Methods › General › Stochastic Optimization › SMA
Slime Mould Algorithm
SMA
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
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
Code snippet in the archive: a link on aliasgharheidari.com (archive link, not checked and not linked: not a code host this site links to).
Papers archive 2025-07-28
21 shown of 21, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Reliable Radiologic Skeletal Muscle Area Assessment -- A Biomarker for Cancer Cachexia Diagnosis 19 Mar 2025 · 0 repositories · arXiv:2503.16556
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Standardized Measurement Approach (SMA) vs Advanced Measurement Approaches (AMA): A Critical Review of Approaches in Operational Risk 3 Feb 2025 · 0 repositories · arXiv:2502.00962
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A Shape-Based Functional Index for Objective Assessment of Pediatric Motor Function 2 Jan 2025 · 0 repositories · arXiv:2501.04721
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Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning 22 May 2024 · 0 repositories · arXiv:2405.13672
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Less-supervised learning with knowledge distillation for sperm morphology analysis 8 May 2024 · 1 repository
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Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives 20 Apr 2024 · 0 repositories · arXiv:2404.13277
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Spectral Motion Alignment for Video Motion Transfer using Diffusion Models 22 Mar 2024 · 0 repositories · arXiv:2403.15249
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Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning 22 Feb 2024 · 1 repository · arXiv:2402.14789Syntology ran 8 of 15 samples · 7 unverified
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Tracking Changing Probabilities via Dynamic Learners 15 Feb 2024 · 1 repository · arXiv:2402.10142
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Design framework for spherical microphone and loudspeaker arrays in a multiple-input multiple-output system 6 Jan 2024 · 0 repositories · arXiv:2401.03291
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Investigating a domain adaptation approach for integrating different measurement instruments in a longitudinal clinical registry 1 Dec 2023 · 0 repositories · arXiv:2312.00616
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PACS: Prediction and analysis of cancer subtypes from multi-omics data based on a multi-head attention mechanism model 21 Aug 2023 · 0 repositories · arXiv:2308.10917
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Sparse Modular Activation for Efficient Sequence Modeling 19 Jun 2023 · 1 repository · arXiv:2306.11197Syntology ran 4 of 6 samples · 2 unverified
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A Physics-Based Hybrid Dynamical Model of Hysteresis in Polycrystalline Shape Memory Alloy Wire Transducers 23 May 2023 · 0 repositories · arXiv:2305.13928
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Effect of Deep Transfer and Multi task Learning on Sperm Abnormality Detection 21 Nov 2021 · 1 repository
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LSTM-RPA: A Simple but Effective Long Sequence Prediction Algorithm for Music Popularity Prediction 27 Oct 2021 · 1 repository · arXiv:2110.15790
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A Recipe for Social Media Analysis 14 Jun 2021 · 0 repositories · arXiv:2106.07307
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The Reconfiguration Pattern of Individual Brain Metabolic Connectome for Parkinson's Disease Identification 29 Apr 2021 · 0 repositories · arXiv:2105.02811
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Language guided machine action 23 Nov 2020 · 0 repositories · arXiv:2011.11400
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Can We Detect Mastitis earlier than Farmers? 5 Nov 2020 · 0 repositories · arXiv:2011.03344
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Structured Multimodal Attentions for TextVQA 1 Jun 2020 · 2 repositories · arXiv:2006.00753
Tasks archive 2025-07-28
20 shown of 31 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections