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Книга Specialization in Collective Behavior Systems Geoff Nitschke

Specialization in Collective Behavior Systems

The Role of Emergent Specialization in Collective Behavior

Автор: Geoff Nitschke
Език: Английски език
Корици: С меки корици
Издател: LAP Lambert Academic Publishing
Наличност: Външен склад
Изпращаме след 8-11 дни
62.13 € 121.51 лв
Specialization in Collective Behavior Systems describes a novel method called: Collective Neuro-Evo...

Информация за книгата

Автор
Geoff Nitschke
Език
Английски език
Корици
Книга - С меки корици
Издадена
2009
страници
188
EAN
9783838322506
Enbook ID
07027622
Издател
LAP Lambert Academic Publishing
Теглоt
296
Размери
150 x 220 x 11

Пълно описание

Specialization in Collective Behavior Systems describes a novel method called: Collective Neuro-Evolution (CONE) that operates within computer simulation to solve collective behavior problems. A collective behavior problem is a task that can only be solved by multiple agents (computer programs) working cooperatively. The book s topic is situated in the neuro-evolution research field: the intersection of evolutionary computation, and neural computation research. Given a collective behavior problem, CONE designs multi-agent behavior such that agents cooperate in order to solve the problem. CONE works via adapting agent behavior and agent interactions during a computer simulation, and purposefully facilitates and uses specialization that emerges as agents interact. Using emergent specialization as a problem solving mechanism allows CONE to outperform related methods that also solve computer simulated collective behavior problems.

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