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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Lingua Inglese ● Formato EPUB ● Pagine 616 ● ISBN 9781800610477 ● Dimensione 69.9 MB ● Casa editrice World Scientific Publishing Company ● Città Singapore ● Paese SG ● Pubblicato 2021 ● Scaricabile 24 mesi ● Moneta EUR ● ID 7931790 ● Protezione dalla copia Adobe DRM
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