Solving System of Nonlinear Equations with the Genetic Algorithm and Newton’s Method
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Solving System of Nonlinear Equations with the Genetic Algorithm and Newton’s Method
Formal Metadata
| Title |
Solving System of Nonlinear Equations with the Genetic Algorithm and Newton’s Method
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| Author |
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| License |
CC Attribution 3.0 Germany:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor. |
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| Release Date |
2020
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| Language |
English
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| Production Year |
2020
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| Production Place |
Tsukuba, Japan
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Content Metadata
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| Abstract |
An implementation and an application of the combination of the genetic algorithm and Newton's method for solving a system of nonlinear equations is presented. The method first uses the advantage of the robustness of the genetic algorithm for guessing the rough location of the roots, then it uses the advantage of a good rate of convergence of Newton’s method. An effective application of the method for the positioning problem of multiple small rovers proposed for the use in asteroid exploration is shown.
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| Keywords | Genetic algorithm Newton's method Nonlinear equations |
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