The development of inexpensive and fast computers, coupled with the discovery of efficient algorithms for dealing with polynomial equations, has enabled exciting new applications of algebraic geometry and commutative algebra. Algebraic Geometry for Robotics and Control Theory shows how tools borrowed from these two fields can be efficiently employed to solve relevant problem arising in robotics and control theory.After a brief introduction to various algebraic objects and techniques, the book first covers a wide variety of topics concerning control theory, robotics, and their applications. Specifically this book shows how these computational and theoretical methods can be coupled with classical control techniques to: solve the inverse kinematics of robotic arms; design observers for nonlinear systems; solve systems of polynomial equalities and inequalities; plan the motion of mobile robots; analyze Boolean networks; solve (possibly, multi-objective) optimization problems; characterize the robustness of linear; time-invariant plants; and certify positivity of polynomials.
Laura Menini & Corrado Possieri
ALGEBRAIC GEOMETRY FOR ROBOTICS AND CONTROL THEORY [EPUB ebook]
ALGEBRAIC GEOMETRY FOR ROBOTICS AND CONTROL THEORY [EPUB ebook]
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Language English ● Format EPUB ● Pages 616 ● ISBN 9781800610477 ● File size 69.9 MB ● Publisher World Scientific Publishing Company ● City Singapore ● Country SG ● Published 2021 ● Downloadable 24 months ● Currency EUR ● ID 7931790 ● Copy protection Adobe DRM
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