Title :
Optimal dispatching control for elevator systems during uppeak traffic
Author :
Pepyne, David L. ; Cassandras, Christos G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Massachusetts Univ., Amherst, MA, USA
Abstract :
We develop an optimal dispatching controller for elevator systems during uppeak traffic. Uppeak traffic arises when the passengers are moving from the first floor up into a building, e.g., the start of the day. We show that the structure of the policy minimizing the average passenger waiting time is a threshold-based policy. The analysis uses a Markov decision problem formulation with a batch service queueing model consisting of a single queue served by multiple finite-capacity bulk servers. Dynamic programming is used to obtain the structure of the optimal policy and to derive some of its properties
Keywords :
Markov processes; decision theory; dynamic programming; lifts; operations research; queueing theory; scheduling; Markov decision problem; batch service queueing model; building; dynamic programming; elevator systems; optimal dispatching control; passenger waiting time; queueing theory; Buildings; Control systems; Dispatching; Dynamic programming; Elevators; Floors; Optimal control; Queueing analysis; Switches; Traffic control;
Conference_Titel :
Decision and Control, 1996., Proceedings of the 35th IEEE Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-3590-2
DOI :
10.1109/CDC.1996.577252