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Complexity Theory IPU CSC notes and question paper free download - Dipesh S - 05-03-2017
SYLLABUS:-
UNIT I
Complexity, properties common to complex systems, introduction to Net logo, Dynamics and Chaos, Fractals, Information, Order, and Randomness, Maxwell's Demon, Shannon Information.
UNIT II
Cellular Automata, Game of life, Cellular Automata as Dynamical Systems, Models of Biological SelfOrganization, Ant Foraging and Task Allocation, Information Processing in Biological Systems, Models of Cooperation in Social Systems, The Prisoner's Dilemma.
UNIT III
Small-World Networks, Scale-Free and Long-Tailed Degree Distributions, Scaling in Cities, Metabolic Scaling.
Unit IV
Evolving Automata, Agent Behavior, Adaptation, Taxonomy of 2 x 2 Games, Game Theory, One Agent, Many Games