#agent-based-simulation News & Analysis

3 articles tagged with #agent-based-simulation. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

GeneralNeutralarXiv – CS AI · Jun 95/10

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A Resilience-as-a-Service assessment framework for coordinated disruption response in interdependent urban transit systems

Researchers have developed a KPI-driven framework to assess resilience in urban transit disruption response, tested on Paris's RER B line. The model combines optimization algorithms with agent-based simulation to evaluate multiple dimensions including service continuity, cost, emissions, and equity, finding that coordinated multimodal strategies outperform single-mode alternatives.

AINeutralarXiv – CS AI · Jun 56/10

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An Infectious Disease Spread Simulation Based on Large Language Model Decision Making

Researchers developed an agent-based simulation framework using large language models to model individual decision-making during infectious disease outbreaks, integrating LLM-generated behavioral choices into spatially-grounded synthetic populations across real cities. The study found that income and education are the primary factors determining disease reporting rates, with geography and message framing playing secondary roles in shaping public health responses.

AINeutralarXiv – CS AI · Jun 26/10

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Simulating Macroeconomic Expectations in Survey Experiments with LLM-based Economic Agents

Researchers have developed a framework using LLM-based economic agents to simulate macroeconomic expectations in survey experiments, demonstrating that these AI agents can generate expectation distributions comparable to human survey data. The framework successfully captures human-like reasoning patterns when equipped with personal characteristics, prior beliefs, and external information, offering potential applications for economic modeling and expectation formation research.