The proposed QSE algorithm is studied on a well known 0-1 knapsack problem and the performance of the algorithm is compared with various evolutionary, swarm and quantum inspired evolutionary algorithm variants.
EvolutionaryalgorithmInverseproblemQuantumcomputingPurpose – The purpose of this paper is to report the investigations on the potential of a new evolutionary algorithm based on probabilistic models – the quantum-inspired evolutionary algorithm (QEA) in solving inverse problems. Design/methodology/approach ...
Quantum-inspired evolutionary algorithm for numerical optimization. In Proceedings of the IEEE congress on evolutionary computation. Vancouver, Canada.da Cruz A. V. A., Vellasco M. M. B. R., Pacheco M. A. C. Quantum-inspired evolutionary algorithm for numerical optimization. Proceedings of the...
3 Quantum evolutionary algorithm 3.1 Fundamentals of the quantum evolutionary algorithm Quantum Computation is based upon the principal concepts of the Quantum Theory (Deutsch, 1985; Nielsen and Chuang, 2000), the superposition and interference of quantum states, which make possible the execution of par...
This paper mainly studies the application of a novel Hybrid Quantum-Inspired Evolutionary Algorithm (HQEA) called DV_HQEA (HQEA based on Differential evolution and Variable neighborhood search) in permutation flow-shop scheduling problem (PFSSP). In this new method, a simple representation method ...
quantum inspired evolutionary algorithmoptimizationdefuzzificationbacking up a truckThis paper proposes a new approach based on quantum inspired evolutionary algorithm (QIEA) for effective selection and definition of fuzzy if-then control rules as well as the shapes of membership functions (MFs) to ...
Quantum Immune Clonal Selection Algorithm for Multi-objective …量子免疫克隆选择算法的多目标… 热度: 计算机知识windows系统:开始--运行--命令大全0421050529第一期 热度: 女孩要富养--杨澜269 热度: Multi-objectiveQuantum-inspiredEvolutionary Algorithm(MQEA)andMulti-objectiveFootstep ...
针对量子进化算法(Quantum–inspired Evolutionary Algorithm,QEA),在解决实际问题中遇到的困难,提出一种改进的量子进化算法,应用于求解旅行商问题(Travelling Salesman Problem,TSP),并提出了TSP中的Hamilton圈的随机搜索编码技术。3) quantum-inspired evolutionary algorithm 量子进化算法 1. Optimization of SoC test arc...
Yamashiro, MitsuoElsevier LtdExpert Systems with ApplicationsT. Zheng, and M. Yamashiro. Quantum-inspired swarm evolutionary algorithm: A novel approach for solving permutation-based scheduling problems. Expert Systems with Applications, 21 (2011), 234 - 240....
quantum inspired evolutionary algorithm, smallest unit of information is called Q-bit which may be in ‘0’state or ‘1’ 614 state or any superposition state of them. Superposition of logical state can be expressed as “ 1 0 βα + ”. Another way of writing “superposition” is ...