Multipopulation Genetic Algorithm Based on GPU for Solving TSP Problem
A GPU-based Multigroup Genetic Algorithm was proposed, which parallelized the traditional genetic algorithm with a coarse-grained architecture island model. The original population is divided into several subpopulations to simulate different living environments, thus increasing species richness. For...
Main Authors: | Boqun Wang, Hailong Zhang, Jun Nie, Jie Wang, Xinchen Ye, Toktonur Ergesh, Meng Zhang, Jia Li, Wanqiong Wang |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi Limited
2020-01-01
|
Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2020/1398595 |
Similar Items
-
A Novel Method for Building Displacement Based on Multipopulation Genetic Algorithm
by: Wende Li, et al.
Published: (2020-11-01) -
Improved Bat Algorithm Based on Multipopulation Strategy of Island Model for Solving Global Function Optimization Problem
by: Sha-Sha Guo, et al.
Published: (2019-01-01) -
SAC Model Based Improved Genetic Algorithm for Solving TSP
by: CHEN Bin, LIU Weiguo
Published: (2021-09-01) -
A Multipopulation Coevolutionary Strategy for Multiobjective Immune Algorithm
by: Jiao Shi, et al.
Published: (2014-01-01) -
Multipopulation Genetic Algorithms with Different Interaction Structures to Solve Flexible Job-Shop Scheduling Problems: A Network Science Perspective
by: Ding-Shan Deng, et al.
Published: (2020-01-01)