Application of distributed robust dynamic optimization based on moment information in unmanned boat navigation

The optimization problem of moment information with distribution uncertainty can be solved by distribution robust optimization problems<sup>[2]</sup>. In this paper, because unmanned boat navigation in the complex marine environment is often affected by sea wind, waves, ocean currents, and other external random interference, this probabilistic interference is called random interference. Because in practical application, only the moment information of random interference could be obtained. Considering the application of robust dynamic optimization problems based on certain moment information in unmanned boat navigation, we transform the problem of optimal control of the distributionally robust into a second-order cone problem, because the second-order cone problem can be easily solved by using existing methods<sup>[3]</sup>.

Authors

Institutions

Publication Details

Published
2024-10-16
DOI
https://doi.org/10.1117/12.3033814
Primary Topic
Maritime Navigation and Safety
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Application of distributed robust dynamic optimization based on moment information in unmanned boat navigation

Weifeng Liu, Jun Xie, Xiao Lin
1 links
Maritime Navigation and Safety
article

Application of distributed robust dynamic optimization based on moment information in unmanned boat navigation

Weifeng Liu, Jun Xie, Xiao Lin
article en

Abstract

The optimization problem of moment information with distribution uncertainty can be solved by distribution robust optimization problems<sup>[2]</sup>. In this paper, because unmanned boat navigation in the complex marine environment is often affected by sea wind, waves, ocean currents, and other external random interference, this probabilistic interference is called random interference. Because in practical application, only the moment information of random interference could be obtained. Considering the application of robust dynamic optimization problems based on certain moment information in unmanned boat navigation, we transform the problem of optimal control of the distributionally robust into a second-order cone problem, because the second-order cone problem can be easily solved by using existing methods<sup>[3]</sup>.

Dalian Naval Academy
Openalex Percentile: Top 77%
Maritime Navigation and Safety
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.