Course Code:
CEID_NE589
Type:
Period:
Spring Semester
Instructors:
Credit Points:
5
Models: Distributed and Decentralize: LOCAL-CONGEST, Population Protocols, Population Dynamics, Opinion Dynamics, Cellular Automata, Network Dynamics, Agent-based Modeling.
Distributed Algorithms:
- Maximal Independent Set
- Coloring (deterministic and randomized)
- Approximation Algorithm for Dominating Sets
- Self-Stabilization Algorithms
•Computation based on Physarum Polycephalum Decentralized Algorithms/Systems:
- Boolean Networks, Hopfield Networks
- Cellular Automata • Network Systems
- Opinion Dynamics (De Groot Model)
Population Dynamics (Disease Models, Predator-Prey Models) Agent-based Modeling – Lab:
- Simple Agent-based Models
- Agent Properties and Actions
- Environment of Agents
- Agent Interactions
- Model implementation in NETLOGO