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Stability Analysis of Neural Networks (Hardcover, 1st ed. 2021): Grienggrai Rajchakit, Praveen Agarwal, Sriraman Ramalingam Stability Analysis of Neural Networks (Hardcover, 1st ed. 2021)
Grienggrai Rajchakit, Praveen Agarwal, Sriraman Ramalingam
R3,681 Discovery Miles 36 810 Ships in 10 - 15 working days

This book discusses recent research on the stability of various neural networks with constrained signals. It investigates stability problems for delayed dynamical systems where the main purpose of the research is to reduce the conservativeness of the stability criteria. The book mainly focuses on the qualitative stability analysis of continuous-time as well as discrete-time neural networks with delays by presenting the theoretical development and real-life applications in these research areas. The discussed stability concept is in the sense of Lyapunov, and, naturally, the proof method is based on the Lyapunov stability theory. The present book will serve as a guide to enable the reader in pursuing the study of further topics in greater depth and is a valuable reference for young researcher and scientists.

Mathematical Modelling and Computational Intelligence Techniques - ICMMCIT-2021, Gandhigram, India February 10-12 (Hardcover,... Mathematical Modelling and Computational Intelligence Techniques - ICMMCIT-2021, Gandhigram, India February 10-12 (Hardcover, 1st ed. 2021)
P. Balasubramaniam, Kuru Ratnavelu, Grienggrai Rajchakit, G. Nagamani
R5,629 Discovery Miles 56 290 Ships in 10 - 15 working days

This book collects papers presented at the International Conference on Mathematical Modelling and Computational Intelligence Techniques (ICMMCIT) 2021, held at the Department of Mathematics, The Gandhigram Rural Institute (Deemed to be University), Gandhigram, Tamil Nadu, India, from 10-12 February 2021. Significant contributions from renowned researchers from fields of applied analysis, mathematical modelling and computing techniques have been received for this conference. Chapters emphasize on the research of computational nature focusing on new algorithms, their analysis and numerical results, as well as applications in physical, biological, social, and behavioural sciences. The accepted papers are organized in topical sections as mathematical modelling, image processing, control theory, graphs and networks, and inventory control.

Stability Analysis of Neural Networks (Paperback, 1st ed. 2021): Grienggrai Rajchakit, Praveen Agarwal, Sriraman Ramalingam Stability Analysis of Neural Networks (Paperback, 1st ed. 2021)
Grienggrai Rajchakit, Praveen Agarwal, Sriraman Ramalingam
R3,651 Discovery Miles 36 510 Ships in 10 - 15 working days

This book discusses recent research on the stability of various neural networks with constrained signals. It investigates stability problems for delayed dynamical systems where the main purpose of the research is to reduce the conservativeness of the stability criteria. The book mainly focuses on the qualitative stability analysis of continuous-time as well as discrete-time neural networks with delays by presenting the theoretical development and real-life applications in these research areas. The discussed stability concept is in the sense of Lyapunov, and, naturally, the proof method is based on the Lyapunov stability theory. The present book will serve as a guide to enable the reader in pursuing the study of further topics in greater depth and is a valuable reference for young researcher and scientists.

Mathematical Modelling and Computational Intelligence Techniques - ICMMCIT-2021, Gandhigram, India February 10-12 (Paperback,... Mathematical Modelling and Computational Intelligence Techniques - ICMMCIT-2021, Gandhigram, India February 10-12 (Paperback, 1st ed. 2021)
P. Balasubramaniam, Kuru Ratnavelu, Grienggrai Rajchakit, G. Nagamani
R5,594 Discovery Miles 55 940 Ships in 10 - 15 working days

This book collects papers presented at the International Conference on Mathematical Modelling and Computational Intelligence Techniques (ICMMCIT) 2021, held at the Department of Mathematics, The Gandhigram Rural Institute (Deemed to be University), Gandhigram, Tamil Nadu, India, from 10-12 February 2021. Significant contributions from renowned researchers from fields of applied analysis, mathematical modelling and computing techniques have been received for this conference. Chapters emphasize on the research of computational nature focusing on new algorithms, their analysis and numerical results, as well as applications in physical, biological, social, and behavioural sciences. The accepted papers are organized in topical sections as mathematical modelling, image processing, control theory, graphs and networks, and inventory control.

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