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CRC Press eBooks

Fundamentals of Quantum Programming

Ahcène Bounceur, Mohammad Ali A. Hammoudeh, Bamidele Adebisi, Foudil Mir, Madani Bezoui

Published Dec 9, 2024• 0 citations
Publisher

Abstract

This chapter provides an introduction to Qiskit, an open-source software framework for quantum computation that was developed by IBM. Its purpose is to simplify the process of quantum programming for individuals of all skill levels. This chapter explores the complexities of quantum programming by explaining the theoretical foundations and offering practical illustrations of quantum programs executed with Qiskit, including Super-dense coding.

DOI
10.1201/9781003475286-3

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•Jan 1, 2025•0 citations
This chapter provides an introduction to Qiskit, an open-source software framework for quantum computation that was developed by IBM. Its purpose is to simplify the process of quantum programming for individuals of all skill levels. This chapter explores the complexities of quantum programming by explaining the theoretical foundations and offering practical illustrations of quantum programs executed with Qiskit, including Super-dense coding.
This chapter expounds on quantum algorithms, outlining fundamental concepts and their practical implementations. It starts with an explanation of core quantum principles such as functions and oracles. Then, it introduces Qiskit, an IBM-developed open-source quantum computing software framework. The discussion integrates theoretical underpinnings with empirical demonstrations, providing readers with an understanding of quantum programming intricacies. Through the utilisation of practical examples implemented in Qiskit, readers are given firsthand exposure, thereby reinforcing their comprehension of the subject matter. The overarching objective is to equip readers with a comprehensive knowledge base, thereby fostering proficiency in navigating the theoretical underpinnings and practical applications of quantum computing. To this end, the chapter ends with an examination of three seminal quantum algorithms: Deutsch, Deutsch-Jozsa, and Bernstein-Vazirani. These algorithms serve as keystones in the quantum computing domain, illustrating the efficacy and adaptability of quantum computation in resolving diverse computational problems.
Quantum computing is being increasingly adopted for solving classically intractable problems across various domains. However, the availability of accessible and scalable software frameworks remains essential for practical experimentation and adoption. IBM's open-source quantum computing toolkit 'Qiskit' has become a key player in this space by offering tools for circuit design, simulation, hardware execution, and domain-specific applications. This survey provides a systematic review of how Qiskit has evolved and what it has contributed to several critical fields including cryptography and cybersecurity, image and signal processing, climate science and energy applications, and finance. We show how Qiskit facilitates hybrid classical-quantum workflows and enables the deployment of algorithms on physical quantum hardware through error mitigation and modular integration approaches. Our exploration covers several key applications, including quantum key distribution, climate simulation, and quantum-enhanced portfolio optimization, while providing practical insights into their implementation. This work also covers the framework's technical structure and current limitations associated with scalability and reproducibility. By bringing together developments that have been scattered across different areas, this work serves as a reference point for researchers and practitioners who want to understand or contribute to Qiskit-enabled quantum computing.
This manuscript provides a comprehensive exploration of quantum computing and communication’s foundational elements, employing Qiskit—an open-source quantum computing framework. It delves into the simulation of fundamental quantum blocks and the intricacies of two-qubit entanglement, presenting findings through graphical analyses. The discussion extends to quantum logic gates, including X, Y, Z and CNOT. This study not only examines the construction and application of quantum circuits. The simulation with Qiskit programming presents the basic quantum circuits and its outcomes after measurement.
This paper explains the roadmap for running quantum circuit programs based on the Qiskit library in quantum simulators as well as real cloud-based IBM quantum computers. Qiskit is a free and open-source software development platform based on the Python programming language that is used in quantum programming. Qiskit acts as a link between quantum computing’s theoretical foundations and the practical aspects of programming and experimentation. It also allows users to experiment with and develop quantum algorithms, as well as simulate and execute them on simulators and real-world cloud-based quantum devices. It also simplifies the quantum programming process and allows a diverse range of people to participate in the exciting world of quantum computing. The paper, on the other hand, provides the mathematical foundation for analyzing quantum circuits and algorithms using linear algebra principles, as they provide the tools needed to describe and manipulate quantum states and operations. Furthermore, the paper shows quantum circuit design and implementation using real Qiskit codes.
This chapter offers an introduction to the emerging domain of quantum programming. Quantum computing demands a paradigm shift from classical approaches. Traditional programming constructs are insufficient for exploiting the complete capabilities of quantum algorithms. Instead, quantum programming languages such as Qiskit, Quipper, and Q# provide frameworks for expressing quantum algorithms in a quantum-native manner. This chapter starts by examining the fundamental principles that establish the distinctive computational paradigm of quantum computing. Then, an introduction to fundamental quantum concepts, including superposition, entanglement, and quantum gates, is provided. It explains how quantum gates manipulate qubits, orchestrating complex quantum operations. Moreover, it explores quantum parallelism and interference, which underpin the unique computational power of quantum computers. Furthermore, the chapter explores the problems of quantum error correction and fault tolerance, which are essential for mitigating the effects of decoherence and noise in quantum systems. These techniques pave the way for scalable and reliable quantum computation. Overall, this chapter serves as a comprehensive primer on quantum computing principles and their implications for programming. By explaining the fundamentals of quantum mechanics and clarifying their role in computation, it provides a foundational understanding essential for navigating the emerging field of quantum computing.
Quantum computing is redefining computational boundaries, offering solutions to complex problems that classical computing struggles to address. A deep understanding of quantum principles, algorithms, and practical tools is essential for professionals and researchers navigating this transformative technology. Quantum computing is no longer a distant dream—it is rapidly becoming a cornerstone of modern innovation. This book provides a structured introduction to quantum computing, covering foundational principles such as superposition and entanglement, quantum gates, and circuits. Readers will gain hands-on experience with Qiskit and IBM Q, explore quantum error correction, and understand the real-world applications of quantum computing across industries. Alongside theoretical concepts, readers are introduced to hands-on quantum programming using Qiskit and IBM Q. The book also addresses practical challenges like quantum error correction and showcases real-world applications across industries, including cybersecurity, artificial intelligence, and material science. By the end of this book, readers will have a solid grasp of quantum computing fundamentals and hands-on experience with practical tools. Equipped with both conceptual understanding and hands-on experience, readers will be prepared to contribute meaningfully to research, solve industry-relevant problems, and engage confidently with the rapidly evolving field of quantum computing. --