Work smarter, not harder: A tutorial on designing and conducting simulation experiments
SM Sanchez, PJ Sanchez… - 2020 Winter Simulation …, 2020 - ieeexplore.ieee.org
Simulation models are integral to modern scientific research, national defense, industry and
manufacturing, and in public policy debates. These models tend to be extremely complex …
manufacturing, and in public policy debates. These models tend to be extremely complex …
Wild blueberry yield prediction using a combination of computer simulation and machine learning algorithms
The most challenging task in the agricultural sector is to accurately predict crop yield. A
typical machine learning algorithm often uses real data to predict crop yield. In this study, we …
typical machine learning algorithm often uses real data to predict crop yield. In this study, we …
An agent-based simulation system for concert venue crowd evacuation modeling in the presence of a fire disaster
A key activity in emergency management is planning and preparation for disaster. If the right
safety measures are implemented beforehand, harmful effects can be significantly mitigated …
safety measures are implemented beforehand, harmful effects can be significantly mitigated …
Work smarter, not harder: Guidelines for designing simulation experiments
SM Sanchez - … of the Winter Simulation Conference, 2005., 2005 - ieeexplore.ieee.org
We present the basic concepts of experimental design, the types of goals it can address, and
why it is such an important and useful tool for simulation. A well-designed experiment allows …
why it is such an important and useful tool for simulation. A well-designed experiment allows …
Better than a petaflop: The power of efficient experimental design
SM Sanchez, H Wan - Proceedings of the 2009 Winter …, 2009 - ieeexplore.ieee.org
Recent advances in high-performance computing have pushed computational capabilities to
a petaflop (a thousand trillion operations per second) in a single computing cluster. This …
a petaflop (a thousand trillion operations per second) in a single computing cluster. This …
Designs for large-scale simulation experiments, with applications to defense and homeland security
Computer experimentation is integral to modern scientific research, national defense,
industry and manufacturing, and in public policy debates. Traditional design of experiments …
industry and manufacturing, and in public policy debates. Traditional design of experiments …
Verification & validation of agent based simulations using the VOMAS (virtual overlay multi-agent system) approach
Agent Based Models are very popular in a number of different areas. For example, they have
been used in a range of domains ranging from modeling of tumor growth, immune systems …
been used in a range of domains ranging from modeling of tumor growth, immune systems …
[图书][B] Cognitive agent-based computing-I: a unified framework for modeling complex adaptive systems using agent-based & complex network-based methods
Complex Systems are made up of numerous interacting sub-components. Non-linear
interactions of these components or agents give rise to emergent behavior observable at the …
interactions of these components or agents give rise to emergent behavior observable at the …
Towards a novel unified framework for developing formal, network and validated agent-based simulation models of complex adaptive systems
MA Niazi - arXiv preprint arXiv:1708.02357, 2017 - arxiv.org
Literature on the modeling and simulation of complex adaptive systems (cas) has primarily
advanced vertically in different scientific domains with scientists developing a variety of …
advanced vertically in different scientific domains with scientists developing a variety of …
Better big data via data farming experiments
SM Sanchez, PJ Sánchez - … and Simulation: Seminal Research from 50 …, 2017 - Springer
The term 'big data'has become intertwined with 'data mining'in the minds of many people.
Modern computing can generate massive amounts of data via simulation studies, but a key …
Modern computing can generate massive amounts of data via simulation studies, but a key …