Artificial Intelligence Methods in the Environmental Sciences

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Artificial Intelligence Methods in the Environmental Sciences
  • Leveringstid 2-4 uger
  • Forventet levering 23-12-2019
Format:
Bog, hardback
Udgivelsesdato:
26-11-2008
Sprog:
Engelsk
Udgave:
2009 ed..
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  • Yderligere info
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How can environmental scientists and engineers use the increasing amount of available data to enhance our understanding of planet Earth, its systems and processes? This book describes various potential approaches based on artificial intelligence (AI) techniques, including neural networks, decision trees, genetic algorithms and fuzzy logic.Part I contains a series of tutorials describing the methods and the important considerations in applying them. In Part II, many practical examples illustrate the power of these techniques on actual environmental problems.International experts bring to life ways to apply AI to problems in the environmental sciences. While one culture entwines ideas with a thread, another links them with a red line. Thus, a "red thread" ties the book together, weaving a tapestry that pictures the 'natural' data-driven AI methods in the light of the more traditional modeling techniques, and demonstrating the power of these data-based methods.

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Udgivelsesdato:
26-11-2008
ISBN13:
9781402091179
Vægt:
1123 g
Dybde:
20 mm
Bredde:
193 mm
Højde:
260 mm
Format:
Hardback
  • Forfattere

  • Bibliotekernes beskrivelse

    This book describes various AI techniques environmental scientists and engineers can use to process the vast amount of available data to enhance our understanding of Earth, including neural networks, decision trees, genetic algorithms and fuzzy logic. 1 Hardback VIII, 424 p.

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