Topic: swarm-intelligence Goto Github
Some thing interesting about swarm-intelligence
Some thing interesting about swarm-intelligence
swarm-intelligence,EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
User: 7ossam81
swarm-intelligence,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 tradeoff between the contradictory objective functions in CMOS RO optimal design. This tool is applied for intelligent estimation of the circuit parameters (channel width of transistors), which have a decisive influence on RO specifications. Along the optimal RO design in an specified range of oscillaton frequency, the Power Consumption, Phase Noise, Figure of Merit (FoM), Integration Index, Design Cycle Time are considered as objective functions. Also, in generation of Pareto front some important issues, i.e. Overall Nondominated Vector Generation (ONVG), and Spacing (S) are considered for more effectiveness of the obtained feasible solutions in application. Four optimization algorithms called Multi-Objective Genetic Algorithm (MOGA), Multi-Objective Inclined Planes system Optimization (MOIPO), Multi-Objective Particle Swarm Optimization (MOPSO) and Multi-Objective Modified Inclined Planes System Optimization (MOMIPO) are utilized for 0.18-mm CMOS technology with supply voltage of 1-V. Baesd on our extensive simulations and experimental results MOMIPO outperforms the best performance among other multi-objective algorithms in presented RO designing tool.
User: ali-ece
swarm-intelligence,Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).
User: aliasgharheidaricom
Home Page: https://aliasgharheidari.com/HHO.html
swarm-intelligence,RIME A physics based optimization algorithm, Neurocomputing, 2023 https://doi.org/10.1016/j.neucom.2023.02.010, This paper proposes an efficient optimization algorithm based on the physical phenomenon of rime-ice
User: aliasgharheidaricom
Home Page: https://aliasgharheidari.com/RIME.html
swarm-intelligence,In this paper, a new stochastic optimizer, which is called slime mould algorithm (SMA), is proposed based upon the oscillation mode of slime mould in nature. The proposed SMA has several new features with a unique mathematical model that uses adaptive weights to simulate the process of producing positive and negative feedback of the propagation wave of slime mould based on bio-oscillator to form the optimal path for connecting food with excellent exploratory ability and exploitation propensity. The proposed SMA is compared with up-to-date metaheuristics in an extensive set of benchmarks to verify the efficiency. Moreover, four classical engineering structure problems are utilized to estimate the efficacy of the algorithm in optimizing engineering problems. The results demonstrate that the algorithm proposed benefits from competitive, often outstanding performance on different search landscapes. The source codes and info of SMA are publicly available at: http://www.alimirjalili.com/SMA.html
User: aliasgharheidaricom
swarm-intelligence,Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.
User: amineremache
Home Page: https://link.springer.com/chapter/10.1007%2F978-3-030-20518-8_65
swarm-intelligence,This is a repo containing my work in implementing common swarm robotics algorithms using the Webots simulator.
User: aniruddhkb
swarm-intelligence,OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.
Organization: buaa-bda
swarm-intelligence,Physics-Informed Neural Networks Trained with Particle Swarm Optimization
User: caio-davi
swarm-intelligence,Swarming behaviour is based on aggregation of simple drones exhibiting basic instinctive reactions to stimuli. However, to achieve overall balanced/interesting behaviour the relative importance of these instincts, as well their internal parameters, must be tuned. In this project, you will learn how to apply Genetic Programming as means of such tuning, and attempt to achieve a series of non-trivial swarm-level behaviours.
User: cheejyg
swarm-intelligence,This repository include implementation of particle swarm optimization (pso) algorithm in C++
User: erfanfathi
swarm-intelligence,A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.
User: evolutionary-intelligence
swarm-intelligence,Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).
User: evolutionary-intelligence
swarm-intelligence,Implementation of Firefly Algorithm in Python
User: firefly-cpp
swarm-intelligence,A minimalistic framework for Numerical Association Rule Mining
User: firefly-cpp
swarm-intelligence,universal Association Rule Mining Solver
User: firefly-cpp
swarm-intelligence,multi traveling salesman problem with ant colony optimization
User: ganyariya
swarm-intelligence,Ant colony simulator
User: gliderkite
Home Page: https://gliderkite.github.io/posts/formicarium
swarm-intelligence,This repository contains the open-sourced codes and hardware designs of the Swarm Robot (heroswarmv2) designed at the Heterogeneous Robotics Research Lab (HeRoLab) at the University of Georgia.
Organization: herolab-uga
swarm-intelligence,Tight multi robot coordination for a multi agent system where the communication range is constrained and the agents need to coordinate and reach there goal destination without violating the range barrier in an obstacle environment.
User: hobbysingh
swarm-intelligence,JBotSim Core Files
Organization: jbotsim
swarm-intelligence,Recursive task allocation approach to foraging in swarm robotics. ARGoS and ROS.
User: jharwell
swarm-intelligence,Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊
User: kyegomez
Home Page: https://swarmstorch.readthedocs.io/en/latest/
swarm-intelligence,A project to share on artificial life(Alife in short). It is essentially cellular automata but you could find also L-systems, swarm intelligence, physic simulations, etc.
User: lehnart
Home Page: https://www.youtube.com/channel/UChY4IYtdU-VI7gHuRAEnzlA
swarm-intelligence,Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm
Organization: lightdock
Home Page: https://lightdock.org/
swarm-intelligence,Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm
Organization: lightdock
Home Page: https://lightdock.org/
swarm-intelligence,A research toolkit for particle swarm optimization in Python
User: ljvmiranda921
Home Page: https://pyswarms.readthedocs.io/en/latest/
swarm-intelligence,A network-based approach to study swarm intelligence
User: macoj
swarm-intelligence,An algorithm for vectorizing raster images based on genetic algorithms and swarm intelligence.
User: materight
swarm-intelligence,🐝 GPTSwarm: LLM agents as (Optimizable) Graphs
Organization: metauto-ai
Home Page: https://gptswarm.org
swarm-intelligence,A research toolkit for Swarm Robotics.
User: mrsonandrade
Home Page: https://pyswarming.readthedocs.io/
swarm-intelligence,Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
Organization: niaorg
Home Page: https://niapy.org
swarm-intelligence,Ant Pheromone Trail Simulation
User: nikorasu
swarm-intelligence,This is a Boids Simulation, written in Python with Pygame.
User: nikorasu
swarm-intelligence,Project: An efficient approach to find the optimal network route using Swarm Intelligence.
User: nishkarshraj
Home Page: https://nishkarshraj.github.io/Particle_Swarm_Intelligence/
swarm-intelligence,Neural Architecture Search Powered by Swarm Intelligence 🐜
User: pattio
swarm-intelligence,A group of small robots capable of organizing themselves in any given structure using OpenCV and Clustering.
User: perseus784
swarm-intelligence,⚡ A simulation of finding the shortest charging routes for electric vehicle fleets using ant colony optimization.
User: philippnormann
swarm-intelligence,Algorithms for the mobility of decentralized mobile ground swarm robots, as modules that can be combined into complex real-world use-cases
User: rmvanarse
swarm-intelligence,Automation of a decentralized swarm of autonomous mobile robots to perform various tasks through swarm-intelligence algorithms.
User: rmvanarse
swarm-intelligence,Solving Travelling Salesman Problem using Ant Colony Optimization
User: rochakgupta
swarm-intelligence,Craig Reynolds' Boids model for simulating the flocking behavior of birds.
User: rystrauss
swarm-intelligence,Library of swarm-intelligence algorithms
User: siokcronin
swarm-intelligence,Swarm intelligence optimizer
User: siokcronin
swarm-intelligence,The goal of this repository is to introduce a new, customizable, scalable, and fully opensource mobile robot platform, called SMARTmBOT. This repository provides a guide, and all design files and source codes so that you can build your own SMARTmBOT. SMARTmBOT can be useful for studying the basics of robotics, especially mobile robotics. It can also be used to study advanced topics such as swarm robotics.
User: smartlab-purdue
Home Page: http://www.smart-laboratory.org
swarm-intelligence,Mobile Robot Path Planning and Obstacle Avoidance Using PSO in Python
User: smkalami
swarm-intelligence,A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
User: thieu1995
Home Page: https://mealpy.readthedocs.io
swarm-intelligence,My simplest implementations of common ML algorithms
User: xiecong
swarm-intelligence,A Fortran 95 code for Particle Swarm Optimization. The code is general. The fitness function is defined in a separate file and can be replaced by any user defined fitness function.
User: zaman13
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