| Course Name | Agent-Based Modelling |
| Course Code | 15ECE376 |
| Program | B. Tech. in Electronics and Communication Engineering |
| Year Taught | 2019 |
Introduction to Agents – Features – Classification of agents. Multi Agent Systems (MAS) and properties. Agent communication ontology – Agent communication languages: FIPA-ACL, KIF, KQML. Internal structure of MAS: Shell – Reasoning engine. MAS development methodology: Agent behavior – Agent action. Knowledge diffusion in MAS: Application level, behavior level and evolutionary agent communities.
Data mining techniques for intelligent Agents: Association rule mining – Clustering – Classification and evolutionary algorithms.
Applying data mining to agents – Study of available agent based modeling software. Case studies – Application level, behavior level and evolutionary agent communities.
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