ComplexSystems
interdisciplinary collaborative group
Last updated: 1/18/07
Who We Are
The Complex Systems Interdisciplinary Collaborative Group is establishing a home
for research into Complex Systems at Wayne State University. The field of
Complex Systems includes:
- Agent-based modeling. Software agents are typically virtual people, but
can be any entity, such as a molecule, a disease organism, a gene, a person, a
family or a census tract. Rules for agent action and interaction are
described, translated into computer algorithms and programmed, and the system
runs as a computer simulation. Common outputs of simulations are dynamic
graphics and history files. History files can be inputs for the other methods
below.
- Data mining. Databases can be analyzed, searching for deep relationships.
Techniques include fuzzy logic, neural networks and genetic and cultural
algorithms. The database elements can include both the
nodes and links in an agent-based model. Deep relationships in an existing
database can also used to develop the interaction rules for an agent-based
model of the underlying system.
- Network analysis. Many complex systems can be described as a series of
nodes, such as agents, linked together into a network (here, including but by
no means limited to, computer communications networks. The structure of the
network of links typically falls into one of several archetypes, such as
"democratic," in which all nodes have approximately equal numbers of links, or
"hierarchical," in which the distribution of nodes with n links
commonly follow an inverse power law in n. The robustness of a network,
or its ability to recover from disturbances, depends upon this structure. Data
mining can be used on the structure of links from an agent-based model.
Complex Systems analysis typically involves multiple disciplines, and is
applied in many areas, such as:
- Simulation of social systems such as marketing campaigns and terrorist
networks
- Development of biological systems such as evolution or species survival
- Analysis of physical systems such as the electrical grid or traffic flow
- Modeling of disease progression
Conference: "Complexity and Business Analytics: Theory and
Applications," Saturday October 14 2006 in the
Undergraduate Library on the WSU campus. This is a cooperative program, with
participation by WSU, U of M, UM Dearborn, Ford, GM, Chrysler and TACOM.
Fall 2005 Seminar Series, supported
by Department of Computer Science
Presentations to Complex Systems Group:
We have a ListServ; complex@lists.wayne.edu
(anyone can send a message to the list). To join, email David Bowen, Department of
Interdisciplinary Studies, at d.r.bowen@wayne.edu.
NetLogo Study Group. This is a group working on the agent-based
modeling tool NetLogo.
Current ListServ members (September 2006):
- Haluk Aktan, Civil Engineering
- Daniel Barth-Jones, Center for Healthcare Effectiveness Research
- Allen Batteau, Anthropology
- Erica Beecher-Monas, Law Instruction Units
- David Bowen, Interdiciplinary Studies
- Alan Bradley, Center for Urban Studies
- Dale Brandenburg, Education
- Rainelle Burton, Interdiciplinary Studies
- Ratna Chinnam, Industrial & Manufacturing Engineering
- Nancy Christ, VP Research
- Jason Clark, Electrical & Computer Engineering
- Harry Denman, Physics
- Alan Dombkowski, Institute for Environmental Health Sciences
- Daniel Drucker, Mathematics
- Darin Ellis, Industrial & Manufacturing Engineering
- Farshad Fotouhi, Computer Science (chair)
- Daniel Geller, Political Science
- Edward Griffor, Computer Science
- Loren Hoffman, Social Work
- Yinlun Huang, ChemEng&MatSci
- David Huff, part-time faculty in Business Administration / graduate
student in Instructional Technology
- Thomas Jankowski, Institute of Gerontology (Associate Director, Research)
- Barry Lyons, Anthropology
- David Martin, Center for Urban Studies
- Alper Murat, Industrial & Manufacturing Engineering
- Elizabeth Nanas, Institute of Gerontology
- Ty Partridge, Psychology
- Fred Pearson, Political Science
- Robert Reynolds, Computer Science
- Al Saperstein, Physics
- Matt Seeger, Communications (chair)
- Robert Silver, Pharmacology, Physiology, Radiology and Biomedical
Engineering
- Robert Sinclair, Geography
- Chin-An Tan, Engineering
- Lee Wurm, Psychology
- Hongwei Zhang, Computer Science
Our group is actively seeking others within WSU, both to join in our
planning, and to participate in the projects we are working on. Roughly, our
goals are
- An on-campus workshop to connect those with projects to
practitioners and tools
- A graduate certificate program to train students, both to support research
projects, and to prepare students for life after graduation, in academic and
other organizations that are rapidly applying methods in Complex Systems in
many areas.
- Development of research proposals for external funding, including the
establishment of a WSU center or institute, perhaps with a specific focus
within Complex Systems.