: about 20 hours ago - Stars: 0 - Forks: 0

mcnaim0/Optimal_Engine_Crankshaft_Fatigue_Life_using_XGBoost

Optimizing engine crankshaft fatigue life using XGBoost

Language: Jupyter Notebook - Size: 306 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0

Tungtran0310/External-DB-Dummy-Plugin-for-WordPress

This repository provides a simple way to connect a WordPress plugin to external databases, reducing load on the main database. Explore the `the-idea/` folder for a basic example of how to implement this connection. 🐙💻

Language: PHP - Size: 41 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

MerkulovDaniil/hse25

Репозиторий с материалами курса Методы Оптимизации в Машинном Обучении. ФКН ВШЭ. 2025

Language: Jupyter Notebook - Size: 447 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 10

denehoffman/laddu

Amplitude analysis made short and sweet

Language: Rust - Size: 176 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 3 - Forks: 0

cvanaret/Uno

A next-gen SQP & barrier solver for nonlinearly constrained optimization

Language: C++ - Size: 45.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 335 - Forks: 27

cvxgrp/cvxportfolio

Portfolio optimization and back-testing.

Language: Python - Size: 173 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1,086 - Forks: 270

fedemagnani/optimization-solvers

Numerical optimization solvers for unconstrained and simple-bounds constrained convex optimization problems in Rust

Language: Rust - Size: 10.1 MB - Last synced at: 2 days ago - Pushed at: 4 days ago - Stars: 10 - Forks: 0

JuliaNLSolvers/LineSearches.jl

Line search methods for optimization and root-finding

Language: Julia - Size: 392 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 134 - Forks: 36

MerkulovDaniil/optim

💎A site, that contains systematic optimization methods and theory review

Language: Jupyter Notebook - Size: 388 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 116 - Forks: 102

blockwise-direct-search/bds

Blockwise Direct Search (MATLAB version)

Language: MATLAB - Size: 8.22 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 4 - Forks: 11

blockwise-direct-search/bds_development

Arhiva of the MATLAB version of Blockwise Direct Search

Language: MATLAB - Size: 76.2 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

semazurek/ET-Optimizer

ET is a powerful application to improve performance, debloat, optimize and enhance privacy for Windows 10/11.

Language: C# - Size: 6.66 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 429 - Forks: 34

zwg770123/THRO

Tianji's horse racing optimization (THRO): A new metaheuristic inspired by ancient wisdom in the Chinese history.

Language: MATLAB - Size: 1.78 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

LSDOlab/modopt

A MODular development environment and library for OPTimization algorithms

Language: Python - Size: 6.57 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 8 - Forks: 4

LabShuHangGU/IGA-INR

ICML2025-Inductive Gradient Adjustment for Spectral Bias in Implicit Neural Representations

Language: Jupyter Notebook - Size: 49.1 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 19 - Forks: 1

VolkanSah/External-DB-Dummy-Plugin-for-WordPress

This repo demonstrates how to connect a WordPress plugin to one or more external databases, using basic hardcoded connection pooling logic (no GUI, no config screen).

Language: PHP - Size: 68.4 KB - Last synced at: 7 days ago - Pushed at: 22 days ago - Stars: 1 - Forks: 0

Tim-Salzmann/l4casadi

Use PyTorch Models with CasADi for data-driven optimization or learning-based optimal control. Supports Acados.

Language: Python - Size: 24.4 MB - Last synced at: 19 days ago - Pushed at: 3 months ago - Stars: 461 - Forks: 37

bigkwii/cutting-plane-game-2

The Cutting Plane Game v2 - My CS thesis project

Language: GDScript - Size: 592 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

VolkanSah/optimize-MySQL-MariaDB

This configuration file includes some common settings to optimize MySQL or MariaDB performance, such as the innodb_buffer_pool_size, query_cache_size, and wait_timeout parameters.

Size: 26.4 KB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 6

ispaneli/lippy

A module for solving linear programming problems on Python.

Language: Python - Size: 136 KB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 19 - Forks: 3

PatWie/CppNumericalSolvers

a lightweight header-only C++17 library of numerical optimization methods for (un-)constrained nonlinear functions and expression templates

Language: C++ - Size: 694 KB - Last synced at: 21 days ago - Pushed at: 22 days ago - Stars: 903 - Forks: 204

esa/pagmo2

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Language: C++ - Size: 58.3 MB - Last synced at: 17 days ago - Pushed at: 2 months ago - Stars: 874 - Forks: 166

bibymaths/phoskintime

An optimization driven ODE-based modeling pipeline for analyzing cell-signaling dynamics over time.

Language: Python - Size: 35.6 MB - Last synced at: 13 days ago - Pushed at: 30 days ago - Stars: 0 - Forks: 1

benchopt/benchopt

Making your benchmark of optimization algorithms simple and open

Language: Python - Size: 2.06 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 263 - Forks: 64

wouterbles/pyaugmecon

An AUGMECON based multi-objective optimization solver for Pyomo.

Language: Python - Size: 644 KB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 28 - Forks: 8

argmin-rs/argmin

Numerical optimization in pure Rust

Language: Rust - Size: 46.9 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 1,115 - Forks: 90

anuragagrawaal/pyPortfolioAnalysis

'Portfolio Analysis, methods for portfolio optimization'

Language: Python - Size: 3.35 MB - Last synced at: 27 days ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 4

esa/pygmo2

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Language: C++ - Size: 13.9 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 477 - Forks: 59

SciNim/numericalnim

A collection of numerical methods written in Nim

Language: Nim - Size: 729 KB - Last synced at: 22 days ago - Pushed at: 9 months ago - Stars: 90 - Forks: 9

ali-izhar/numerical_optimization_of_ai Fork of saeedahmadicp/numerical_optimization_of_ai

Implementations of numerical optimization methods

Language: Python - Size: 4.17 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

PSORLab/EAGO.jl

A development environment for robust and global optimization

Language: Julia - Size: 6.14 MB - Last synced at: 21 days ago - Pushed at: about 2 months ago - Stars: 148 - Forks: 17

AishwaryaGade02/User-Expanse-Forecasting-using-XGBoost

Project that looks at past spending patterns to predict future expenses, helping users plan their budgets more effectively and make smarter financial decisions.

Language: Python - Size: 5.86 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

forieux/qmm

Python Quadratic Majorization-Minimization (MM) optimization algorithms of half-quadratic criteria. Inverses problems, image restoration, denoising, ...

Language: Python - Size: 797 KB - Last synced at: 9 days ago - Pushed at: 2 months ago - Stars: 17 - Forks: 3

jaswinder9051998/zoofs

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

Language: Python - Size: 6.75 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 245 - Forks: 46

KMORaza/BO-based-Damper_Placement_Optimization--approach2

Optimal damper placement in automotive mechanical suspension implemented using Bayesian Optimization (BO) and written in Java

Language: Java - Size: 48.8 KB - Last synced at: 23 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

lindonroberts/trust-region

Python trust-region subproblem solvers for nonlinear optimization

Language: Python - Size: 83 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 27 - Forks: 3

sebasmos/QuantumVE

Accelerating Quantum Machine Learning via Vector Embeddings in GPUs

Language: Jupyter Notebook - Size: 11.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 4

AndreiChertkov/ttopt

Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.

Language: Python - Size: 629 KB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 3

skku-vault/skku-sp

23-2 시스템프로그램 (prof. 엄영익)

Language: C - Size: 2.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

OleksiyPenkov/X-RayCalc3

X-Ray Calc 3 is a modern revised and improved version of software for computer simulation and LFPSO curve fitting of X-ray reflectivity (XRR).

Language: Pascal - Size: 1.31 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 2

roliveros-ramos/calibrar

Automated Parameter Estimation for Complex Models

Language: R - Size: 3.82 MB - Last synced at: 3 days ago - Pushed at: 2 months ago - Stars: 8 - Forks: 2

denehoffman/ganesh

A Rust optimization library

Language: Rust - Size: 48.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 9 - Forks: 1

anuragzete/Practice-Questions

Practice Questions Repository – A collection of coding problems and solutions covering various algorithms, data structures, and programming concepts. Ideal for honing problem-solving skills and preparing for technical interviews.

Language: Java - Size: 9.77 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Aradhye2002/selective-peft-toolkit

Official implementation of the paper "Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models"

Language: Python - Size: 27.3 KB - Last synced at: 26 days ago - Pushed at: 10 months ago - Stars: 8 - Forks: 0

NikoMalik/low-level-functions

Low-level functions for golang that help to avoid allocations

Language: Go - Size: 114 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 25 - Forks: 1

Kxnstrxktiv/WINCL

A free Tweaking util for windows 10 and 11 written in Batch

Size: 147 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

quant-sci/optymus

Optimization methods for science and engineering.

Language: Python - Size: 115 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

americocunhajr/CEopt

CEopt is a Matlab routine for non-convex optimization using the Cross-Entropy method and augmented Lagrangian formulation.

Language: MATLAB - Size: 12.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

omdxp/Quasi-Newton

A matlab function for steepest descent optimization using Quasi Newton's method : BGFS & DFP

Language: MATLAB - Size: 9.77 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 2

Nico-Curti/PhDthesis

PhD thesis in Applied Physics

Language: TeX - Size: 220 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 0

KMORaza/Optimizing_Hydroelectric_Power_Generation

Language: Java - Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

mbeps/artificial-intelligence-university-notes

Notes for MSc Artificial Intelligence for King's College London

Size: 123 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

VictoorV/Planification_industrielle_supply_chain1

L’objectif de ce projet est de proposer des solutions permettant d'optimiser la distribution de ressources et de minimiser les coûts de transport.

Language: AMPL - Size: 508 KB - Last synced at: 19 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Jonckale/win-optimization

Win-optimization refers to the process of enhancing performance, efficiency, and overall effectiveness, particularly in contexts like computer systems, software applications, or business operations.

Size: 1.95 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

mike-gimelfarb/bboptpy

Powerful and scalable black-box optimization algorithms for Python and C++.

Language: C++ - Size: 2.44 MB - Last synced at: 28 days ago - Pushed at: 3 months ago - Stars: 7 - Forks: 1

seleb/PICO-8-Token-Optimizations

A list of general purpose tricks and techniques for saving tokens in PICO-8.

Size: 10.7 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 144 - Forks: 8

coin-or/SHOT

A solver for mixed-integer nonlinear optimization problems

Language: C++ - Size: 27.6 MB - Last synced at: 2 days ago - Pushed at: 2 months ago - Stars: 121 - Forks: 27

globalMOO/gmoo-sdk-csharp

A C# SDK for interacting with the globalMOO API, providing a simple and intuitive interface for optimization tasks.

Language: C# - Size: 20.5 KB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

CasuallyPassingBy/Grey-Wolf-Optimizer-cpp

A C++ implementation of the meta-heuristic based on Grey Wolves

Language: C++ - Size: 1000 Bytes - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Samya-S/Optimization-Techniques-Lab

Optimization Techniques Lab (MA39207)

Language: C++ - Size: 35.8 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

foo123/code-optimization-methods

A summary of code optimization methods

Size: 84 KB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 47 - Forks: 16

krichelj/gymAsteroids

Asteroids evasion using OpenAI's gym Reinforcement Learning (RL) package - M.Sc. Thesis in Computer Science, Ben Gurion University Ben Gurion University of the Negev, Israel

Language: Python - Size: 21.5 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

DeveloperPaul123/genetic

A performant and flexible genetic algorithm implemented in C++20/23.

Language: C++ - Size: 1.62 MB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 19 - Forks: 1

avaneev/biteopt

Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP

Language: C++ - Size: 3.32 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 148 - Forks: 9

fxrshed/root-newton

Language: Jupyter Notebook - Size: 3.87 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

MoinDalvs/Gradient_Descent_For_beginners

Gradient_descent_Complete_In_Depth_for beginners

Language: Jupyter Notebook - Size: 1.36 MB - Last synced at: 7 days ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

kernelism/Optimization-Techniques-Calculators 📦

A simple and easy-to-use CLI application that can be used to solve optimization math problems!

Language: Python - Size: 107 KB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 2

Jungstershark/P-Median-Problem

The P-Median Problem project uses metaheuristic optimization to solve the p-median location problem, with Jupyter notebooks implementing random sampling and local search algorithms to minimize service distances.

Language: Jupyter Notebook - Size: 3.05 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

VictoorV/Planification_industrielle_supply_chain2

Planification optimale du fonctionnement d'une usine.

Language: AMPL - Size: 362 KB - Last synced at: 19 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

hallame/dichotomy_method

dichotomy minimization method

Language: HTML - Size: 39.6 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

raymondyfei/lbfgsb-gpu

An open source library for the GPU-implementation of L-BFGS-B algorithm

Language: C++ - Size: 75.2 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 118 - Forks: 18

esotericenderman/minecraft-dungeons-optimiser 📦

A simple script to quicken the boot time of Minecraft Dungeons by removing the unneeded loading videos.

Language: TypeScript - Size: 43 KB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

artamonoff/optimization

Материалы к курсу Методы оптимизации и Теория игр МГИМО МИД России

Language: Jupyter Notebook - Size: 6.14 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 3

francescobaio/SMMhomeworks

This repository contains comprehensive solutions and analyses for four key homework assignments in the realm of Statistical and Machine Learning. The repository is structured to include both the original PDFs of the homework assignments and Jupyter notebooks that provide detailed code solutions.

Language: Python - Size: 43.3 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

mohmdelsayed/HesScale

Scalable Computation of Hessian Diagonals

Language: Python - Size: 642 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 0

AlephVenXm/Main

Main Alephs repo

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 1

GVourvachakis/Gamma_distribution_aware_MDS-based_heuristic_algorithm

A Distribution Aware MDS-based Heuristic Algorithm for Large-Scale Data Dimensionality Reduction

Language: Jupyter Notebook - Size: 354 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 1

Rezajv95/heuristic-approaches-for-the-inventory-routing-problem-with-backlogging

Inventory routing problem

Language: Python - Size: 348 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 1

sc0v0ne/ExploreOptimization

Explore Optimization

Language: Jupyter Notebook - Size: 192 KB - Last synced at: 6 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

alecruces/OptiRice

Exploring optimization methods like Gradient Descent and BCGD in semi-supervised learning for rice seeds classification

Language: Jupyter Notebook - Size: 727 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

miguelcarcamov/gpuvmem

GPU Framework for Radio Astronomical Image Synthesis

Language: Cuda - Size: 503 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 28 - Forks: 3

toschaefer/Lucon.jl

loss optimization under unitary constraint

Language: Julia - Size: 319 KB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

Zheren1999/optimization-the-cross-sectional-geometry-of-a-doubly-clamped-beam-

Optimization the cross-sectional area for a double-clamped beam (Python)

Language: Python - Size: 59.6 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

microprediction/tuneup

Comparison of global optimization algorithms, including scipy, optuna, hyperopt, platypus, facebook-ax, pysot and others.

Language: Python - Size: 126 KB - Last synced at: 8 days ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 3

Free-Analytics/Kaggle

16 optimizing insights on ensemble learning with Python.

Language: Jupyter Notebook - Size: 31.2 MB - Last synced at: 5 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

draktr/findi-descent

FinDi: Finite Difference Gradient Descent can optimize any function, including the ones without analytic form, by employing finite difference numerical differentiation within a gradient descent algorithm

Language: Python - Size: 179 KB - Last synced at: 10 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

xuefeicao/cdn

Causal Dynamic Network Modeling

Language: Python - Size: 23 MB - Last synced at: 12 days ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 4

Nicolepcx/transformers-the-definitive-guide

This is the official repository for the book Transformers - The Definitive Guide

Language: Jupyter Notebook - Size: 9.86 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 13 - Forks: 5

redb0/Algorithm-selective-averaging-coordinates 📦

Algorithm of selective averaging of coordinates (SAC)

Language: Python - Size: 1.61 MB - Last synced at: 4 months ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

Josa9321/JuMENTO.jl

JUlia augMENted ε-consTraint Optimisation (Jumento) - A package with AUGMECON and AUGMECON 2

Language: Julia - Size: 51.4 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

vikas9087/Bilevel-Optimization-Emissions

Proposed a mathematical model for optimizing the profits and emissions while setting dynamic prices of electricity. A bilevel & multi-objective model is proposed for maximizing profits of retailer, minimizing the emissions produced, & minimizing the total cost of customers.

Language: Jupyter Notebook - Size: 3.66 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 5

wassimmazouz/benchmark_glm

Benchopt benchmark for GLMs

Language: Python - Size: 526 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

InnerShadow/Operations-research

RFE BSU operations research labs

Language: R - Size: 4.3 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

aliasgharheidaricom/Hunger-Games-Search-Visions-Conception-Implementation-Deep-Analysis-and-Performance-Shifts

Visit: https://aliasgharheidari.com/HGS.html. HGS optimizer is a population-based method with stochastic switching elements that enrich its main exploratory and exploitative behaviors and flexibility of HGS in dealing with challenging problem landscapes. The algorithm has been compared to LSHADE, SPS_L_SHADE_EIG, LSHADE_cnEpSi, SHADE, SADE, MPEDE, and JDE methods.

Language: MATLAB - Size: 2.92 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 1

aliasgharheidaricom/RUN-Beyond-the-Metaphor-An-Efficient-Optimization-Algorithm-Based-on-Runge-Kutta-Method

The optimization field suffers from the metaphor-based “pseudo-novel” or “fancy” optimizers. Most of these cliché methods mimic animals' searching trends and possess a small contribution to the optimization process itself. Most of these cliché methods suffer from the locally efficient performance, biased verification methods on easy problems, and high similarity between their components' interactions. This study attempts to go beyond the traps of metaphors and introduce a novel metaphor-free population-based optimization based on the mathematical foundations and ideas of the Runge Kutta (RK) method widely well-known in mathematics. The proposed RUNge Kutta optimizer (RUN) was developed to deal with various types of optimization problems in the future. The RUN utilizes the logic of slope variations computed by the RK method as a promising and logical searching mechanism for global optimization. This search mechanism benefits from two active exploration and exploitation phases for exploring the promising regions in the feature space and constructive movement toward the global best solution. Furthermore, an enhanced solution quality (ESQ) mechanism is employed to avoid the local optimal solutions and increase convergence speed. The RUN algorithm's efficiency was evaluated by comparing with other metaheuristic algorithms in 50 mathematical test functions and four real-world engineering problems. The RUN provided very promising and competitive results, showing superior exploration and exploitation tendencies, fast convergence rate, and local optima avoidance. In optimizing the constrained engineering problems, the metaphor-free RUN demonstrated its suitable performance as well. The authors invite the community for extensive evaluations of this deep-rooted optimizer as a promising tool for real-world optimization. The source codes, supplementary materials, and guidance for the developed method will be publicly available at different hubs at http://aliasgharheidari.com/RUN.html.

Language: MATLAB - Size: 2.91 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 2

hasansozer/MOSARCH

Recovery of Modular Software Architectures with Exact and Heuristic Clustering Methods

Language: Python - Size: 149 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

PasaOpasen/SimplestSimulatedAnnealing

Simplest fast implementation of simulated annlealing method

Language: Python - Size: 1.81 MB - Last synced at: 29 days ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

cilix-ai/on-the-fly-guidance

[MICCAI 2024] On-the-Fly Guidance Training for Medical Image Registration. Pre-print available in link below.

Language: Python - Size: 142 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 26 - Forks: 3

diegoinacio/mcdm-methods

✨ Multi-criteria decision-making methods

Language: Jupyter Notebook - Size: 95.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Related Keywords
optimization-methods 320 optimization 124 optimization-algorithms 122 python 49 machine-learning 44 optimization-tools 28 genetic-algorithm 26 deep-learning 17 python3 17 gradient-descent 15 evolutionary-algorithms 14 convex-optimization 13 matlab 13 optimizer 12 cpp 10 mathematics 10 metaheuristics 10 numerical-optimization 9 artificial-intelligence 9 algorithms 9 global-optimization 9 operations-research 9 deep-neural-networks 8 optimization-problem 8 constrained-optimization 7 linear-programming 7 nonlinear-optimization 7 parallel-computing 7 jupyter-notebook 7 pytorch 6 genetic-algorithms 6 neural-networks 6 simulated-annealing 6 data-science 6 math 6 numerical-methods 6 particle-swarm-optimization 6 evolutionary-computation 6 logistic-regression 5 regression 5 linear-algebra 5 swarm-intelligence 5 simplex-method 5 optimization-library 5 c 5 tensorflow 5 physics 5 multi-objective-optimization 5 reinforcement-learning 5 optimisation 5 evolutionary-algorithm 5 non-linear-optimization 4 feature-selection 4 mpi 4 genetic-optimization-algorithm 4 data-structures 4 optimization-algorithm 4 metaheuristic-optimisation 4 java 4 unconstrained-optimization 4 cplusplus 4 hyperparameter-optimization 4 adam-optimizer 4 linear-regression 4 blackbox-optimization 4 multiobjective-optimization 4 evolutionary-strategy 4 stochastic-optimization 4 javascript 4 numerical-optimization-methods 4 knapsack-problem 4 optimization-techniques 4 cplex 4 matplotlib 4 lbfgs 4 mechanical-engineering 4 optimize 4 simulation 3 xgboost 3 classification 3 regularization 3 ampl 3 image-classification 3 initialization 3 algorithm 3 genetic-algorithm-framework 3 steepest-descent 3 quasi-newton 3 optimization-framework 3 sgd 3 adagrad 3 predictive-modeling 3 stochastic-optimizers 3 mipt 3 mixed-integer-programming 3 mathematical-modelling 3 integer-programming 3 minimization 3 julia-language 3 polito 3