دسته بندی:

محاسبات کوانتومی - Quantum-Computing

---

سال انتشار:

2022

---

عنوان انگلیسی مقاله:

Fuzzy Logic on Quantum Annealers

---

ترجمه فارسی عنوان مقاله:

منطق فازی در آنیل های کوانتومی

---

منبع:

ieee - ieee Transactions on Fuzzy Systems;2022;30;8;10:1109/TFUZZ:2021:3113561

---

نویسنده:

Amir Pourabdollah; Giovanni Acampora; Roberto Schiattarella

---

چکیده انگلیسی:

Quantum computation is going to revolutionize the world of computing by enabling the design of massive parallel algorithms that solve hard problems in an efficient way, thanks to the exploitation of quantum mechanics effects, such as superposition, entanglement, and interference. These computational improvements could strongly influence the way how fuzzy systems are designed and used in contexts, such as Big Data, where computational efficiency represents a nonnegligible constraint to be taken into account. In order to pave the way toward this innovative scenario, this article introduces a novel representation of fuzzy sets and operators based on quadratic unconstrained binary optimization problems, so as to enable the implementation of fuzzy inference engines on a type of quantum computers known as quantum annealers.
Index Terms: Fuzzy logic | quantum computing | simulated annealing.

---

---

قیمت: رایگان

---

توضیحات اضافی:

---

---

---