Automated Design of Li+ -Conducting Polymer by Quantum-Inspired Annealing.
Sign Up to like & getrecommendations! Published in 2022 at "Macromolecular rapid communications"
DOI: 10.1002/marc.202200385
Abstract: Automated molecule design by computers has been an essential topic in materials informatics. Still, generating practical structures is not easy because of the difficulty in treating material stability, synthetic difficulty, mechanical properties, and other miscellaneous… read more here.
Keywords: automated design; polymer; design; quantum inspired ... See more keywords
Quantum-Inspired Algorithm for Radiotherapy Planning Optimization.
Sign Up to like & getrecommendations! Published in 2019 at "Medical physics"
DOI: 10.1002/mp.13840
Abstract: PURPOSE Modern inverse radiotherapy treatment planning requires non-convex, large-scale optimizations that must be solved within a clinically feasible timeframe. We have developed and tested a quantum-inspired, stochastic algorithm for intensity-modulated radiotherapy (IMRT): Quantum Tunnel Annealing… read more here.
Keywords: quantum inspired; treatment planning; radiotherapy; qta ... See more keywords
A novel quantum inspired algorithm for sparse fuzzy cognitive maps learning
Sign Up to like & getrecommendations! Published in 2019 at "Applied Intelligence"
DOI: 10.1007/s10489-019-01476-7
Abstract: Fuzzy cognitive maps (FCMs) represent a graphical modeling technique based on the decision-making and reasoning rules and algorithms similar to those used by humans. The graph-like structure and the execution model of FCMs respectively allow… read more here.
Keywords: quantum; quantum inspired; analysis; fuzzy cognitive ... See more keywords
A Quantum-inspired Version of the Classification Problem
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Theoretical Physics"
DOI: 10.1007/s10773-017-3371-1
Abstract: We address the problem of binary classification by using a quantum version of the Nearest Mean Classifier (NMC). Our proposal is indeed an advanced version of previous one (see Sergioli et al. 2017 that i)… read more here.
Keywords: version; classification; quantum inspired; version classification ... See more keywords
Quantum-Inspired Immune Clonal Algorithm for solving large-scale capacitated arc routing problems
Sign Up to like & getrecommendations! Published in 2018 at "Memetic Computing"
DOI: 10.1007/s12293-017-0224-7
Abstract: In this paper, we present an approach to Large-Scale CARP called Quantum-Inspired Immune Clonal Algorithm (QICA-CARP). This algorithm combines the feature of artificial immune system and quantum computation ground on the qubit and the quantum… read more here.
Keywords: large scale; inspired immune; quantum inspired; qica carp ... See more keywords
Quantum-inspired cascaded discrete-time quantum walks with induced chaotic dynamics and cryptographic applications
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-58636-w
Abstract: Designing efficient and secure cryptosystems has been a preoccupation for many scientists and engineers for a long time wherein they use chaotic systems to design new cryptosystems. While one dimensional (1-D) chaotic maps possess powerful… read more here.
Keywords: inspired cascaded; quantum walks; quantum inspired; cryptographic applications ... See more keywords
A quantum-inspired classifier for clonogenic assay evaluations
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-82085-8
Abstract: Recent advances in Quantum Machine Learning (QML) have provided benefits to several computational processes, drastically reducing the time complexity. Another approach of combining quantum information theory with machine learning—without involving quantum computers—is known as Quantum-inspired… read more here.
Keywords: machine learning; quantum inspired; classifier clonogenic; inspired classifier ... See more keywords
Extracting higher-conductivity designs for solid polymer electrolytes by quantum-inspired annealing
Sign Up to like & getrecommendations! Published in 2023 at "RSC Advances"
DOI: 10.1039/d3ra01982a
Abstract: Data-driven optimal structure exploration has become a hot topic in materials for energy-related devices. However, this method is still challenging due to the insufficient prediction accuracy of material properties and large exploration space for candidate… read more here.
Keywords: polymer electrolytes; polymer; solid polymer; conductivity ... See more keywords
Model and Algorithm of Sequence-Based Quantum-Inspired Neural Networks
Sign Up to like & getrecommendations! Published in 2018 at "Chinese Journal of Electronics"
DOI: 10.1049/cje.2017.11.007
Abstract: To enhance the approximation ability of traditional Artificial neural network (ANN), by introducing the quantum rotation gates and the multi-qubits controlled-NOT gates to ANN, we proposed a Sequence input-based quantum-inspired neural network (SIQNN). In our… read more here.
Keywords: inspired neural; quantum inspired; algorithm sequence; model algorithm ... See more keywords
A twofold update quantum-inspired genetic algorithm for efficient combinatorial optimal decisions in engineering system design and operations
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Engineering Design"
DOI: 10.1080/09544828.2023.2188394
Abstract: It is often computationally intensive to solve combinatorialoptimisation problems due to the inherent large solution space. These problems are commonly observed in the fields of engineering system design and operations. Traditional techniques are limited in… read more here.
Keywords: quantum; genetic algorithm; design; quantum inspired ... See more keywords
A Novel Quantum Inspired Particle Swarm Optimization Algorithm for Electromagnetic Applications
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2968980
Abstract: Quantum inspired particle swarm optimization (QPSO) stimulated by perceptions from particle swarm optimization and quantum mechanics is a stochastic optimization method. Although, it has shown good performance in finding the optimal solution to many electromagnetic… read more here.
Keywords: optimization; quantum inspired; swarm optimization; particle swarm ... See more keywords