Machine Learning Control by Symbolic Regression - Askhat Diveev,Elizaveta Shmalko
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This book provides comprehensive coverage on a new direction in computational mathematics research: automatic search for formulas. Formulas must be sought in all areas of science and life: these are the laws of the universe, the macro and micro world, fundamental physics, engineering, weather and natural disasters forecasting; the search for new laws in economics, politics, sociology. Accumulating many year ... Full description
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Description
This book provides comprehensive coverage on a new direction in computational mathematics research: automatic search for formulas. Formulas must be sought in all areas of science and life: these are the laws of the universe, the macro and micro world, fundamental physics, engineering, weather and natural disasters forecasting; the search for new laws in economics, politics, sociology. Accumulating many years of experience in the development and application of numerical methods of symbolic regression to solving control problems, the authors offer new possibilities not only in the field of control automation, but also in the design of completely different optimal structures in many fields.
More Information
| Author | Askhat Diveev, Elizaveta Shmalko |
|---|---|
| Publisher | Springer Nature Switzerland |
| Release year | 2021 |
| Cover type | Hardcover |
| EAN | 9783030832124 |