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Chapter4/chapter4.tex
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%*******************************************************************************
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%*********************************** Fourth Chapter *****************************
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%*******************************************************************************
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\chapter{Quantum Measurement Backaction}
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% Title of the Fourth Chapter
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\ifpdf
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\graphicspath{{Chapter4/Figs/Raster/}{Chapter4/Figs/PDF/}{Chapter4/Figs/}}
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\else
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\graphicspath{{Chapter4/Figs/Vector/}{Chapter4/Figs/}}
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\fi
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%********************************** %First Section **************************************
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\section{Introduction}
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This thesis is entirely concerned with the question of measuring a
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quantum many-body system using quantized light. However, so far we
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have only looked at expectation values in a nondestructive context
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where we neglect the effect of the quantum wavefunction collapse. We
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have shown that light provides information about various statistical
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quantities of the quantum states of the atoms such as their
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correlation functions. In general, any quantum measurement affects the
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system even if it doesn't physically destroy it. In our model both
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optical and matter fields are quantized and their interaction leads to
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entanglement between the two subsystems. When a photon is detected and
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the electromagnetic wavefunction of the optical field collapses, the
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matter state is also affected due to this entanglement resulting in
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quantum measurement backaction. Therefore, in order to determine these
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quantities multiple measurements have to be performed to establish a
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precise measurement of the expectation value which will require
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repeated preparations of the initial state.
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In the following chapters, we consider a different approach to quantum
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measurement in open systems and instead of considering expectation
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values we look at a single experimental run and the resulting dynamics
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due to measurement backaction. Previously we were mostly interested in
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extracting information about the quantum state of the atoms from the
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scattered light. The flexibility in the measurement model was used to
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enable probing of as many different quantum properties of the
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ultracold gas as possible. By focusing on measurement backaction we
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instead investigate the effect of photodetections on the dynamics of
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the many-body gas as well as the possible quantum states that we can
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prepare instead of what information can be extracted.
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In this chapter, we introduce the necessary theory of quantum
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measurement and backaction in open systems in order to lay a
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foundation for the material that follows in which we apply these
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concepts to a bosonic quantum gas. We first introduce the concept of
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quantum trajectories which represent a single continuous series of
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photon detections. We also present an alternative approach to open
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systems in which the measurement outcomes are discarded as this will
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be useful when trying to learn about dynamical features common to
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every trajectory. In this case we use the density matrix formalism
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which obeys the master equation. This approach is more common in
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dissipative systems and we will highlight the differences between
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these two different types of open systems. We conclude this chapter
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with a new concept that will be central to all subsequent
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discussions. In our model measurement is global, it couples to
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operators that correspond to global properties of the quantum gas
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rather than single-site quantities. This enables the possibility of
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performing measurements that cannot distinguish certain sites from
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each other. Due to a lack of ``which-way'' information this leads to
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the creation of spatially nontrivial virtual lattices on top of the
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physical lattice. This turns out to have significant consequences on
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the dynamics of the system.
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\section{Quantum Trajectories}
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A simple intuitive concept of a quantum trajectory is that it is the
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path taken by a quantum state over time during a single experimental
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realisation. In particular, we consider states conditioned upon
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measurement results such as the photodetection times. Such a
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trajectory is generally stochastic in nature as light scattering is
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not a deterministic process. Furthermore, they are in general
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discotinuous as each detection event brings about a drastic change in
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the quantum state due to the wavefunction collapse of the light field.
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Before we discuss specifics relevant to our model of quantized light
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interacting with a quantum gas we present a more general overview
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which will be useful as some of the results in the following chapters
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are more general. Measurement always consists of at least two
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competing processes, two possible outcomes. If there is no competition
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and only one outcome is possible then our measurement is meaningless
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as it does not reveal any information about the system. In its
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simplest form measurement consists of a series of events, such as the
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detections of photons. Even though, on an intuitive level it seems
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that we have defined only a single outcome, the event, this
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arrangement actually consists of two mutually exclusive outcomes. At
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any point in time an event either happens or it does not, a photon is
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either detected or the detector remains silent, also known as a null
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result. Both outcomes reveal some information about the system we are
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investigating. For example, let us consider measuring the number of
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atoms by measuring the number of photons they scatter. Each atom will
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on average scatter a certain number of photons contributing to the
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detection rate we observe. Therefore, if we record multiple photons at
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a high rate we learn that the illuminated region must contain many
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atoms. On the other hand, if there are few atoms to scatter the light
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we will observe few detection events which we interpret as a
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continuous series of non-detection events interspersed with the
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occasional detector click. This trajectory informs us that there are
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much fewer atoms being illuminated than previously.
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Basic quantum mechanics tells us that such measurements will in
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general affect the quantum state in some way. Each event will cause a
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discontinuous quantum jump in the wavefunction of the system and it
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will have a jump operator, $\c$, associated with it. The effect of an
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event on the quantum state is simply the result of applying this jump
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operator to the wavefunction, $| \psi (t) \rangle$,
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\begin{equation}
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| \psi(t + \mathrm{d}t) \rangle = \frac{\c | \psi(t) \rangle}
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{\sqrt{\langle \cd \c \rangle (t)}},
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\end{equation}
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where the denominator is simply a normalising factor. The exact form
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of the jump operator $\c$ will depend on the nature of the measurement
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we are considering. For example, if we consider measuring the photons
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escaping from a leaky cavity then $\c = \sqrt{2 \kappa} \hat{a}$,
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where $\kappa$ is the cavity decay rate and $\hat{a}$ is the
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annihilation operator of a photon in the cavity field. The null
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measurement outcome has to be treated differently as it does not occur
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at discrete time points like the detection events themselves. Its
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effect is accounted for by a modification to the isolated Hamiltonian,
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$\hat{H}_0$, time evolution in the form
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\begin{equation}
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| \psi (t + \mathrm{d}t) \rangle = \left\{ \hat{1} - \mathrm{d}t
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\left[ i \hat{H}_0 + \frac{\cd \c}{2} - \frac{\langle \cd \c
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\rangle (t)}{2} \right] \right\} | \psi (t) \rangle.
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\end{equation}
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The effect of both outcomes can be included in a single stochastic
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Schr\"{o}dinger equation given by
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\begin{equation}
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\label{eq:SSE}
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\mathrm{d} | \psi(t) \rangle = \left[ \mathrm{d} N(t) \left(
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\frac{\c} {\sqrt{ \langle \cd \c \rangle (t)}} - \hat{1} \right)
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+ \mathrm{d} t \left( \frac{\langle \cd \c \rangle (t)}{2} -
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\frac{ \cd \c}{2} - i \hat{H} \right) \right] | \psi(t) \rangle,
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\end{equation}
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where $\mathrm{d}N(t)$ is the stochastic increment to the number of
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photodetections up to time $t$ which is equal to $1$ whenever a
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quantum jump occurs and $0$ otherwise. Note that this equation has a
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straightforward generalisation to multiple jump operators which we do
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not consider here at all.
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All trajectories that we calculate in the follwing chapters are
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described by the stochastic Schr\"{o}dinger equation in
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Eq. \eqref{eq:SSE}. The most straightforward way to solve it is to
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replace the differentials by small time-setps $\delta t$. Then we
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generate a random number $R(t)$ at every time-step and a jump is
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applied, i.e.~$\mathrm{d}N(t) = 1$, if
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\begin{equation}
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R(t) < \langle \cd \c \rangle (t) \delta t.
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\end{equation}
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\section{The Master Equation}
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\section{Global Measurement and ``Which-Way'' Information}
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\newcommand{\ad}{a^\dagger}
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\newcommand{\ad}{a^\dagger}
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\newcommand{\bd}{b^\dagger}
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\newcommand{\bd}{b^\dagger}
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\renewcommand{\a}{a} % in case we decide to put hats on
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\renewcommand{\a}{a} % in case we decide to put hats on
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\renewcommand{\c}{\hat{c}}
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\newcommand{\cd}{\hat{c}^\dagger}
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\renewcommand{\b}[1]{\mathbf{#1}}
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\renewcommand{\b}[1]{\mathbf{#1}}
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@ -101,7 +101,7 @@
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% To use choose `chapter' option in the document class
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% To use choose `chapter' option in the document class
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\ifdefineChapter
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\ifdefineChapter
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\includeonly{Chapter3/chapter3}
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\includeonly{Chapter4/chapter4}
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\fi
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\fi
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% ******************************** Front Matter ********************************
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% ******************************** Front Matter ********************************
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\include{Dedication/dedication}
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\include{Dedication/dedication}
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\include{Declaration/declaration}
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%\include{Declaration/declaration}
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\include{Acknowledgement/acknowledgement}
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\include{Acknowledgement/acknowledgement}
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\include{Abstract/abstract}
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\include{Abstract/abstract}
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\include{Chapter1/chapter1}
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\include{Chapter1/chapter1}
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\include{Chapter2/chapter2}
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\include{Chapter2/chapter2}
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\include{Chapter3/chapter3}
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\include{Chapter3/chapter3}
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%\include{Chapter4/chapter4}
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\include{Chapter4/chapter4}
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%\include{Chapter5/chapter5}
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%\include{Chapter5/chapter5}
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%\include{Chapter6/chapter6}
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%\include{Chapter6/chapter6}
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%\include{Chapter7/chapter7}
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%\include{Chapter7/chapter7}
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