Using Surrogate Models to Calibrate Agent-based Model Parameters Under Data Scarcity (original) (raw)
Related papers
Empirically Based, Agent-based models
Ecology and Society, 2006
Parameter Space Exploration of Agent-Based Models
Lecture Notes in Computer Science, 2005
Task-oriented machine learning surrogates for tipping points of agent-based models
Nature communications, 2024
A Parametric Model for Large Scale Agent Systems
2005
Injecting Data into Agent-Based Simulation
2010
Agent-Based Modeling and Industrial Ecology
Journal of Industrial Ecology, 2001
Data Hungry Models in a Food Hungry World
A Canadian Outlook, 2014
A standard protocol for describing individual-based and agent-based models
Ecological Modelling, 2006
An Approach for Agent-Based Modeling Using AiC+
Macromolecular Rapid Communications, 2011
Use of Agent Based Modeling in an Ecological Conservation Context
2012
Design Document for agent-based model
For an Integrated Approach to Agent-Based Modeling of Science
Journal of Artificial Societies and Social Simulation, 2011
An agent model integrating an adaptive model for environmental dynamics
International Journal of Intelligent Information and Database Systems, 2011
Agent-Based Modelling of Socio-Ecosystems
International Journal of Agent Technologies and Systems, 2000
Requirements Analysis of Agent-Based Simulation Platforms: State of the Art and New Prospects
Lecture Notes in Computer Science, 2003
Getting the Best of Both Worlds? Developing Complementary Equation-Based and Agent-Based Models
Computational Economics, 2017
Agent-Directed Simulation for Systems Engineering
Agent-Directed Simulation and Systems Engineering, 2009
An Intelligent Agent Model and a Simulation for a Given Task in a Specific Environment
American Journal of Artificial Intelligence, 2021
Surrogate Assisted Methods for the Parameterisation of Agent-Based Models
2020 7th International Conference on Soft Computing & Machine Intelligence (ISCMI)
Agent-based model construction using inverse reinforcement learning
2017 Winter Simulation Conference (WSC), 2017
Verification and Validation of Agent-Based Simulations Using Approximate Model Checking
Lecture Notes in Computer Science, 2014
Agent-Based Modelling in Economics: Beyond the Neoclassical Paradigm1
2005
Physica A: Statistical Mechanics and its Applications, 2021
Nonstandard Models and OPTIMIZATION1
Владикавказский математический журнал, 2008
Agent-Based Simulation Replication: A Model Driven Architecture Approach
Lecture Notes in Computer Science, 2005
Adaptive Agent Model: an Agent Interaction and Computation Model
31st Annual International Computer Software and Applications Conference - Vol. 2 - (COMPSAC 2007), 2007
Adaptation and Validation of an Agent Model of Functional State and Performance for Individuals
Lecture Notes in Computer Science, 2009
On the selection of surrogate models in evolutionary optimization algorithms
2011 IEEE Congress of Evolutionary Computation (CEC), 2011
Optimization and Control of Agent-Based Models in Biology: A Perspective
Bulletin of Mathematical Biology, 2016
Simulation and estimation of an agent-based market-model with a matching engine
arXiv (Cornell University), 2021
Random modeling of population dynamics with uncertainty
Gilberto Carlos Gonzalez Parra
WSEAS Transactions on Biology and Biomedicine
Model based estimation of population total in presence of non-ignorable non-response
PLOS ONE, 2019
Agent Based Model of Livestock Movements
Unifying Themes in Complex Systems VII, 2012
RAMSES: Reversibility-Based Agent Modeling and Simulation Environment with Speculation-Support
Lecture Notes in Computer Science, 2015
An Agent-Based Financial Simulation for Use by Researchers
SSRN Electronic Journal, 2014