An Exploration of Mars Colonization with Agent-Based Modeling

08/11/2023
by   Edgar Arguello, et al.
0

Establishing a human settlement on Mars is an incredibly complex engineering problem. The inhospitable nature of the Martian environment requires any habitat to be largely self-sustaining. Beyond mining a few basic minerals and water, the colonizers will be dependent on Earth resupply and replenishment of necessities via technological means, i.e., splitting Martian water into oxygen for breathing and hydrogen for fuel. Beyond the technical and engineering challenges, future colonists will also face psychological and human behavior challenges. Our goal is to better understand the behavioral and psychological interactions of future Martian colonists through an Agent-Based Modeling (ABM simulation) approach. We seek to identify areas of consideration for planning a colony as well as propose a minimum initial population size required to create a stable colony. Accounting for engineering and technological limitations, we draw on research regarding high performing teams in isolated and high stress environments (ex: submarines, Arctic exploration, ISS, war) to include the 4 basic personality types within the ABM. Interactions between agents with different psychological profiles are modeled at the individual level, while global events such as accidents or delays in Earth resupply affect the colony as a whole. From our multiple simulations and scenarios (up to 28 Earth years), we found that an initial population of 22 was the minimum required to maintain a viable colony size over the long run. We also found that the agreeable personality type was the one more likely to survive. We find, contrary to other literature, that the minimum number of people with all personality types that can lead to a sustainable settlement is in the tens and not hundreds.

READ FULL TEXT
research
08/14/2023

Exploring the Intersection of Large Language Models and Agent-Based Modeling via Prompt Engineering

The final frontier for simulation is the accurate representation of comp...
research
09/14/2012

Agent-based Exploration of Wirings of Biological Neural Networks: Position Paper

The understanding of human central nervous system depends on knowledge o...
research
09/18/2019

Segregation Dynamics with Reinforcement Learning and Agent Based Modeling

Societies are complex. Properties of social systems can be explained by ...
research
05/14/2014

An Agent-based Modeling Framework for Sociotechnical Simulation of Water Distribution Contamination Events

In the event that a bacteriological or chemical toxin is intro- duced to...
research
02/06/2020

Situating Agent-Based Modelling in Population Health Research

Today's most troublesome population health challenges are often driven b...
research
07/16/2012

Towards a Self-Organized Agent-Based Simulation Model for Exploration of Human Synaptic Connections

In this paper, the early design of our self-organized agent-based simula...

Please sign up or login with your details

Forgot password? Click here to reset