Title :
Mission assignment and scheduling for a team of service robots using evolutionary algorithms
Author :
Baalbaki, Hassan ; Xie, Xiaolan ; Delorme, Xavier
Author_Institution :
Dept. of Health Sci. & Eng., Ecole Nat. Super. des Mines de St. Etienne, St. Etienne, France
Abstract :
This paper addresses the optimization of execution plan of assistance activities to be performed by a group of service robots in a healthcare environment. Centralised operation strategies for scheduling and assigning assistance activities to robots are proposed in order to efficiently and quickly meet the various requirements for robot assistance of the whole healthcare system. We first formulate the problem as a linear program and then propose different evolutionary algorithms. Numerical experimentations are conducted to assess the efficiency of these algorithms.
Keywords :
evolutionary computation; health care; linear programming; service robots; evolutionary algorithms; execution plan optimization; healthcare environment; linear program; mission assignment; robots centralised operation strategies; scheduling; service robots; Costs; Decision making; Evolutionary computation; Job shop scheduling; Medical services; Mobile robots; Processor scheduling; Routing; Service robots; Vehicles; Evolutionary algorithms; Real time control; Scheduling; centrelized decision making agent;
Conference_Titel :
Health Care Management (WHCM), 2010 IEEE Workshop on
Conference_Location :
Venice
Print_ISBN :
978-1-4244-4997-2
Electronic_ISBN :
978-1-4244-4998-9
DOI :
10.1109/WHCM.2010.5441268