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Kniha Artificial War: Multiagent-based Simulation Of Combat Andrew Ilachiniski

Artificial War: Multiagent-based Simulation Of Combat

Autor: Andrew Ilachiniski
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: World Scientific Publishing Co Pte Ltd
Dostupnost: Skladem u dodavatele
Odesíláme za 14-21 dnů
4 853 Kč
Military conflicts, particularly land combat, possess all of the key attributes of complex adaptive...

Informace o knize

Autor
Andrew Ilachiniski
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2004
Stránek
784
EAN
9789812388346
ISBN
9812388346
Enbook ID
05067764
Vydavatel
World Scientific Publishing Co Pte Ltd
Hmotnost
1505
Rozměry
175 x 250 x 46

Kompletní popis

Military conflicts, particularly land combat, possess all of the key attributes of complex adaptive systems: combat forces are composed of many nonlinearly interacting parts and are organized in a dynamic command-and-control hierarchy; local action, which often appears disordered, self-organizes into long-range order; military conflicts, by their nature, proceed far from equilibrium; military forces adapt to a changing combat environment; and there is no master "voice" that dictates the actions of every soldier (i.e., battlefield action is decentralized). Nonetheless, most modern "state of the art" military simulations ignore the self-organizing properties of combat. This book develops the proposition that combat is more like an interpenetration of two living, coevolving fluids rather than an elastic collision between two hard billiard balls. Artificial-life techniques - specifically, multiagent-based models coupled with evolutionary learning algorithms - provide a powerful new approach to understanding the fundamental processes of war. The book introduces an artificial-life model of combat called EINSTein. Recently developed at the Center for Naval Analyses, USA by the author, EINSTein is one of the first systematic attempts to simulate combat on a small-to-medium scale by using autonomous agents to model individual behaviors and personalities rather than hardware. EINSTein shows that many aspects of land combat may be understood as self-organized, emergent phenomena resulting from the dynamic web of interactions among coevolving agents. Thus, its bottom-up, synthesist approach to modeling combat stands in vivid contrast to the current top-down, reductionist approach taken by conventional models. EINSTein is the first step toward a complex-systems-theoretic toolbox for identifying, exploring, and exploiting self-organized emergent patterns of behavior on the real battlefield.

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