The Improvement of Quantum Genetic Algorithm and Its Application on Function Optimization

The Improvement of Quantum Genetic Algorithm and Its Application on Function Optimization

To accelerate the evolutionary process and increase the probability to find the optimal solution, the following methods are proposed to improve the conventional quantum genetic algorithm: an improved method to determine the rotating angle, the self-adaptive rotating angle strategy, adding the quantu...

Full description

Bibliographic Details
Main Authors:	Huaixiao Wang, Jianyong Liu, Jun Zhi, Chengqun Fu
Format:	Article
Language:	English
Published:	Hindawi Limited 2013-01-01
Series:	Mathematical Problems in Engineering
Online Access:	http://dx.doi.org/10.1155/2013/730749

Similar Items

Improved Quantum Genetic Algorithm in Application of Scheduling Engineering Personnel
by: Huaixiao Wang, et al.
Published: (2014-01-01)

Real-Coded Quantum-Inspired Genetic Algorithm-Based BP Neural Network Algorithm
by: Jianyong Liu, et al.
Published: (2015-01-01)

Multidistribution Center Location Based on Real-Parameter Quantum Evolutionary Clustering Algorithm
by: Huaixiao Wang, et al.
Published: (2014-01-01)

Model and Algorithm of BP Neural Network Based on Expanded Multichain Quantum Optimization
by: Baoyu Xu, et al.
Published: (2015-01-01)

Quantum Genetic Algorithm Based on Qutrits and Its Application
by: Valerii Tkachuk
Published: (2018-01-01)

Improved Laplacian Biogeography-Based Optimization Algorithm and Its Application to QAP
by: Xinming Zhang, et al.
Published: (2020-01-01)

Application of Quantum Genetic Algorithm for Optimal Short Term Thermal Generation Unit Commitment
by: Lu-Shen Liu, et al.
Published: (2012)

Application of Improved Quantum Genetic Algorithm in Optimization for Surface to Air Anti-Radiation Hybrid Group Force Deployment
Published: (2019-10-01)

Adaptive Robust Blind Watermarking Scheme Improved by Entropy-Based SVM and Optimized Quantum Genetic Algorithm
by: Jun Zhang, et al.
Published: (2019-01-01)

Improved Chaotic Quantum-Behaved Particle Swarm Optimization Algorithm for Fuzzy Neural Network and Its Application
by: Yuexi Peng, et al.
Published: (2020-01-01)

Application of Quantum Genetic Algorithm for Optimal Reactive Power Dispatch of Transmission Systems
by: Yi-Hsiang Lin, et al.
Published: (2013)

Economic optimisation of microgrid based on improved quantum genetic algorithm
by: Huang Shan, et al.
Published: (2019-04-01)

Genetic Algorithm and its Application in Optimal Sensor Layout
by: Xiang-Yang Chen
Published: (2015-05-01)

Chaos Quantum-Behaved Cat Swarm Optimization Algorithm and Its Application in the PV MPPT
by: Xiaohua Nie, et al.
Published: (2017-01-01)

ACO-AFSA Algorithm in Function Optimization and Its Application
by: Wang Shi Gang, et al.
Published: (2016-01-01)

An Effective Constraint-Handling Improved Cuckoo Search Algorithm and Its Application in Aerodynamic Shape Optimization
by: Jun Liu, et al.
Published: (2020-01-01)

Multiobjective Construction Optimization Model Based on Quantum Genetic Algorithm
by: Wei He, et al.
Published: (2019-01-01)

Application of Genetic Algorithm on Fuzzy Dynamic Optimization
by: Yuan Shan-Fu, et al.
Published: (2001)

Application of genetic algorithms on the optimization of sewer system
by: Fu-nan Hsueh, et al.
Published: (2005)

Application of Quantum Genetic Algorithm for Thermal Generation Unit Commitment
by: Peng-Hsiang Wang, et al.
Published: (2011)

On the Application of Genetic Algorithms for Optimal Control
by: Liang-Hsien Liu, et al.
Published: (1993)

Improved Quantum Particle Swarm Optimization Algorithm for Offline Path Planning in AUVs
by: Lei Wang, et al.
Published: (2020-01-01)

Quantum Genetic Algorithm on Multilevel Quantum Systems
by: Valerii Tkachuk
Published: (2018-01-01)

The applications of genetic algorithms on optimization
by: Lai, Ming Yi, et al.
Published: (1994)

An Improved Particle Swarm Optimization Algorithm and Its Application in the Community Division
by: Jiang Hao, et al.
Published: (2016-01-01)

A Novel Real-coded Quantum-inspired Genetic Algorithm and Its Application in Data Reconciliation
by: Gao Lin, et al.
Published: (2012-06-01)

An Improved Grey Wolf Optimization Algorithm and its Application in Path Planning
by: Jingyi Liu, et al.
Published: (2021-01-01)

Probing molecular docking problem by an improved quantum-behaved particle swarm optimization algorithm
by: Yi Fu, et al.
Published: (2019-10-01)

A Swarm Optimization Genetic Algorithm Based on Quantum-Behaved Particle Swarm Optimization
by: Tao Sun, et al.
Published: (2017-01-01)

Improved Quantum-Inspired Evolutionary Algorithm for Engineering Design Optimization
by: Jinn-Tsong Tsai, et al.
Published: (2012-01-01)

An Improved Quantum-Inspired Genetic Algorithm for Image Multilevel Thresholding Segmentation
by: Jian Zhang, et al.
Published: (2014-01-01)

Training ANFIS Model with an Improved Quantum-Behaved Particle Swarm Optimization Algorithm
by: Peilin Liu, et al.
Published: (2013-01-01)

Interruptible load scheduling model based on an improved chicken swarm optimization algorithm
by: Jinsong Wang, et al.
Published: (2021-03-01)

An Improved Genetic Algorithm for the Optimization of Composite Structures
by: Gantovnik, Vladimir
Published: (2014)

Optimization of architectural layout by the improved genetic algorithm
by: Romualdas BauÅ¡ys, et al.
Published: (2005-03-01)

Improved Artificial Bee Colony Algorithm and Its Application in LQR Controller Optimization
by: Haiquan Wang, et al.
Published: (2014-01-01)

A Fast Quantum Search Algorithm and its Application
by: Chien-hsing Yeh, et al.
Published: (2007)

A Neural Network: Family Competition Genetic Algorithm and Its Applications in Electromagnetic Optimization
by: P.-Y. Chen, et al.
Published: (2009-01-01)

Improved Fruit Fly Optimization Algorithm-based density peak clustering and its applications
by: Ruihong Zhou, et al.
Published: (2017-01-01)

Quantum-Inspired Genetic Algorithm Based on Simulated Annealing for Combinatorial Optimization Problem
by: Wanneng Shu
Published: (2009-01-01)