Title :
Path planning with multiple objectives
Author_Institution :
Dept. of Comput. & Inf. Sci., Ohio State Univ., Columbus, OH, USA
fDate :
3/1/1996 12:00:00 AM
Abstract :
Most path planners are designed to generate a single path that is optimal in terms of some criterion such as path length or travel time. However, for realistic terrain navigation we wish to find a path that is reasonable to execute in a given environment. Therefore we must consider several factors, such as safety, time, and energy consumption. In this article the authors investigate how to find a set of paths (as opposed to a single path) so as to permit various choices concerning multiple criteria. They present simulation results to demonstrate the feasibility of the approach and discuss an extension to navigation in time-varying scenes
Keywords :
mobile robots; navigation; optimal control; path planning; energy consumption; multiple criteria; multiple objectives; navigation; path planning; safety; terrain navigation; time-varying scenes; Cost function; Delay effects; Layout; Length measurement; Mobile robots; Navigation; Path planning; Robot motion; Robotics and automation; Safety;
Journal_Title :
Robotics & Automation Magazine, IEEE