- ホーム
- > 洋書
- > 英文書
- > Science / Mathematics
Full Description
This book covers a wide range of problems involving the applications of stochastic processes, stochastic calculus, large deviation theory, group representation theory and quantum statistics to diverse fields in dynamical systems, electromagnetics, statistical signal processing, quantum information theory, quantum neural network theory, quantum filtering theory, quantum electrodynamics, quantum general relativity, string theory, problems in biology and classical and quantum fluid dynamics.
The selection of the problems has been based on courses taught by the author to undergraduates and postgraduates in Electronics and Communications Engineering.
Print edition not for sale in South Asia (India, Sri Lanka, Nepal, Bangladesh, Pakistan or Bhutan).
Contents
1. Stability Theory of Nonlinear Systems Based on Taylor Approximations of the Nonlinearity 2. String Theory and Large Deviations 3. Ordinary, Partial and Stochastic Differential Equation Models for Biological Systems, Quantum Gravity, Hawking Radiation, Quantum Fluids, Statistical Signal Processing, Group Representations, Large Deviations in Statistical Physics 4. Research Topics on Representations 5. Some Problems in Quantum Information Theory 6. Lectures on Statistical Signal Processing 7. Some Aspects of Stochastic Processes 8. Problems in Electromagnetics and Gravitation 9. Some More Aspects of Quantum Information Theory 10. Lecture Plan for Statistical Signal Processing 11. My Commentary on the Ashtavakra Gita 12. LDP-UKF Based Controller 13. Abstracts for a Book on Quantum Signal Processing Using Quantum Field Theory 14. Quantum Neural Networks and Learning Using Mixed State Dynamics for Open Quantum Systems 15. Quantum Gate Design, Magnet Motion, Quantum Filtering, Wigner Distributions 16. Large Deviations for Markov Chains, Quantum Master Equation, Wigner Distribution for the Belavkin Filter 17. String and Field Theory with Large Deviations, Stochastic Algorithm Convergence
