Structural Fusion of Bayesian Networks with Limited Treewidth Using Genetic Algorithms

arXiv:2609.10276 · cs.NE, cs.LG · Submitted 2026-09-09 · Read on arXiv

cs.NE, cs.LG

Submitted: 2026-09-09

Updated: 2026-09-09

Comments: 8 pages. Presented at the 2024 IEEE Congress on Evolutionary Computation (CEC 2024)

Journal ref: 2024 IEEE Congress on Evolutionary Computation (CEC), pp. 1-8, 2024

DOI: 10.1109/CEC60901.2024.10611976

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Bayesian Network — 2× in this paper
• Bayesian Network (BN) — 1× in this paper · explained in 2 episodes

Related papers

• Evolutionary Ensemble of Agents
• Encoding and Decoding Temporal Signals with Spiking Bandpass Wavelets
• Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems
• Learning Alzheimer's Disease Signatures by bridging EEG with Spiking Neural Networks and Biophysical Simulations
• Investigating Hyperparameter Optimization and Transferability for ES-HyperNEAT: A TPE Approach
• S-AI-Recursive: A Bio-Inspired and Temporal Sparse AI Architecture for Iterative, Introspective, and Energy-Frugal Reasoning