Dhruv Khandelwal
Automating Data-Driven Modelling of Dynamical Systems: An Evolutionary Computation Approach
Automating Data-Driven Modelling of Dynamical Systems: An Evolutionary Computation Approach
💎 Earn 541 Points (£5.41) on this item.
YOU SAVE £21.71
- Condition: Brand new
- UK Delivery times: Usually arrives within 2 - 3 working days
- UK Shipping: Fee starts at £2.39. Subject to product weight & dimension
Bulk ordering. Want 15 or more copies? Get a personalised quote and bigger discounts. Learn more about bulk orders.
Couldn't load pickup availability
- More about Automating Data-Driven Modelling of Dynamical Systems: An Evolutionary Computation Approach
This book provides a user-friendly framework for estimating data-driven models for dynamical systems, combining elementary building blocks to learn dynamic relations and estimate models with trade-offs between complexity and accuracy.
Format: Paperback / softback
Length: 229 pages
Publication date: 04 February 2023
Publisher: Springer Nature Switzerland AG
This book presents a user-friendly and evolutionary algorithms-based framework for estimating data-driven models for a diverse range of dynamical systems, encompassing both linear and nonlinear ones. The methodology aims to automate the process of developing data-driven models from a user's perspective. By amalgamating fundamental building blocks, it learns the dynamic relationships governing the system through data, resulting in model estimates that strike a balance between complexity and accuracy. Extensive evaluation of the method on a comprehensive set of academic, benchmark, and real-world problems is provided, detailing its performance and highlighting its significant scientific advancements. Overall, this book serves as a state-of-the-art review on the problem of nonlinear model estimation and automated model selection for dynamical systems, paving the way for increased automation in system identification.
Weight: 397g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030903459
Edition number: 1st ed. 2022
This item can be found in:
UK and International shipping information
UK and International shipping information
UK Delivery and returns information:
- Delivery within 2 - 3 days when ordering in the UK.
- Shipping fee for UK customers from £2.39. Fully tracked shipping service available.
- Returns policy: Return within 30 days of receipt for full refund.
International deliveries:
Shulph Ink now ships to Australia, Belgium, Canada, France, Germany, Ireland, Italy, India, Luxembourg Saudi Arabia, Singapore, Spain, Netherlands, New Zealand, United Arab Emirates, United States of America.
- Delivery times: within 5 - 10 days for international orders.
- Shipping fee: charges vary for overseas orders. Only tracked services are available for most international orders. Some countries have untracked shipping options.
- Customs charges: If ordering to addresses outside the United Kingdom, you may or may not incur additional customs and duties fees during local delivery.
