Proceedings of 2016 International Conference on Modeling, Simulation and Optimization Technologies and Applications (MSOTA2016)

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Study on Comprehensive Optimization Method in the Performance of a New Type of High-speed USV and Its Analysis

Authors
Zifan Wei, Songlin Yang, Shengping Jing, Man Liu
Corresponding Author
Zifan Wei
Available Online December 2016.
DOI
10.2991/msota-16.2016.58How to use a DOI?
Keywords
high-speed USV; comprehensive optimization; genetic algorithm; particle swarm optimization algorithm; key variables
Abstract

Taking the comprehensive performance of a new type of high-speed unmanned surface vehicle (USV) including its rapidity, maneuverability, seakeeping and overturning resistance into consideration, this paper establishes a mathematical model of the performance comprehensive optimization of high-speed USV. And according to the mathematical model and optimization algorithm, comprehensive optimization software based on a variety of optimization algorithms was designed and compiled to analyze the relevant calculation. The results indicates that the optimization effect of the growth mechanism is more superior to the roulette mechanism; genetic algorithm of growth mechanism and particle swarm optimization algorithm would have the best results in the optimization of the 5000th generation, and it can get the rapidity optimization system had greater influence on the total optimization system; and what's more, the optimal values of hull length and other key design variables and partial parameters of different algorithms are obtained.

Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of 2016 International Conference on Modeling, Simulation and Optimization Technologies and Applications (MSOTA2016)
Series
Advances in Computer Science Research
Publication Date
December 2016
ISBN
10.2991/msota-16.2016.58
ISSN
2352-538X
DOI
10.2991/msota-16.2016.58How to use a DOI?
Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - CONF
AU  - Zifan Wei
AU  - Songlin Yang
AU  - Shengping Jing
AU  - Man Liu
PY  - 2016/12
DA  - 2016/12
TI  - Study on Comprehensive Optimization Method in the Performance of a New Type of High-speed USV and Its Analysis
BT  - Proceedings of 2016 International Conference on Modeling, Simulation and Optimization Technologies and Applications (MSOTA2016)
PB  - Atlantis Press
SP  - 267
EP  - 271
SN  - 2352-538X
UR  - https://doi.org/10.2991/msota-16.2016.58
DO  - 10.2991/msota-16.2016.58
ID  - Wei2016/12
ER  -