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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

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Showing 1–50 of 69 papers

TitleStatusHype
Blindfolded Spider-man Optimization: A Single-Point Metaheuristics Suitable for Continuous and Discrete Spaces—0
Optimizing Interplanetary Trajectories using Hybrid Meta-heuristic—0
Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization—0
Graph-Theoretic Measures for Interpretable Multicriteria Decision Making in Emergency Department Layout Optimization—0
Optimization through In-Context Learning and Iterative LLM Prompting for Nuclear Engineering Design Problems—0
Fig Tree-Wasp Symbiotic Coevolutionary Optimization Algorithm—0
Goat Optimization Algorithm: A Novel Bio-Inspired Metaheuristic for Global Optimization—0
Applications of deep reinforcement learning to urban transit network design—0
PSO-based Sliding Mode Current Control of Grid-Forming Inverter in Rotating Frame—0
The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways—0
Navigation Variable-based Multi-objective Particle Swarm Optimization for UAV Path Planning with Kinematic ConstraintsCode2
Optimization of Convolutional Neural Network Hyperparameter for Medical Image Diagnosis using Metaheuristic Algorithms: A short Recent Review (2019-2022)—0
Defending Against Diverse Attacks in Federated Learning Through Consensus-Based Bi-Level OptimizationCode0
Social Distancing Induced Coronavirus Optimization Algorithm (COVO): Application to Multimodal Function Optimization and Noise Removal—0
Boosting the Efficiency of Metaheuristics Through Opposition-Based Learning in Optimum Locating of Control Systems in Tall Buildings—0
Metaheuristics is All You Need—0
Enhancing CNN Classification with Lamarckian Memetic Algorithms and Local Search—0
Water and Electricity Consumption Forecasting at an Educational Institution using Machine Learning models with Metaheuristic Optimization—0
HRA: A Multi-Criteria Framework for Ranking Metaheuristic Optimization Algorithms—0
Multistep Brent Oil Price Forecasting with a Multi-Aspect Meta-heuristic Optimization and Ensemble Deep Learning Model—0
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating MetaheuristicsCode2
Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization—0
JCLEC-MO: a Java suite for solving many-objective optimization engineering problems—0
Time to Stop and Think: What kind of research do we want to do?—0
Decomposing Hard SAT Instances with Metaheuristic Optimization—0
Dense Visual Odometry Using Genetic Algorithm—0
A general Framework for Utilizing Metaheuristic Optimization for Sustainable Unrelated Parallel Machine Scheduling: A concise overview—0
Comparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather Forecasting—0
Differential Privacy May Have a Potential Optimization Effect on Some Swarm Intelligence Algorithms besides Privacy-preserving—0
Optimized Three Deep Learning Models Based-PSO Hyperparameters for Beijing PM2.5 Prediction—0
A data-driven rutting depth short-time prediction model with metaheuristic optimization for asphalt pavements based on RIOHTrack—0
AutoOptLib: Tailoring Metaheuristic Optimizers via Automated Algorithm DesignCode1
Learning Large Neighborhood Search for Vehicle Routing in Airport Ground HandlingCode1
A Study of Left Before Treatment Complete Emergency Department Patients: An Optimized Explanatory Machine Learning Framework—0
An Adaptive Simulated Annealing-Based Machine Learning Approach for Developing an E-Triage Tool for Hospital Emergency Operations—0
HiveNAS: Neural Architecture Search using Artificial Bee Colony OptimizationCode0
A metaheuristic multi-objective interaction-aware feature selection method—0
Nature Inspired Metaheuristic Effectiveness Used in Phishing Intrusion Detection Systems with Grey Wolf Algorithm Techniques—0
A novel computational technique using coefficient diagram method for load frequency control in an interconnected power system—0
AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms with Diverse StructuresCode1
A Brief Overview of Physics-inspired Metaheuristic Optimization Techniques—0
Virtual reference feedback tuning with robustness constraints: A swarm intelligence solution—0
A stochastic metapopulation state-space approach to modeling and estimating Covid-19 spread—0
JANUS: Parallel Tempered Genetic Algorithm Guided by Deep Neural Networks for Inverse Molecular DesignCode1
Ebola Optimization Search Algorithm (EOSA): A new metaheuristic algorithm based on the propagation model of Ebola virus disease—0
Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics ---22 Years of Paradiseo---Code1
Safety-enhanced UAV Path Planning with Spherical Vector-based Particle Swarm OptimizationCode1
A New K means Grey Wolf Algorithm for Engineering Problems—0
Multi-objective design of multilayer microwave dielectric filters using artificial bee colony algorithm—0
A Metaheuristic-Driven Approach to Fine-Tune Deep Boltzmann Machines—0
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