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Digital Manufacturing and the Future
of Innovation Systems in Chicago
Authors:
Carlos Teixeira, Associate Professor, IIT Institute of Design.
Laura Forlano, Assistant Professor, IIT Institute of Design.
2
What makes this a system?
3
Complex Adaptive Systems
Composed of populations of adaptive
agents whose interactions result in
complex non-linear dynamics, the
results of which are emergent system
phenomena.
Source: Jason Brownlee, in Complex Adaptive Systems
Adaptive agents
Non-linear dynamics
Emergent system
4
Infrastructure
Open hardware
Digital fabrication
Robotics
5
Array of Things
6
UI Labs
7
mHUB
8
From closed to open innovation
Source: Henry Chesbrough
9
Product Development Ecology in Chicago
Categories and players:
Investors
Incubators
Makers
Manufacturers
Consultants
Corporations
Start-ups
10
Adaptive nonlinear networks
Dispersed interactions
No global controller
Crosscutting hierarchical interactions
Continual adaptations
Perpetual novelty
Out-of-equilibrium dynamics
Source: Jason Brownlee, in Complex Adaptive Systems
A paraphrase of W. Brian Arthur's six aspects of adaptive nonlinear networks
11
Agile production system
Anticipation
Recombination
Instant feedback loops
Continual adaptation
P. Hjorth, A. Bagheri / Futures 38 (2006) 74–92
12
References
Brownlee, J. (2007). Complex Adaptive Systems (Tech. No. 070302A).
Chesbrough, H. W. (2003). Open Innovation: the new imperative for creating and profiting from
technology. Boston, MA: Harvard Business School Press.
Hjorth, P., & Bagheri, A. (2006). Navigating towards sustainable development: A system dynamics
approach. Futures, 38(1), 74-92. doi:10.1016/j.futures.2005.04.005

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