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020 _a9783031582578
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072 7 _aCOM004000
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_223
245 1 0 _aRecent Advances in Intelligent Engineering
_h[electronic resource] :
_bVolume Dedicated to Imre J. Rudas' Seventy-Fifth Birthday /
_cedited by Levente Kovács, Tamás Haidegger, Anikó Szakál.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXII, 319 p. 146 illus., 123 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTopics in Intelligent Engineering and Informatics,
_x2193-942X ;
_v18
505 0 _aSTAM-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.
520 _aThe 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. .
541 _fUABC ;
_cPerpetuidad
650 0 _aComputational intelligence.
650 0 _aArtificial intelligence.
650 0 _aControl engineering.
650 0 _aRobotics.
650 0 _aAutomation.
650 1 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence.
650 2 4 _aControl, Robotics, Automation.
700 1 _aKovács, Levente.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aHaidegger, Tamás.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSzakál, Anikó.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031582561
776 0 8 _iPrinted edition:
_z9783031582585
776 0 8 _iPrinted edition:
_z9783031582592
830 0 _aTopics in Intelligent Engineering and Informatics,
_x2193-942X ;
_v18
856 4 0 _zLibro electrónico
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