Automating Data Driven Modelling of Dynamical Systems is popular PDF and ePub book, written by Dhruv Khandelwal in 2022-02-03, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Automating Data Driven Modelling of Dynamical Systems can be Read Online from any device for your convenience.
Automating Data Driven Modelling of Dynamical Systems Book PDF Summary
This book describes a user-friendly, evolutionary algorithms-based framework for estimating data-driven models for a wide class of dynamical systems, including linear and nonlinear ones. The methodology addresses the problem of automating the process of estimating data-driven models from a user’s perspective. By combining elementary building blocks, it learns the dynamic relations governing the system from data, giving model estimates with various trade-offs, e.g. between complexity and accuracy. The evaluation of the method on a set of academic, benchmark and real-word problems is reported in detail. Overall, the book offers a state-of-the-art review on the problem of nonlinear model estimation and automated model selection for dynamical systems, reporting on a significant scientific advance that will pave the way to increasing automation in system identification.
Detail Book of Automating Data Driven Modelling of Dynamical Systems PDF
- Author : Dhruv Khandelwal
- Release : 03 February 2022
- Publisher : Springer Nature
- ISBN : 9783030903435
- Genre : Technology & Engineering
- Total Page : 250 pages
- Language : English
- PDF File Size : 18,8 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Automating Data Driven Modelling of Dynamical Systems by Dhruv Khandelwal, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.