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Metaheuristic Optimization

In computer science and mathematical optimization, a metaheuristic is a higher-level procedure or heuristic designed to find, generate, or select a heuristic (partial search algorithm) that may provide a sufficiently good solution to an optimization problem. For some examples, you can visit https://aliasgharheidari.com/Publications.html

Papers

Showing 150 of 69 papers

TitleStatusHype
Navigation Variable-based Multi-objective Particle Swarm Optimization for UAV Path Planning with Kinematic ConstraintsCode2
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating MetaheuristicsCode2
Motion-Encoded Particle Swarm Optimization for Moving Target Search Using UAVsCode1
AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms with Diverse StructuresCode1
Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics ---22 Years of Paradiseo---Code1
Learning Large Neighborhood Search for Vehicle Routing in Airport Ground HandlingCode1
AutoOptLib: Tailoring Metaheuristic Optimizers via Automated Algorithm DesignCode1
JANUS: Parallel Tempered Genetic Algorithm Guided by Deep Neural Networks for Inverse Molecular DesignCode1
Safety-enhanced UAV Path Planning with Spherical Vector-based Particle Swarm OptimizationCode1
Donkey and Smuggler Optimization Algorithm: A Collaborative Working Approach to Path FindingCode0
ILS-SUMM: Iterated Local Search for Unsupervised Video SummarizationCode0
Gnowee: A Hybrid Metaheuristic Optimization Algorithm for Constrained, Black Box, Combinatorial Mixed-Integer DesignCode0
Pontogammarus Maeoticus Swarm Optimization: A Metaheuristic Optimization AlgorithmCode0
Multi-Modal Forest Optimization AlgorithmCode0
HiveNAS: Neural Architecture Search using Artificial Bee Colony OptimizationCode0
Defending Against Diverse Attacks in Federated Learning Through Consensus-Based Bi-Level OptimizationCode0
Tree-Based Optimization: A Meta-Algorithm for Metaheuristic OptimizationCode0
Battle royale optimization algorithmCode0
Comparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather Forecasting0
Decomposing Hard SAT Instances with Metaheuristic Optimization0
Dense Visual Odometry Using Genetic Algorithm0
Differential Privacy May Have a Potential Optimization Effect on Some Swarm Intelligence Algorithms besides Privacy-preserving0
Diversification-Based Learning in Computing and Optimization0
Ebola Optimization Search Algorithm (EOSA): A new metaheuristic algorithm based on the propagation model of Ebola virus disease0
Enhancing CNN Classification with Lamarckian Memetic Algorithms and Local Search0
Multistep Brent Oil Price Forecasting with a Multi-Aspect Meta-heuristic Optimization and Ensemble Deep Learning Model0
Fig Tree-Wasp Symbiotic Coevolutionary Optimization Algorithm0
Fuzzy finite element model updating using metaheuristic optimization algorithms0
Global optimization test problems based on random field composition0
Goat Optimization Algorithm: A Novel Bio-Inspired Metaheuristic for Global Optimization0
Graph-Theoretic Measures for Interpretable Multicriteria Decision Making in Emergency Department Layout Optimization0
HRA: A Multi-Criteria Framework for Ranking Metaheuristic Optimization Algorithms0
Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization0
Influence of Initialization on the Performance of Metaheuristic Optimizers0
JCLEC-MO: a Java suite for solving many-objective optimization engineering problems0
Metaheuristic optimization of power and energy systems: underlying principles and main issues of the 'rush to heuristics'0
Multi-objective design of multilayer microwave dielectric filters using artificial bee colony algorithm0
Nature Inspired Metaheuristic Effectiveness Used in Phishing Intrusion Detection Systems with Grey Wolf Algorithm Techniques0
Optimization of Convolutional Neural Network Hyperparameter for Medical Image Diagnosis using Metaheuristic Algorithms: A short Recent Review (2019-2022)0
Optimization through In-Context Learning and Iterative LLM Prompting for Nuclear Engineering Design Problems0
Optimized Three Deep Learning Models Based-PSO Hyperparameters for Beijing PM2.5 Prediction0
Optimizing Interplanetary Trajectories using Hybrid Meta-heuristic0
Optimizing Software Effort Estimation Models Using Firefly Algorithm0
Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization0
Performance Analysis of Metaheuristic Optimization Algorithms in Estimating the Interfacial Heat Transfer Coefficient on Directional Solidification0
PSO-based Sliding Mode Current Control of Grid-Forming Inverter in Rotating Frame0
Social Distancing Induced Coronavirus Optimization Algorithm (COVO): Application to Multimodal Function Optimization and Noise Removal0
Virtual reference feedback tuning with robustness constraints: A swarm intelligence solution0
The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways0
Time to Stop and Think: What kind of research do we want to do?0
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