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Questions and answers designated by tag: Shor’s Algorithm

What are the fundamental differences between classical bits and quantum bits (qubits) in terms of information representation and processing capabilities?

Tuesday, 11 June 2024 by EITCA Academy

The fundamental differences between classical bits and quantum bits (qubits) in terms of information representation and processing capabilities are profound and multifaceted, touching upon the very principles of physics, computation, and information theory. These differences are critical to understanding the potential and limitations of quantum computing, especially when implemented with superconducting qubits. Classical bits, the

  • Published in Artificial Intelligence, EITC/AI/TFQML TensorFlow Quantum Machine Learning, Implementing quantum computer, Building a quantum computer with superconducting qubits, Examination review
Tagged under: Artificial Intelligence, Grover's Algorithm, Quantum Algorithms, Quantum Circuits, Quantum Computing, Quantum Error Correction, Quantum Gates, Quantum Information Theory, Qubits, Shor's Algorithm, Superconducting Qubits

What is quantum entanglement, and how does it contribute to the computational advantages of quantum algorithms?

Tuesday, 11 June 2024 by EITCA Academy

Quantum entanglement is a fundamental phenomenon in quantum mechanics where two or more particles become interconnected in such a way that the state of one particle instantly influences the state of the other, no matter how far apart they are. This phenomenon was first described by Albert Einstein, Boris Podolsky, and Nathan Rosen in 1935,

  • Published in Artificial Intelligence, EITC/AI/TFQML TensorFlow Quantum Machine Learning, Introduction, Introduction to quantum computing, Examination review
Tagged under: Artificial Intelligence, Grover's Algorithm, Quantum Algorithms, Quantum Computing, Quantum Entanglement, Quantum Error Correction, Quantum Machine Learning, Quantum Teleportation, Qubits, Shor's Algorithm, TensorFlow Quantum

How do the phenomena of superposition and entanglement enable quantum computers to perform certain calculations more efficiently than classical computers?

Tuesday, 11 June 2024 by EITCA Academy

Quantum computing represents a paradigm shift in computational capabilities, leveraging principles of quantum mechanics to perform certain calculations exponentially faster than classical computers. Two fundamental phenomena that enable this quantum advantage are superposition and entanglement. To understand how these phenomena facilitate enhanced computational efficiency, we must consider the principles of quantum mechanics and their application

  • Published in Artificial Intelligence, EITC/AI/TFQML TensorFlow Quantum Machine Learning, Introduction, Introduction to Google AI Quantum, Examination review
Tagged under: Artificial Intelligence, Entanglement, Grover's Algorithm, Quantum Computing, Quantum Data Encoding, Quantum Machine Learning, Quantum Neural Networks, Quantum Support Vector Machines, Shor's Algorithm, Superposition, TensorFlow Quantum

To find the period in Shor’s Quantum Factoring Algorithm we repeat the circuit some times to get the samples for the GCD and then the period. How many samples do we need in general for that?

Thursday, 07 March 2024 by panosadrianos

To determine the period in Shor's Quantum Factoring Algorithm, it is essential to repeat the circuit multiple times to obtain samples for finding the greatest common divisor (GCD) and subsequently the period. The number of samples required for this process is important for the algorithm's efficiency and accuracy. In general, the number of samples needed

  • Published in Quantum Information, EITC/QI/QIF Quantum Information Fundamentals, Shor's Quantum Factoring Algorithm, Period finding
Tagged under: Modular Exponentiation, Periodicity, Quantum Computing, Quantum Fourier Transform, Quantum Information, Shor's Algorithm

What evidence do we have that suggests BQP might be more powerful than classical polynomial time, and what are some examples of problems believed to be in BQP but not in BPP?

Sunday, 06 August 2023 by EITCA Academy

One of the fundamental questions in quantum complexity theory is whether quantum computers can solve certain problems more efficiently than classical computers. The class of problems that can be efficiently solved by a quantum computer is known as BQP (Bounded-error Quantum Polynomial time), which is analogous to the class of problems that can be efficiently

  • Published in Quantum Information, EITC/QI/QIF Quantum Information Fundamentals, Introduction to Quantum Complexity Theory, BQP, Examination review
Tagged under: BPP, BQP, Factoring, Jones Polynomial, Quantum Complexity Theory, Quantum Information, Quantum Simulation, Shor's Algorithm

What is the hybrid argument and how does it help in understanding the limitations of quantum algorithms?

Sunday, 06 August 2023 by EITCA Academy

The hybrid argument is a powerful tool in understanding the limitations of quantum algorithms within the field of quantum complexity theory. It provides a means to compare the performance of classical and quantum algorithms on a given problem, thereby shedding light on the potential advantages and limitations of quantum computation. To comprehend the significance of

  • Published in Quantum Information, EITC/QI/QIF Quantum Information Fundamentals, Introduction to Quantum Complexity Theory, Limits of quantum computers, Examination review
Tagged under: Hybrid Argument, Quantum Algorithms, Quantum Complexity Theory, Quantum Computation, Quantum Information, Shor's Algorithm

How does the QFT circuit differ from the classical Fourier transform, and what gates are used in its implementation?

Sunday, 06 August 2023 by EITCA Academy

The Quantum Fourier Transform (QFT) circuit is a fundamental component of Shor's Quantum Factoring Algorithm, which is a quantum algorithm that can efficiently factor large numbers. The QFT circuit is a quantum analog of the classical Fourier transform and plays a important role in the algorithm's ability to efficiently compute the period of a function.

  • Published in Quantum Information, EITC/QI/QIF Quantum Information Fundamentals, Shor's Quantum Factoring Algorithm, QFT circuit, Examination review
Tagged under: Quantum Algorithms, Quantum Computing, Quantum Fourier Transform, Quantum Gates, Quantum Information, Shor's Algorithm

What are the main parts of the QFT circuit, and how are they used to transform the input state?

Sunday, 06 August 2023 by EITCA Academy

The Quantum Fourier Transform (QFT) circuit is a important component in Shor's Quantum Factoring Algorithm, which is a quantum algorithm used for factoring large numbers efficiently. The QFT circuit plays a significant role in transforming the input state into a superposition of states, allowing for the application of subsequent operations that enable the factorization process.

  • Published in Quantum Information, EITC/QI/QIF Quantum Information Fundamentals, Shor's Quantum Factoring Algorithm, QFT circuit, Examination review
Tagged under: Quantum Algorithms, Quantum Computing, Quantum Fourier Transform, Quantum Information, Shor's Algorithm

What is the size of the QFT circuit for an M-qubit circuit, and how is it determined?

Sunday, 06 August 2023 by EITCA Academy

The size of the Quantum Fourier Transform (QFT) circuit for an M-qubit circuit can be determined by analyzing the number of quantum gates required to implement the QFT algorithm. The QFT circuit is an essential component of Shor's Quantum Factoring Algorithm, which is a quantum algorithm used to factor large numbers efficiently. To understand the

  • Published in Quantum Information, EITC/QI/QIF Quantum Information Fundamentals, Shor's Quantum Factoring Algorithm, QFT circuit, Examination review
Tagged under: Quantum Algorithms, Quantum Computing, Quantum Fourier Transform, Quantum Gates, Quantum Information, Shor's Algorithm

How is the QFT circuit implemented in Shor's quantum factoring algorithm?

Sunday, 06 August 2023 by EITCA Academy

The Quantum Fourier Transform (QFT) circuit is a important component of Shor's quantum factoring algorithm, which is a quantum algorithm designed to efficiently factor large composite integers. The QFT circuit plays a pivotal role in the algorithm by enabling the quantum computer to perform the required modular exponentiation and phase estimation operations. To understand how

  • Published in Quantum Information, EITC/QI/QIF Quantum Information Fundamentals, Shor's Quantum Factoring Algorithm, QFT circuit, Examination review
Tagged under: Factoring, Phase Estimation, Quantum Computing, Quantum Fourier Transform, Quantum Information, Shor's Algorithm
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