SIMULATING KNOWLEDGE DYNAMICS IN INNOVATION NETWORKS (SKIN)

Petra Ahrweiler, Andreas Pyka, Nigel Gilbert · 2004

Summary. This paper presents SIMKIN, an agent-based simulation model that represents how innovation occurs in knowledge-based industries. The model features heterogeneous agents with different knowledge stocks who interact through markets and knowledge exchange. It captures uncertainty, learning from experience and collaboration, agent failure, and historical change. The simulation allows researchers to explore dynamic innovation processes in complex systems.

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Ahrweiler, P., Pyka, A., & Gilbert, N.. (2004). SIMULATING KNOWLEDGE DYNAMICS IN INNOVATION NETWORKS (SKIN). https://doi.org/10.1142/9789812702258_0014

@article{ahrweiler-2004-simulating-knowledge-dynamics-innovation-networks,
  title   = {SIMULATING KNOWLEDGE DYNAMICS IN INNOVATION NETWORKS (SKIN)},
  author  = {Petra Ahrweiler and Andreas Pyka and Nigel Gilbert},
  year    = {2004},
  doi     = {10.1142/9789812702258_0014},
  url     = {https://doi.org/10.1142/9789812702258_0014}
}

TY  - JOUR
TI  - SIMULATING KNOWLEDGE DYNAMICS IN INNOVATION NETWORKS (SKIN)
AU  - Petra Ahrweiler
AU  - Andreas Pyka
AU  - Nigel Gilbert
PY  - 2004
DO  - 10.1142/9789812702258_0014
UR  - https://doi.org/10.1142/9789812702258_0014
ER  -

Details

DOI: 10.1142/9789812702258_0014
Countries: Germany, United Kingdom
Regions: Europe
Categories: innovation-theory, innovation-networks, general-innovation
Added: 2026-04-28