Title :
A dynamic-programming-styled algorithm for time-optimal multi-agent task assignment
Author :
Yang, Guang ; Kapila, Vikram
Author_Institution :
Dept. of Mechanical, Aerospace, & Manuf. Eng., Polytech. Univ. Brooklyn, NY, USA
Abstract :
Cooperative control of multiple agents is an area of intense current research activity. Many practical applications of multi-agent control frequently necessitate assignment of tasks among agents such that the overall mission goals are accomplished in a minimal amount of time. We use a dynamic programming formulation to address a class of time-optimal multi-agent task assignment problems. Based on the recurrence relation obtained from the principle of optimality, we develop an algorithm with a distributed computational architecture for the global time-optimal task assignment. In addition, we propose a communication protocol to facilitate distributed decision making among agents. Illustrative studies are included to demonstrate the efficacy of the proposed time-optimal multi-agent task assignment algorithm
Keywords :
decision theory; dynamic programming; multi-agent systems; resource allocation; communication protocol; cooperative control; distributed computational architecture; distributed decision making; dynamic-programming-style algorithm; global time-optimal task assignment; multi-agent control; optimality principle; recurrence relation; time-optimal multi-agent task assignment; Aerospace engineering; Computer architecture; Distributed computing; Distributed decision making; Dynamic programming; Heuristic algorithms; Manufacturing; Military aircraft; Protocols; Space vehicles;
Conference_Titel :
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-7061-9
DOI :
10.1109/.2001.981193