Лекция 3. Метод роя частиц
Материалы к лекции:
Ресурсы:
Роевой интеллект
Модель Рейнолдса
- Reynolds, Craig (1987). Flocks, herds and schools: A distributed behavioral model. Proceedings of the 14th annual conference on Computer graphics and interactive techniques SIGGRAPH'87, pp. 25–34
- Boids. Background and Update, by Craig Reynolds
- Stanley and Stella in Breaking the Ice (1987) (YouTube)
- Coding Challenge #124: Flocking Simulation (YouTube)
- T. Vicsek, et al., Novel Type of Phase Transition in a System of Self-Driven Particles, Phys. Rev. Lett. 1995, 75, 6, p. 1226–1229 (PDF)
Метод роя частиц
- J. Kennedy, R. Eberhart, Particle Swarm Optimization, Proc. of IEEE International Conference on Neural Networks, 1995, p. 1942–1948
- J. Dieterich, B. Hartke, Empirical Review of Standard Benchmark Functions Using Evolutionary Global Optimization, Applied Mathematics, Vol. 3 No. 10A, 2012, p. 1552–1564 (PDF)
- Kennedy, J., Eberhart, R. C. (1997). A discrete binary version of the particle swarm algorithm, Conference on Systems, Man, and Cybernetics, Piscataway, NJ: IEEE Service Center, pp. 4104-4109 (PDF)
- Learn Particle Swarm Optimization (YouTube)
Алгоритм CSO
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