Soft Computing in Engineering

Nonfiction, Science & Nature, Mathematics, Arithmetic, Technology, Engineering, Mechanical
Cover of the book Soft Computing in Engineering by Jamshid Ghaboussi, CRC Press
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Author: Jamshid Ghaboussi ISBN: 9780429892820
Publisher: CRC Press Publication: May 11, 2018
Imprint: CRC Press Language: English
Author: Jamshid Ghaboussi
ISBN: 9780429892820
Publisher: CRC Press
Publication: May 11, 2018
Imprint: CRC Press
Language: English

Soft computing methods such as neural networks and genetic algorithms draw on the problem solving strategies of the natural world which differ fundamentally from the mathematically-based computing methods normally used in engineering. Human brains are highly effective computers with capabilities far beyond those of the most sophisticated electronic computers. The 'soft computing‘ methods they use can solve very difficult inverse problems based on reduction in disorder.

This book outlines these methods and applies them to a range of difficult engineering problems, including applications in computational mechanics, earthquake engineering, and engineering design. Most of these are difficult inverse problems – especially in engineering design – and are treated in depth.

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Soft computing methods such as neural networks and genetic algorithms draw on the problem solving strategies of the natural world which differ fundamentally from the mathematically-based computing methods normally used in engineering. Human brains are highly effective computers with capabilities far beyond those of the most sophisticated electronic computers. The 'soft computing‘ methods they use can solve very difficult inverse problems based on reduction in disorder.

This book outlines these methods and applies them to a range of difficult engineering problems, including applications in computational mechanics, earthquake engineering, and engineering design. Most of these are difficult inverse problems – especially in engineering design – and are treated in depth.

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