Guided Self-Organization: Inception
tarafından
 
Prokopenko, Mikhail. editor.

Başlık
Guided Self-Organization: Inception

Yazar
Prokopenko, Mikhail. editor.

ISBN
9783642537349

Fiziksel Niteleme
XXII, 475 p. 172 illus., 54 illus. in color. online resource.

Seri
Emergence, Complexity and Computation, 9

İçindekiler
Foundational frameworks -- Coordinated behaviour and learning within an embodied agent -- Swarms and networks of agents.

Özet
Is it possible to guide the process of self-organisation towards specific patterns and outcomes?  Wouldn’t this be self-contradictory?   After all, a self-organising process assumes a transition into a more organised form, or towards a more structured functionality, in the absence of centralised control.  Then how can we place the guiding elements so that they do not override rich choices potentially discoverable by an uncontrolled process?  This book presents different approaches to resolving this paradox.  In doing so, the presented studies address a broad range of phenomena, ranging from autopoietic systems to morphological computation, and from small-world networks to information cascades in swarms.  A large variety of methods is employed, from spontaneous symmetry breaking to information dynamics to evolutionary algorithms, creating a rich spectrum reflecting this emerging field. Demonstrating several foundational theories and frameworks, as well as innovative practical implementations, Guided Self-Organisation: Inception, will be an invaluable tool for advanced students and researchers in a multiplicity of fields across computer science, physics and biology, including information theory, robotics, dynamical systems, graph theory, artificial life, multi-agent systems, theory of computation and machine learning.

Konu Başlığı
Engineering.
 
Computers.
 
Artificial intelligence.
 
Statistical physics.
 
Computational intelligence.
 
Complexity, Computational.
 
Complexity.
 
Theory of Computation.
 
Artificial Intelligence (incl. Robotics).
 
Nonlinear Dynamics.

Yazar Ek Girişi
Prokopenko, Mikhail.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
http://dx.doi.org/10.1007/978-3-642-53734-9


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book23923-1001QA76.9 .M35Springer E-Book Collection