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Analyzing Complex Adaptive Systems: Basic Quantitative Approach

Analyzing Complex Adaptive Systems: Basic Quantitative Approach

Paperback

General Science

ISBN13: 9798736304516
Publisher: Independently Published
Published: Apr 12 2021
Pages: 194
Weight: 0.61
Height: 0.41 Width: 6.14 Depth: 9.21
Language: English
Cognitive learning systems with many parts, pieces, elements, or agents that can choose to interact dynamically in nonlinear fashions would be considered Complex Adaptive. These systems show highly nonlinear, emergent, resilient, robust, and continuously adaptive behaviors in response to perturbations and shocks from their environments. They evolve through time, are dynamic, and can change their internal and external interactions or structures. These systems can evolve by random mutation, self-organization transforming their internal agent-agent interactions based on their environments. This book is an introductory view on how to quantify specific properties of Complex Adaptive Systems. It should be helpful for practitioners interested in Complex Systems that have been exposed to qualitative and quantitative modeling concepts with a basic knowledge of statistics, calculus, differential equations, network, and system theory.

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