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Recent advances in intelligent engin...

Kovács, Levente.

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Recent advances in intelligent engineering = volume dedicated to Imre J. Rudas' seventy-fifth birthday /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Recent advances in intelligent engineering/ edited by Levente Kovács, Tamás Haidegger, Anikó Szakál.
Reminder of title:	volume dedicated to Imre J. Rudas' seventy-fifth birthday /
other author:	Kovács, Levente.
Published:	Cham :Springer Nature Switzerland : : 2024.,
Description:	xii, 319 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	STAM-SNN: Spatio-Temporal Associative Memory in Brain-inspired Spiking Neural Networks: Concepts and Perspectives -- Fast Multi-scale Batch-Learning Growing Neural Gas -- Conversion between Denavit-Hartenberg and Hayati conventions for calibration and forward kinematics of manipulators -- Stability and Stabilization Conditions for Switching Positive T-S Fuzzy Interval Observes -- Surgical Data Science: Emerging Trends and Future Pathways -- Which Random-Set Representation of a Fuzzy Set Is the Simplest.
Contained By:	Springer Nature eBook
Subject:	Computational intelligence. -
Online resource:	https://doi.org/10.1007/978-3-031-58257-8
ISBN:	9783031582578

Recent advances in intelligent engineering = volume dedicated to Imre J. Rudas' seventy-fifth birthday /
Recent advances in intelligent engineeringvolume dedicated to Imre J. Rudas' seventy-fifth birthday /[electronic resource] :edited by Levente Kovács, Tamás Haidegger, Anikó Szakál. - Cham :Springer Nature Switzerland :2024. - xii, 319 p. :ill. (some col.), digital ;24 cm. - Topics in intelligent engineering and informatics,v. 182193-942X ;. - Topics in intelligent engineering and informatics ;v. 18..

STAM-SNN: Spatio-Temporal Associative Memory in Brain-inspired Spiking Neural Networks: Concepts and Perspectives -- Fast Multi-scale Batch-Learning Growing Neural Gas -- Conversion between Denavit-Hartenberg and Hayati conventions for calibration and forward kinematics of manipulators -- Stability and Stabilization Conditions for Switching Positive T-S Fuzzy Interval Observes -- Surgical Data Science: Emerging Trends and Future Pathways -- Which Random-Set Representation of a Fuzzy Set Is the Simplest.

The book publishes new developments and advances in the various areas of computational intelligence-quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics, and life science, as well as the methodologies behind them. The book contains monographs, lecture notes, and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Critical to both contributors and readers are the short publication time and world-wide distribution-this permits a rapid and broad disseminational of research results. Soft computing, as a collection of techniques exploiting approximation and tolerance for imprecision and uncertaintyin traditionally intractable problems, has become very effective and popular especially because of the synergy derived from its components. The integration of constituent technologies provides complementary methods that allow developing flexible computing tools and solving complex problems. A wide area of natural applications of soft computing techniques consists of the control of dynamic systems, including robots. Loosely speaking, control can be understood as driving a process to attain a desired goal. Intelligent control can be seen as an extension of this concept, to include autonomous human-like interactions of a machine with the environment. Intelligent robots can be characterized by the ability to operate in an uncertain, changing environment with the help of appropriate sensing. They have the power to autonomously plan and execute motion sequences to achieve a goal specified by a human user without detailed instructions. In this book leading specialists address various theoretical and practical aspects in soft computing, intelligent robotics, and control. The problems discussed are taken from fuzzy systems, neural networks, interactive evolutionary computing, intelligent mobile robotics, and intelligent control of linear and nonlinear dynamic systems.

ISBN: 9783031582578

Standard No.: 10.1007/978-3-031-58257-8doiSubjects--Topical Terms:

595739
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

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520 $a The book publishes new developments and advances in the various areas of computational intelligence-quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics, and life science, as well as the methodologies behind them. The book contains monographs, lecture notes, and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Critical to both contributors and readers are the short publication time and world-wide distribution-this permits a rapid and broad disseminational of research results. Soft computing, as a collection of techniques exploiting approximation and tolerance for imprecision and uncertaintyin traditionally intractable problems, has become very effective and popular especially because of the synergy derived from its components. The integration of constituent technologies provides complementary methods that allow developing flexible computing tools and solving complex problems. A wide area of natural applications of soft computing techniques consists of the control of dynamic systems, including robots. Loosely speaking, control can be understood as driving a process to attain a desired goal. Intelligent control can be seen as an extension of this concept, to include autonomous human-like interactions of a machine with the environment. Intelligent robots can be characterized by the ability to operate in an uncertain, changing environment with the help of appropriate sensing. They have the power to autonomously plan and execute motion sequences to achieve a goal specified by a human user without detailed instructions. In this book leading specialists address various theoretical and practical aspects in soft computing, intelligent robotics, and control. The problems discussed are taken from fuzzy systems, neural networks, interactive evolutionary computing, intelligent mobile robotics, and intelligent control of linear and nonlinear dynamic systems.
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