An exact reoptimization algorithm for the scheduling of elevator groups

The task of an elevator control is to schedule the elevators of a group such that small waiting and travel times for the passengers are obtained. We present an exact reoptimization algorithm for this problem. A reoptimization algorithm computes a new schedule for the elevator group each time a new passenger arrives. Our algorithm uses column generation techniques and is, to the best of our knowledge, the first exact reoptimization algorithm for a group of passenger elevators. To solve the column generation problem, we propose a Branch & Bound method. The overall algorithm finds high-quality solutions very quickly.

[1]  Jana Koehler,et al.  Online Synthese von Aufzugssteuerungen als Planungsproblem , 1999, Planen und Konfigurieren.

[2]  Sven Oliver Krumke,et al.  Real-Time Dispatching of Guided and Unguided Automobile Service Units with Soft Time Windows , 2002, ESA.

[3]  Jana Koehler,et al.  An AI-Based Approach to Destination Control in Elevators , 2002, AI Mag..

[4]  Lutfi Al-Sharif,et al.  Elevator Traffic Handbook: Theory and Practice , 2003 .

[5]  Shunji Tanaka,et al.  Dynamic optimization of the operation of single-car elevator systems with destination hall call registration: Part II. The solution algorithm , 2005, Eur. J. Oper. Res..

[6]  Tapio Tyni,et al.  Evolutionary bi-objective optimisation in the elevator car routing problem , 2006, Eur. J. Oper. Res..

[7]  Sven Oliver Krumke,et al.  Reoptimization gaps versus model errors in online-dispatching of service units for ADAC , 2006, Discret. Appl. Math..

[8]  Jörg Rambau,et al.  Online-optimization of multi-elevator transport systems with reoptimization algorithms based on set-partitioning models , 2006, Discret. Appl. Math..

[9]  Benjamin Hiller,et al.  Real-Time Destination-Call Elevator Group Control on Embedded Microcontrollers , 2007, OR.

[10]  Tobias Achterberg,et al.  SCIP: solving constraint integer programs , 2009, Math. Program. Comput..

[11]  Benjamin Hiller,et al.  Improving the perfomance of elevator systems using exact reoptimization algorithms , 2009, Models and Algorithms for Optimization in Logistics.

[12]  Benjamin Hiller,et al.  Online Optimization: Probabilistic Analysis and Algorithm Engineering , 2010, OR.

[13]  Informationstechnik Berlin Stochastic dominance analysis of Online Bin Coloring algorithms , 2012 .