Adaptive and Learning Networks – Bücher zum Thema Adaptive and Learning Networks finden und kaufen

Adaptive Learning of Polynomial Networks

Nikolay Nikolaev, Hitoshi Iba
Springer US
160.49 € · Hardcover

Bayesian inference algorithms artificial intelligence genetic programming intelligence learning machine learning navigation programming

This book provides theoretical and practical knowledge for develop ment of algorithms that infer linear and nonlinear models. It offers a methodology for inductive learning of polynomial neural network mod els from data. The design of such tools contributes to better statistical data modelling when ...

Radical Solutions and Learning Analytics

Springer Singapore
106.99 € · Hardcover

Learning Analytics Personalised Learning Big Data Neural Networks Artificial Intelligence Informal Learning Adaptive Learning Adaptability Learning Experience Educational Technology learning and instruction

Learning Analytics become the key for Personalised Learning and Teaching thanks to the storage, categorisation and smart retrieval of Big Data. Thousands of user data can be tracked online via Learning Management Systems, instant messaging channels, social networks and other ways of communication. A...

Complex and Adaptive Dynamical Systems

Claudius Gros
Springer International Publishing
85.59 € · Hardcover

network theory deterministic chaos bifurcation theory vs. rate-induced tipping self-organized criticality information theory in complex systems game theory of the tragedy of the commons synchronization phenomena in complex networks emergent phenomena in darwinian evolution complexity of machine learning

This textbook offers a comprehensive introduction to the concepts underpinning our modern understanding of complex and emergent behavior. Mathematical methods necessary for the discussion are introduced and explained on the run. All derivations are presented step-by-step. This new fifth edition has ...

Optimization and Adaptive Control Algorithms

Springer Singapore
181.89 € · Hardcover

Nonlinear and Cyclical Drivers Fourier-Machine Learning Approaches Digital Twin CubeSat Attitude Control Backstepping Controllers Tunnel Boring Machine Spiking Neural Networks Water Management Reinforced Concrete Two-Axis Gimbal System Sliding Mode Controller Shallow Foundation Design Reinforced Coupling Beams

This book presents smart optimization techniques and adaptive intelligent control systems which stimulate innovations in engineering and computational science. This book captures these innovations and describes multiple applications of various advanced algorithms. The book encompasses a diverse rang...

Adaptive Learning of Polynomial Networks

Nikolay Nikolaev, Hitoshi Iba
Springer US
149.79 € · eBook

Bayesian inference algorithms artificial intelligence genetic programming intelligence learning machine learning navigation programming

This book provides theoretical and practical knowledge for develop ment of algorithms that infer linear and nonlinear models. It offers a methodology for inductive learning of polynomial neural network mod els from data. The design of such tools contributes to better statistical data modelling when ...

Adaptive Learning of Polynomial Networks

Nikolay Nikolaev, Hitoshi Iba
Springer US
160.49 € · Paperback

Bayesian inference algorithms artificial intelligence genetic programming intelligence learning machine learning navigation programming

This book provides theoretical and practical knowledge for develop ment of algorithms that infer linear and nonlinear models. It offers a methodology for inductive learning of polynomial neural network mod els from data. The design of such tools contributes to better statistical data modelling when ...