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IntechOpen eBooks

Solution for Matrix Exponentiation Using Eigenvalues

Dawit Hiluf Hailu

Published Sep 30, 2024• 0 citations
Publisher

Abstract

In this chapter, we introduce the application of Sylvester’s formula for systems with degenerate eigenvalues to obtain their analytical solutions. To illustrate its utility, we include two additional methods for analytical solutions: the adiabatic approximation and the Magnus expansion. In quantum mechanics, the Schrödinger equation is a mathematical expression that describes the time evolution of a physical system where quantum effects, such as wave-particle duality, are significant. This equation serves as a framework for analyzing quantum mechanical systems. Similar to how Newton’s laws govern the motion of classical objects, the Schrödinger equation governs the behavior of quantum entities. However, unlike classical motion, quantum mechanics deals with the probabilities of different trajectories. The ability to obtain analytical solutions to such equations provides an in-depth understanding of the dynamics and also allows for the identification of controlling parameters, as analytical functions can readily reveal these insights.

DOI
10.5772/intechopen.1006203

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In this chapter, we introduce the application of Sylvester’s formula for systems with degenerate eigenvalues to obtain their analytical solutions. To illustrate its utility, we include two additional methods for analytical solutions: the adiabatic approximation and the Magnus expansion. In quantum mechanics, the Schrödinger equation is a mathematical expression that describes the time evolution of a physical system where quantum effects, such as wave-particle duality, are significant. This equation serves as a framework for analyzing quantum mechanical systems. Similar to how Newton’s laws govern the motion of classical objects, the Schrödinger equation governs the behavior of quantum entities. However, unlike classical motion, quantum mechanics deals with the probabilities of different trajectories. The ability to obtain analytical solutions to such equations provides an in-depth understanding of the dynamics and also allows for the identification of controlling parameters, as analytical functions can readily reveal these insights.
In this paper we introduce the use of Sylvester's formula for systems with degenerate eigenvalues in relation to obtaining their analytical solutions. To appreciate the use we include two other forms of analytical solutions namely adiabatic and Magnus approximations. In quantum mechanics, the Schrödinger equation is a mathematical equation that describes the evolution over time of a physical system in which quantum effects, such as wave--particle duality, are significant. The equation is a mathematical formulation for studying quantum mechanical systems. Just like Newtons's laws govern the motion of objects, Schrödinger equations of motion also govern the motion of quantum objects. Unlike the classical motion of objects the equation of motions of quantum phenomenon deals with the likelihood of the trajectories.
The solution of most problems associated with electron quantum states in physical systems and structures (atoms, molecules, quantum nanostructure objects, and crystals) is hard to find because of the mathematical difficulties of getting exact solutions of the Schrödinger equation. Therefore, approximate methods of solving such problems are of special interest. We will consider some of these methods, such as the adiabatic approximation now and later the effective-mass method , using real physical systems as examples. In this chapter we will consider several widely used approximation methods for finding the wavefunctions and energies of quantum states as well as the probabilities of transitions between quantum states. First of all, we will consider stationary and non-stationary perturbation theories. What is common to these two theories is that it is assumed that the perturbation is weak and that it changes negligibly the state of the unperturbed system. Stationary perturbation theory is used for the approximate description of a system's behavior if the Hamiltonian of the quantum system being considered does not directly depend on time. In the opposite case, non-stationary theory is used. Then, we will briefly consider the quasiclassical approximation, which is used for the problems of quantum mechanics which are close to analogous problems of classical mechanics. Stationary perturbation theory for a system with non-degenerate states This theory is used for the approximate calculation of the energy levels and the wavefunctions of stationary states of systems that are subjected to the influence of small perturbations.
This chapter expresses the whole of quantum mechanics in terms of a small set of postulates, which embraces the behaviour of all known forms of matter. It introduces the postulates and illustrates how they are used, including how to apply them to problems of chemical interest, such as atomic and molecular structure and the properties of molecules. It also establishes the full significance of the Hψ=Eψequation and provides a foundation for its application. The chapter includes the solutions of the Schrödinger equation for a particle and the operator, which is a symbol for an instruction to carry out some action on a function. The principal mathematical difference between classical mechanics and quantum mechanics is that whereas in the former physical observables are represented by functions, in quantum mechanics they are represented by mathematical operators.
Many solutions have been propounded for Schrodinger’s equation. The application of these solutions is restricted to a few aspects of physics. One of the methods used for solving the Schrodinger equation is the Finite Difference Time Domain (FDTD) method [1]. It was used to solve numerically the Schrodinger equation for ground state and excited state eigenvalues, and eigenfunctions for a single particle in one-, two-, and three-dimensional potential wells. In the past, analytical methods which have been used to solve the Schrodinger equation are: supersymmetry [1], Nikiforov Uvarov method (NU) [3], asymptotic iteration method (AIM) [4,5], hyperviria perturbation [6], exact quantization rule (EQR) [7], perturbative formalism [8], wave function ansatz method [9], and path integral [10]. In all these methods highlighted above, none has been incorporated with the Bloch NMR to solve nuclear spin among other problems in physics and chemistry. The solution of the Schrodinger equation using the mathematical modeling of Bloch NMR has wide range of applications in many fields of physics and chemistry. It can be used for checking and improving models developed to study quantum mechanical systems, improve on the effective analysis of biological systems, analyzing spin transport, nuclear spin dynamics, improvement of the numerical methods and so on. In Sec. 2, the solution of the Schrodinger is given. In Sec. 3, the solution was validated by applying it to the harmonic solution. The energy
SU(2)SU(2)SU(2) Dynamics and Logic machines -- part II
In this second part about dynamics of atomic system we revisit the logic application of SU(2)SU(2)SU(2) dynamics. We reiterate that solution of quantum dynamics systems can be represented geometrically. Such geometric representations of solutions provides intuitive physical insights. To which end studying dynamics of Quantum systems via su(2)su (2)su(2) Lie algebra proves to be convenient way of obtaining geometric solution for two level systems. In this paper link is established between two formalisms that made use of Lie algebra to describe equation of motion for quantum system. In both approaches the Hamiltonian and the density matrix are expressed as a linear combination of the Lie group. To exemplify the approach we consider a very well studied two level system whose coupling laser pulse have area of π2\fracπ{2}2π​. Beyond establishing link between these two formalism we provide analytical solutions using Magnus expansion by exploiting the Sylvester formula where knowledge of eigenvalues suffice to obtain solution. Furthermore we also obtained two constants of motion by assuming time dependent detuning whose time. Consequently we have shown how one can have two disjoint subspaces whose evolution vector is independent of each other. As an application we present two classical binary logic machines, namely CNOT- gate and parity checker, that the two level system's dynamics mimics.
In the previous chapter, the postulates helped us to use the wave function to find the expected results of experimental measurements by letting a dynamical quantity F (x, p, t) → F (xˆ, pˆ, t) and integrating over space. In the examples, however, the wave functions were typically given and not derived from first principles. We now endeavor to find the appropriate wave functions for a variety of physical systems in one dimension by solving the Schro¨dinger equation where for time-independent cases, the total energy is an eigenvalue. In subsequent chapters, we will extend the method to three dimensions and develop the appropriate operators, eigenvalues, and eigenfunctions for angular momentum. We will also develop methods for examining time-dependent systems. The latter chapters address special systems of interest that may be referred to as applications of quantum mechanics.