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Self-Organization: Theories and Methods

Wenjun Zhang
en Limba Engleză Hardback – 16 iul 2014
Self-organisation is a universal mechanism in nature. In the past thirty years, numerous phenomena, theories and methods on self-organisation have been founded around the world. This book presents recent achievements in theories and methods of self-organisation and includes such theories and methods of self-organisation as ant algorithms, particle swarm algorithms, artificial neural networks, motion and migration algorithms, self-adaptive Kalman Filters, finite state approximations, etc., Chapters are contributed by more than 20 scientists from China, Italy, Spain, Japan, Russia, Serbia, India, and Turkey, in the areas of mathematics, computational science, artificial intelligence, aeronautics and astronautics, automation and control, and life sciences. It will provide researchers with various aspects of the latest advances in self-organisation. It is a valuable reference for scientists, university teachers and graduate students in mathematics, natural science, engineering science, and social science.
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Specificații

ISBN-13: 9781626188655
ISBN-10: 1626188653
Pagini: 245
Dimensiuni: 180 x 260 x 20 mm
Greutate: 0.63 kg
Editura: NOVA SCIENCE PUB INC

Cuprins

Preface; An Overview on Theories & Methods of Self-Organization; An Ant Colony Optimization Based Approach of Feature Selection for Efficient Classification of Very Small Datasets by Mining Patterns; Self-organization & Task Allocation: An Application to Ant Algorithms; The Generalized Particle Swarm Optimization Algorithm with Application Examples; Weights & Structure Determination of Artificial Neuronets; Low-dimensional Structures Embedded in Human Locomotion: Data Analysis & Modeling; Self-organization in Motion of a Set of Living Individuals; A Cellular Automata Method for Species Migration Process In Heterogeneous Environment; Robust Self-adaptive Kalman Filter with the R & Q Adaptations against Sensor/Actuator Failures; Regular Approximation of the Stochastic Pushdown Calculus; Index.