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Explore the mathematical foundations of emergent behavior in flocking systems through this 28-minute conference talk delivered at the Simons Institute's Smale@95 celebration. Delve into the theoretical framework that explains how simple local interactions between individual agents can give rise to complex collective behaviors observed in bird flocks, fish schools, and other biological swarms. Examine the mathematical models that describe how individual entities following basic rules of alignment, cohesion, and separation can spontaneously organize into coordinated group movements. Learn about the key mathematical concepts including differential equations, dynamical systems theory, and stability analysis that underpin our understanding of these self-organizing phenomena. Discover how these mathematical insights have applications beyond biology, influencing fields such as robotics, artificial intelligence, and distributed systems design. Gain insight into the elegant mathematical principles that govern how order emerges from apparent chaos in natural and artificial systems.
Syllabus
Emergent Behavior on Flocks
Taught by
Simons Institute