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Saturday 4 March 2017

Quantum Computing Explanation



 

Quantum computing 

Quantum computing studies theoretical computation systems (quantum computers) that make direct use of mechanical Phenomena such as superposition and entanglement, to perform operations on data. Quantum computers are different from binary digital based on transistors. Whereas common digital computing requires that the data be encoded into binary digits (bits), each of which is always in one of two definite states (0 or 1), quantum computation uses quantum bits, which can be in super positions of states. A quantum Turing machine is a theoretical model of such a computer, and is also known as the universal quantum computer. The field of quantum computing was initiated by the work of Paul Ben off and Yuri Manin in 1980, Richard Feynman in 1982,and David Deutsch in 1985.A quantum computer with spins as quantum bits was also formulated for use as a quantum space–time in 1968.

As of 2017, the development of actual quantum computers is still in its infancy, but experiments have been carried out in which quantum computational operations were executed on a very small number of quantum bits. Both practical and theoretical research continues, and many national governments and military agencies are funding quantum computing research in an effort to develop quantum computers for civilian, business, trade, environmental and national security purposes, such as cryptanalysis.

Large-scale quantum computers would theoretically be able to solve certain problems much quicker than any classical computers that use even the best currently known algorithms, like integer factorization using Shor's algorithm or the simulation of quantum many-body systems. There exist quantum algorithms, such as Simon's algorithm, that run faster than any possible probabilistic classical algorithm. A classical computer could in principle (with exponential resources) simulate a quantum algorithm, as quantum computation does not violate the Church–Turing thesis. On the other hand, quantum computers may be able to efficiently solve problems which are not practically feasible on classical computers.

Basis:

A classical computer has a memory made up of bits, where each bit is represented by either a one or a zero. A quantum computer maintains a sequence of qubits. A single qubit can represent a one, a zero, or any quantum superposition of those two qubit states; a pair of qubits can be in any quantum superposition of 4 states, and three qubits in any superposition of 8 states. In general, a quantum computer with {\displaystyle n}qubits can be in an arbitrary superposition of up to different states simultaneously (this compares to a normal computer that can only be in one of these {\displaystyle 2^{n}}states at any one time). A quantum computer operates by setting the qubits in a perfect drift that represents the problem at hand and by manipulating those qubits with a fixed sequence of quantum logic gates. The sequence of gates to be applied is called a quantum algorithm. The calculation ends with a measurement, collapsing the system of qubits into one of the {\displaystyle 2^{n}}pure states, where each qubit is zero or one, decomposing into a classical state. The outcome can therefore be at most {\displaystyle n}classical bits of information. Quantum algorithms are often probabilistic, in that they provide the correct solution only with a certain known probability. Note that the term non-deterministic computing must not be used in that case to mean probabilistic (computing), because the term non-deterministic has a different meaning in computer science.

An example of an implementation of qubits of a quantum computer could start with the use of particles with two spin states: "down" and "up"{\displaystyle |1{\rangle }}). But in fact any system possessing an observable quantity A, which is conserved under time evolution such that A has at least two discrete and sufficiently spaced consecutive Eigen values, is a suitable candidate for implementing a qubit. This is true because any such system can be mapped onto an effective spin-1/2 system.
A quantum computer with a given number of qubits is fundamentally different from a classical computer composed of the same number of classical bits. For example, representing the state of an n-qubit system on a classical computer requires the storage of 2n complex coefficients, while to characterize the state of a classical n-bit system it is sufficient to provide the values of the n bits, that is, only n numbers. Although this fact may seem to indicate that qubits can hold exponentially more information than their classical counterparts, care must be taken not to overlook the fact that the qubits are only in a probabilistic superposition of all of their states. This means that when the final state of the qubits is measured, they will only be found in one of the possible configurations they were in before the measurement. It is in general incorrect to think of a system of qubits as being in one particular state before the measurement, since the fact that they were in a superposition of states before the measurement was made directly affects the possible outcomes of the computation.
To better understand this point, consider a classical computer that operates on a three-bit register. If the exact state of the register at a given time is not known, it can be described as a probability distribution over the {\displaystyle 2^{3}=8}different three-bit strings 000, 001, 010, 011, 100, 101, 110, and 111. If there is no uncertainty over its state, then it is in exactly one of these states with probability 1. However, if it is a probabilisticcomputer, then there is a possibility of it being in any one of a number of different states.

Principles of operation:

A quantum computer with a given number of qubits is fundamentally different from a classical computer composed of the same number of classical bits. For example, representing the state of an n-qubit system on a classical computer requires the storage of 2n complex coefficients, while to characterize the state of a classical n-bit system it is sufficient to provide the values of the n bits, that is, only n numbers. Although this fact may seem to indicate that qubits can hold exponentially more information than their classical counterparts, care must be taken not to overlook the fact that the qubits are only in a probabilistic superposition of all of their states. This means that when the final state of the qubits is measured, they will only be found in one of the possible configurations they were in before the measurement. It is in general incorrect to think of a system of qubits as being in one particular state before the measurement, since the fact that they were in a superposition of states before the measurement was made directly affects the possible outcomes of the computation.

To better understand this point, consider a classical computer that operates on a three-bit register. If the exact state of the register at a given time is not known, it can be described as a probability distribution over the {\displaystyle 2^{3}=8}different three-bit strings 000, 001, 010, 011, 100, 101, 110, and 111. If there is no uncertainty over its state, then it is in exactly one of these states with probability 1. However, if it is a probabilistic computer, then there is a possibility of it being in any one of a number of different states.

Quantum Coherence:

There are two formulations of mechanics: classical mechanics and quantum mechanics.   Classical mechanics was the formulation of the laws of nature until 1900. After 1900, quantum mechanics was discovered/invented as a way to explain numerous anomalies that couldn't be explained by classical mechanics.  It was quickly shown that many aspects of classical mechanics could be derived from quantum mechanics.

Having quantum mechanics supersede classical mechanics is necessary to avoid the contradictions between the two frameworks. 

The primary challenge was the transition from quantum realm where there are super positions of states (i.e. a particle can be "here and there", rather than only "here or there" as classical mechanics dictates).  There were ad hoc rules that were created to make the transition from one realm to the other and the loose concept of "measurement" was introduced to dictate when a quantum system becomes classical.  This led to many conceptual problems such as Schrodinger Cat.

It took a surprisingly long time to construct a non-ad hoc process to describe the change -- if you think about it, you could expect that the quantum realm and classical realm might not be a dichotomy, but instead something that can be interpolated between (i.e. a system might have lost part of its quantumness, but not all of it).  


Quantum decoherence is the physical process that describes this transition from the quantum realm to the classical realm.  Somewhat shockingly, quantum decoherence follows directly from taking quantum mechanics itself seriously.  No real, extension of quantum mechanics was necessary.

The details of quantum decoherence are as follows and are somewhat technical.
In quantum mechanics, a system is described by a state and if you have multiple independent components, you combine the states by concatenating the multiple states together.   

To see quantum mechanical behavior, a system must separated into two different states and then be brought back together.  I'll describe this as a process: Start in a state, split that state into two components (a coherent superposition), and bright the states back together
[math] |\Psi_1\rangle \rightarrow_{\text{split}} (|\Psi_1\rangle + |\Psi_2\rangle)/\sqrt {2} \rightarrow_{\text{combine}} |\Psi_1\rangle[/math]

                                       
The key realization is that you can't ignore the rest of the Universe.  If the two parts of the quantum wave function interact with the rest of the Universe while they were apart, they change the Universe.  If this happens, then when you try to bring the states back together, the Universe has changed (and you can't unchange the Universe simply, it's like unscrambling an egg).   

Mathematically
[math] |\Psi_1\rangle|U\rangle[/math]
[math].\qquad\rightarrow_{\text{split}}[/math]
[math].\qquad\qquad (|\Psi_1\rangle|U\rangle + |\Psi_2\rangle |U'\rangle)/\sqrt{2} [/math]
[math].\qquad\rightarrow_{\text{combine}} [/math]
[math].\qquad\qquad(|\Psi_1\rangle|U\rangle+ |\Psi_1\rangle |U'\rangle)\sqrt{2}[/math].

Where the second part of the "state" is the rest of the Universe.  Therefore, you can't observe quantum mechanical interference, the critical aspect that differentiates the quantum realm from the classical realm. The degree that the Universe has changed between the two halves of the wave function is the degree to which the quantumness has been lost. 
{\displaystyle |-\rangle ={\tfrac {1}{\sqrt {2}}}\left(1,-1\right)}



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