Description
Slime Mould Algorithm (SMA) is a new stochastic optimizer proposed based on the oscillation mode of slime mould in nature. 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 source codes of SMA are publicly available at https://aliasgharheidari.com/SMA.html
Papers Using This Method
Reliable Radiologic Skeletal Muscle Area Assessment -- A Biomarker for Cancer Cachexia Diagnosis2025-03-19Standardized Measurement Approach (SMA) vs Advanced Measurement Approaches (AMA): A Critical Review of Approaches in Operational Risk2025-02-03A Shape-Based Functional Index for Objective Assessment of Pediatric Motor Function2025-01-02Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning2024-05-22Less-supervised learning with knowledge distillation for sperm morphology analysis2024-05-08Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives2024-04-20Spectral Motion Alignment for Video Motion Transfer using Diffusion Models2024-03-22Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning2024-02-22Tracking Changing Probabilities via Dynamic Learners2024-02-15Design framework for spherical microphone and loudspeaker arrays in a multiple-input multiple-output system2024-01-06Investigating a domain adaptation approach for integrating different measurement instruments in a longitudinal clinical registry2023-12-01PACS: Prediction and analysis of cancer subtypes from multi-omics data based on a multi-head attention mechanism model2023-08-21Sparse Modular Activation for Efficient Sequence Modeling2023-06-19A Physics-Based Hybrid Dynamical Model of Hysteresis in Polycrystalline Shape Memory Alloy Wire Transducers2023-05-23Effect of Deep Transfer and Multi task Learning on Sperm Abnormality Detection2021-11-21LSTM-RPA: A Simple but Effective Long Sequence Prediction Algorithm for Music Popularity Prediction2021-10-27A Recipe for Social Media Analysis2021-06-14The Reconfiguration Pattern of Individual Brain Metabolic Connectome for Parkinson's Disease Identification2021-04-29Language guided machine action2020-11-23Can We Detect Mastitis earlier than Farmers?2020-11-05