Multi-Objective Logic Synthesis of Quantum Circuits

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Rajaei Arezoo; Houshmand Mahboobeh; HOSSEINI SEYYED ABED

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Journal: NASHRIYYAH -I MUHANDISI -I BARQ VA MUHANDISI -I KAMPYUTAR -I IRAN, B- MUHANDISI -I KAMPYUTAR Year:2022 | Volume:20 | Issue:3 Page(s): 207-216

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Title

Multi-Objective Logic Synthesis of Quantum Circuits

Author(s)

Rajaei Arezoo | Houshmand Mahboobeh | HOSSEINI SEYYED ABED | Issue Writer Certificate

Keywords

Quantum computing

quantum circuit model

logic synthesis

multi-objective optimization

dynamic programming

Abstract

Quantum computing is a new method of information processing that is based on the concepts of quantum mechanics and leads to strange and powerful events in the quantum field. The logic synthesis of quantum circuits refers to the process of converting a given quantum gate into a set of gates that can be implemented in quantum technologies. The most famous logic synthesis methods are CSD and QSD. The main goal of this study is to present a multi-objective logical synthesis method combining the above two methods in the quantum circuit model with the aim of optimizing the evaluation criteria. In this proposed method, the solution space is created from different combinations of CSD and QSD decomposition methods. The created solution space is a space with a very large exponential size. Then, using a bottom-up approach of multi-objective dynamic programming, a method is presented to search only a part of the entire solution space to find circuits with the optimal Pareto costs. The obtained results show that this method creates a balance between the evaluation criteria and produces many optimal Pareto solutions that can be selected according to different quantum technologies.

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APA: Copy

Rajaei, Arezoo, Houshmand, Mahboobeh, & HOSSEINI, SEYYED ABED. (2022). Multi-Objective Logic Synthesis of Quantum Circuits. NASHRIYYAH -I MUHANDISI -I BARQ VA MUHANDISI -I KAMPYUTAR -I IRAN, B- MUHANDISI -I KAMPYUTAR, 20(3 ), 207-216. SID. https://sid.ir/paper/999473/en

Vancouver: Copy

Rajaei Arezoo, Houshmand Mahboobeh, HOSSEINI SEYYED ABED. Multi-Objective Logic Synthesis of Quantum Circuits. NASHRIYYAH -I MUHANDISI -I BARQ VA MUHANDISI -I KAMPYUTAR -I IRAN, B- MUHANDISI -I KAMPYUTAR[Internet]. 2022;20(3 ):207-216. Available from: https://sid.ir/paper/999473/en

IEEE: Copy

Arezoo Rajaei, Mahboobeh Houshmand, and SEYYED ABED HOSSEINI, “Multi-Objective Logic Synthesis of Quantum Circuits,” NASHRIYYAH -I MUHANDISI -I BARQ VA MUHANDISI -I KAMPYUTAR -I IRAN, B- MUHANDISI -I KAMPYUTAR, vol. 20, no. 3 , pp. 207–216, 2022, [Online]. Available: https://sid.ir/paper/999473/en

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