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Soft computing is an emerging collection of methodologies that exploit tolerances for imprecision, uncertainty, and partial truth to achieve robustness, tractability, and low total cost. Hard computing solutions are usually more straightforward to analyze, and feature more predictable behavior and stability. This in-depth resource lucidly explains the fusion of soft computing and hard computing methodologies, and includes a comprehensive set of real-world applications.
This uniquely crafted work combines the experience of many internationally recognized experts in the soft- and
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Produktbeschreibung
Soft computing is an emerging collection of methodologies that exploit tolerances for imprecision, uncertainty, and partial truth to achieve robustness, tractability, and low total cost. Hard computing solutions are usually more straightforward to analyze, and feature more predictable behavior and stability. This in-depth resource lucidly explains the fusion of soft computing and hard computing methodologies, and includes a comprehensive set of real-world applications.
This uniquely crafted work combines the experience of many internationally recognized experts in the soft- and hard-computing research worlds to present practicing engineers with the broadest possible array of methodologies for developing innovative and competitive solutions to real-world problems. Each of the chapters illustrates the wide-ranging applicability of the fusion concept in such critical areas as
_ Computer security and data mining
_ Electrical power systems and large-scale plants
_ Motor drives and tool wear monitoring
_ User interfaces and the World Wide Web
_ Aerospace and robust control

This must-have guide for practicing engineers, researchers, and R&D managers who wish to create or understand computationally intelligent hybrid systems is also an excellent primary source for graduate courses in soft computing, engineering applications of artificial intelligence, and related topics.
Autorenporträt
SEPPO J. OVASKA, DSc (Tech), is a professor in the Department of Electrical and Communications Engineering at Helsinki University of Technology, Finland. He is a senior member of the IEEE, and has published more than 180 papers in peer-reviewed journals and international conferences.