Neural Architecture Search using Particle Swarm and Ant Colony Optimization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lankford, Séamus, Grimes, Diarmuid
Format:	Preprint
Published:	2024
Subjects:	Neural and Evolutionary Computing Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Why Flow Matching is Particle Swarm Optimization?
by: Ouyang, Kaichen
Published: (2025)

Particle Swarm Optimization based on Novelty Search
by: Misra, Mr. Rajesh, et al.
Published: (2022)

SEval-NAS: A Search-Agnostic Evaluation for Neural Architecture Search
by: Mih, Atah Nuh, et al.
Published: (2026)

Knowledge-aware Evolutionary Graph Neural Architecture Search
by: Wang, Chao, et al.
Published: (2024)

NeuFACO: Neural Focused Ant Colony Optimization for Traveling Salesman Problem
by: Tran, Dat Thanh, et al.
Published: (2025)

Pheromone-Focused Ant Colony Optimization algorithm for path planning
by: Liu, Yi, et al.
Published: (2026)

Ant Colony Sampling with GFlowNets for Combinatorial Optimization
by: Kim, Minsu, et al.
Published: (2024)

Colony-Enhanced Recurrent Neural Architecture Search: Collaborative Ant-Based Optimization
by: Elsaid, Abdelrahman
Published: (2024)

SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-based Embedded AI Systems
by: Putra, Rachmad Vidya Wicaksana, et al.
Published: (2024)

A Transformer-based Neural Architecture Search Method
by: Wang, Shang, et al.
Published: (2025)

Neural Architecture Search for Quantum Autoencoders
by: Agha, Hibah, et al.
Published: (2025)

MIDAS: Mosaic Input-Specific Differentiable Architecture Search
by: Subbotko, Konstanty
Published: (2026)

Multi-scale Topology Optimization using Neural Networks
by: Chen, Hongrui, et al.
Published: (2024)

Evolutionary Architecture Search through Grammar-Based Sequence Alignment
by: Martín, Adri Gómez, et al.
Published: (2025)

How to Prove the Optimized Values of Hyperparameters for Particle Swarm Optimization?
by: Chen, Abel C. H.
Published: (2023)

Evolution Meets Diffusion: Efficient Neural Architecture Generation
by: Zhou, Bingye, et al.
Published: (2025)

A Hybrid Swarm Intelligence Approach for Optimizing Multimodal Large Language Models Deployment in Edge-Cloud-based Federated Learning Environments
by: Rjouba, Gaith, et al.
Published: (2025)

Beyond Uniform Scaling: Exploring Depth Heterogeneity in Neural Architectures
by: T, Akash Guna R., et al.
Published: (2024)

DGPO: RL-Steered Graph Diffusion for Neural Architecture Generation
by: Liuliakov, Aleksei, et al.
Published: (2026)

Learning to Reduce Search Space for Generalizable Neural Routing Solver
by: Zhou, Changliang, et al.
Published: (2025)

Machine Learning-Enhanced Ant Colony Optimization for Column Generation
by: Xu, Hongjie, et al.
Published: (2024)

On-line Policy Improvement using Monte-Carlo Search
by: Tesauro, Gerald, et al.
Published: (2025)

Particle Swarm Optimization for Quantum Circuit Synthesis: Performance Analysis and Insights
by: Hidayat, Mirza Hizriyan Nubli, et al.
Published: (2025)

A Neural Architecture Search Method using Auxiliary Evaluation Metric based on ResNet Architecture
by: Wang, Shang, et al.
Published: (2025)

Elastic Architecture Search for Efficient Language Models
by: Wang, Shang
Published: (2025)

Encodings for Prediction-based Neural Architecture Search
by: Akhauri, Yash, et al.
Published: (2024)

Structuring Multiple Simple Cycle Reservoirs with Particle Swarm Optimization
by: Li, Ziqiang, et al.
Published: (2025)

HEATACO: Heatmap-Guided Ant Colony Decoding for Large-Scale Travelling Salesman Problems
by: Lin, Bo-Cheng, et al.
Published: (2026)

Machine Unlearning using Forgetting Neural Networks
by: Hatua, Amartya, et al.
Published: (2024)

Learning Strategies in Particle Swarm Optimizer: A Critical Review and Performance Analysis
by: Chauhan, Dikshit, et al.
Published: (2025)

Closing the gap: Optimizing Guidance and Control Networks through Neural ODEs
by: Origer, Sebastien, et al.
Published: (2024)

An Amortized Efficiency Threshold for Comparing Neural and Heuristic Solvers in Combinatorial Optimization
by: Afifi, Sohaib
Published: (2026)

Ecological Neural Architecture Search
by: Winter, Benjamin David, et al.
Published: (2025)

High Performance Im2win and Direct Convolutions using Three Tensor Layouts on SIMD Architectures
by: Fu, Xiang, et al.
Published: (2024)

Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
by: Knigge, David M., et al.
Published: (2024)

STAR: Synthesis of Tailored Architectures
by: Thomas, Armin W., et al.
Published: (2024)

Neural Architecture Search with Mixed Bio-inspired Learning Rules
by: Hamzaoui, Imane, et al.
Published: (2025)

Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations
by: Csordás, Róbert, et al.
Published: (2024)

Particle swarm optimization for online sparse streaming feature selection under uncertainty
by: Xu, Ruiyang
Published: (2025)

Evolutionary Neural Architecture Search for 3D Point Cloud Analysis
by: Yang, Yisheng, et al.
Published: (2024)