Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015

Design of College Discrete Mathematics Based on Particle Swarm Optimization

Authors
Jiedong Chen
Corresponding Author
Jiedong Chen
Available Online December 2015.
DOI
https://doi.org/10.2991/icmmcce-15.2015.232How to use a DOI?
Keywords
Discrete mathematics, Particle swarm optimization, Exchange of information, Mutation operator
Abstract
Aiming at exploration and development capacity, it is usually hard to achieve effective utilization and balance by using just one algorithm, which will influence the solving accuracy and efficiency of the algorithm accordingly. This thesis applies particle swarm optimization (PSO) to discrete multi-objective mathematical optimization, and proposes a discrete multi-objective optimization algorithm based on PSO. This algorithm adopts binary mechanism to achieve the position vector of the particles. Meanwhile, it builds a non-dominated solution set to storage the researched non-dominated solution, so as to increase the diversity of non-dominated solutions. The introductions of genetic algorithm crossover, mutation operator replacing particle velocity and location updating have reduced the computational complexity. In the thesis, it sets up mathematical models for these two problems respectively, and the experimental results show that the algorithm is effective.
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This is an open access article distributed under the CC BY-NC license.

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Proceedings
2015 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering
Part of series
Advances in Computer Science Research
Publication Date
December 2015
ISBN
978-94-6252-133-9
ISSN
2352-538X
DOI
https://doi.org/10.2991/icmmcce-15.2015.232How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Jiedong Chen
PY  - 2015/12
DA  - 2015/12
TI  - Design of College Discrete Mathematics Based on Particle Swarm Optimization
BT  - 2015 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering
PB  - Atlantis Press
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmmcce-15.2015.232
DO  - https://doi.org/10.2991/icmmcce-15.2015.232
ID  - Chen2015/12
ER  -