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Kniha Specialization in Collective Behavior Systems Geoff Nitschke

Specialization in Collective Behavior Systems

The Role of Emergent Specialization in Collective Behavior

Autor: Geoff Nitschke
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: LAP Lambert Academic Publishing
Dostupnost: Skladem u dodavatele
Odesíláme za 8-11 dnů
1 339 Kč
Specialization in Collective Behavior Systems describes a novel method called: Collective Neuro-Evo...

Informace o knize

Autor
Geoff Nitschke
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2009
Stránek
188
EAN
9783838322506
Enbook ID
07027622
Vydavatel
LAP Lambert Academic Publishing
Hmotnost
296
Rozměry
150 x 220 x 11

Kompletní popis

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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