An Evolutionary Algorithm Assisted by an Ensemble of Pareto-Optimal Surrogate Models

arXiv:2608.01777 · cs.NE · Submitted 2026-08-03 · Read on arXiv

cs.NE

Submitted: 2026-08-03

Updated: 2026-08-03

Terminology

• Surrogate Model — 6× in this paper · explained in 3 episodes
• Surrogate Models — 6× in this paper · explained in 3 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 6 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
• Evolutionary Architecture Search for Chlorophyll- a Prediction in Lakes using Sentinel-2
• Learning Alzheimer's Disease Signatures by bridging EEG with Spiking Neural Networks and Biophysical Simulations
• Neuromorphic Satellite Intelligence: A Formal Framework for Event-Driven Architectures, Spike-Based Algorithms, and Quantitative Energy-Accuracy Trade-offs