Regenerated a state-of-the-art meta-heuristic algorithm for the UAV path planning problem, proposed by Qu, Gai, and Zhong.
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Oct 19, 2024 - MATLAB
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metaheuristic-algorithms
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Harris Hawks Optimization (HHO) is a nature-inspired metaheuristic algorithm that simulates the cooperative hunting behavior of Harris' hawks. Widely used in engineering, machine learning, and resource allocation, HHO is renowned for its simplicity, versatility, and effectiveness in finding global optima.
computer-science engineering optimization artificial-intelligence evolutionary-algorithms optimization-algorithms hho metaheuristic-algorithms harris-hawks-optimization
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Nov 27, 2024 - MATLAB
This is the repository of codes written in class.
python tutorial numpy genetic-algorithm jupyter-notebook mutations knapsack-problem crossover hands-on metaheuristic-algorithms
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Dec 12, 2019 - Jupyter Notebook
Different meta-heuristic optimization techniques for feature selection
optimization genetic-algorithm optimization-algorithms particle-swarm-optimization metaheuristic metaheuristics metaheuristic-framework metaheuristic-optimisation metaheuristic-algorithms atom-search-optimization sailfish-optimizer manta-ray-foraging-optimization golden-ratio-optimization equilibrium-optimizer social-mimic-optimization barnacles-mating-optimizer
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May 19, 2020 - Python
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…
metaheuristics continuous-optimization metaheuristic-framework population-methods metaheuristic-optimisation metaheuristic-algorithms hyperheuristic
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Dec 24, 2024 - Python
Obtaining the best coefficients of Inverse Dynamics Controller, for a dynamical system, with Optimization Algorithms.
optimization dynamic matlab genetic-algorithm pid differential-equations nonlinear-dynamics mass-spring-simulation dynamic-model dynamic-modelling mass-spring-damper dynamic-system nonlinear-systems metaheuristic-algorithms inverse-dynamics inverse-dynamic-controller optimized-pid nonlinear-springs
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Dec 22, 2022 - MATLAB
IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine
machine-learning elm genetic-algorithm scikit-learn neural-networks regression-models evolutionary-computation particle-swarm-optimization extreme-learning-machine swarm-intelligence-algorithms nature-inspired-algorithms classification-models metaheuristic-algorithms whale-optimization-algorithm metaheuristic-based-extreme-learning-machine mha-elm
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Oct 9, 2024 - Jupyter Notebook
Metaheuristic Minimization Using Particle Swarm Optimization.
python agent-based-modeling particle-swarm-optimization pso function-optimization metaheuristic-algorithms
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Oct 27, 2021 - Python
📈 Collect and archive the metaheuristic algorithms and their applications in geophysics.
algorithm optimization geophysics optimization-algorithms metaheuristics geosciences metaheuristic-algorithms
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Oct 25, 2019
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…
optimization matlab evolutionary-algorithms multi-objective-optimization evolutionary-computation engineering-optimisation pareto-front optimization-algorithms heuristic-search-algorithms swarm-intelligence hspice pareto-optimality vlsi-circuits metaheuristic-optimisation metaheuristic-algorithms bio-inspired-optimization
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Apr 2, 2021
MetaPerceptron: Unleashing the Power of Metaheuristic-optimized Multi-Layer Perceptron - A Python Library
neural-network genetic-algorithm mlp regression-models multi-layer-perceptron particle-swarm-optimization metaheuristics global-search adam-optimizer sgd-optimizer classification-models metaheuristic-algorithms whale-optimization-algorithm nature-inspired-optimization adagrad-approach metaheuristic-based-multi-layer-perceptron gradient-free-based-multi-layer-perceptron adelta-optimizer
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Nov 4, 2024 - Python
reflame: Revolutionizing Functional Link Neural Network by Metaheuristic Optimization
machine-learning neural-network genetic-algorithm scikit-learn regression classification higher-order-functions evolutionary-algorithms optimization-algorithms particle-swarm-optimization shade pytorch-model nature-inspired-algorithms feed-forward-neural-networks flnn functional-link-neural-network metaheuristic-algorithms whale-optimization-algorithm higher-order-neural-network functional-link-artificial-neural-network
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Nov 26, 2023 - Python
C++ Optimization Library
optimization evolutionary-algorithms particle-swarm-optimization computational-intelligence swarm-intelligence mathematical-optimization metaheuristic-algorithms
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Mar 18, 2020 - C++
Adaptive Multi-Population Optimization Algorithm
optimization evolutionary-algorithms portfolio-optimization evolutionary-algorithm evolutionary-computation metaheuristic swarm-intelligence continuous-optimization metaheruistics metaheuristic-algorithms multi-population
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Feb 4, 2021 - Python
EvoRBF: A Nature-inspired Algorithmic Framework for Evolving Radial Basis Function Networks
machine-learning neural-network genetic-algorithm regression classification evolutionary-algorithms local-search particle-swarm-optimization radial-basis-function swarm-intelligence global-search nature-inspired-algorithms metaheuristic-algorithms gradient-free-optimization whale-optimization-algorithm radial-basis-function-network mealpy gradient-free-rbf
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Dec 4, 2024 - Python
optimization genetic-algorithm evolutionary-algorithms mlp ant-colony-optimization collective-intelligence optimization-algorithms n-queens tsp-problem simulated-annealing-algorithm pso-algorithm metaheuristic-algorithms cutting-stock-problem memetic-algorithm bio-inspired-computing
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Dec 18, 2022 - Jupyter Notebook
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…
optimization matlab heuristics evolutionary-computation optimization-algorithms artificial-intelligence-algorithms heuristic-search-algorithms swarm-intelligence metaheuristic-optimisation metaheuristic-algorithms bio-inspired-optimization
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Apr 2, 2021 - MATLAB
Heterogeneous Improved Dynamic Multi-Swarm PSO (HIDMS-PSO) algorithm. Source code for the paper: IEEE SSCI https://ieeexplore.ieee.org/document/9308313
optimization heuristics optimization-algorithms particle-swarm-optimization pso heuristic-search-algorithms metaheuristics swarm-intelligence pso-algorithm multi-swarm-optimization metaheuristic-optimisation metaheuristic-algorithms multiswarm-pso
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Jul 9, 2022 - MATLAB
Implementation of three nature-inspired search algorithms: Bees Algorithm, Bat Algorithm, and Firefly Algorithm
python firefly-algorithm bees-algorithm metaheuristic-optimisation metaheuristic-algorithms bat-algorithm
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Oct 21, 2019 - HTML
Python code for ECS-NL.
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Jun 8, 2021 - Jupyter Notebook
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