Online Regime-aware Calibration for Black-box Social Simulators via Posterior-assisted Evolutionary Dynamic Optimization

arXiv:2601.19481 · cs.NE, cs.LG · Submitted 2026-01-27 · Read on arXiv

cs.NE, cs.LG

Submitted: 2026-01-27

Updated: 2026-09-01

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

Terminology

• Calibration — 100× in this paper · explained in 7 episodes
• Adaptation — 35× in this paper · explained in 1 episode
• Accuracy — 12× in this paper · explained in 1 episode
• Objective Function — 12× in this paper · explained in 2 episodes
• Evolutionary Dynamic Optimization — 7× in this paper
• Fine-Tuning — 6× in this paper · explained in 5 episodes
• Benchmark — 4× in this paper · explained in 2 episodes
• Data Assimilation — 3× in this paper · explained in 2 episodes
• Dynamic Optimization Problem — 3× in this paper
• Ablation — 2× in this paper · explained in 1 episode
• Adaptability — 2× in this paper · explained in 1 episode
• Associative Memory — 2× in this paper · explained in 2 episodes
• Diffusion Model — 2× in this paper · explained in 8 episodes
• Fidelity — 2× in this paper · explained in 2 episodes
• IEEE Congress on Evolutionary Computation — 2× in this paper
• Multi-objective Optimization — 2× in this paper · explained in 4 episodes
• Robustness — 2× in this paper · explained in 5 episodes
• Verification — 2× in this paper · explained in 2 episodes
• Wasserstein Distance — 2× in this paper · explained in 4 episodes
• Agent-Based Simulation — 1× in this paper · explained in 1 episode
• Bayesian Optimization — 1× in this paper · explained in 3 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Diffusion Models — 1× in this paper · explained in 6 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Generative Models — 1× in this paper · explained in 2 episodes
• Multi-Agent System — 1× in this paper · explained in 6 episodes
• Simulation-based Inference — 1× in this paper · explained in 2 episodes
• Symbolic Regression — 1× in this paper · explained in 5 episodes
• alpha — 1× in this paper · explained in 1 episode

Sources

• SimLOB: Learning Representations of Limited Order Book for Financial Market Simulation

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