Elevator Dispatching Using Heuristic Search

نویسندگان

  • David Mulvaney
  • Jonathan White
  • Muna Hamdi
چکیده

Monitoring and prediction of passenger movements are able to generate timely heuristic information that reduces the complexity of the elevator dispatching task to one of finding the best route through already computed data. This paper demonstrates that such information, when used by heuristic search techniques, allows optimal dispatching solutions to be achieved in a practical elevator installation. Results are also included to demonstrate that a new search approach, when considered alongside existing well-known search methods, compares favorably in its application to real elevator dispatching problems.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Improving Elevator Performance Using Reinforcement Learning

This paper describes the application of reinforcement learning (RL) to the di cult real world problem of elevator dispatching. The elevator domain poses a combination of challenges not seen in most RL research to date. Elevator systems operate in continuous state spaces and in continuous time as discrete event dynamic systems. Their states are not fully observable and they are nonstationary due...

متن کامل

Design and implementation of an adaptive dispatching controller for elevator systems during uppeak traffic

We design a dispatching controller for elevator systems during uppeak passenger traffic with the ability to adapt to changing operating conditions. The design of this controller is motivated by our previous paper where we proved that for a queuing model of the uppeak dispatching problem a threshold policy is optimal (in the sense of minimizing the average passenger waiting time) with threshold ...

متن کامل

The Effect of Randomization on Constraint Based Estimation of Elevator Trip Origin-Destination Matrices

We present a constraint programming formulation for the elevator trip origin-destination matrix estimation problem, and study different deterministic and randomized algorithms to solve the problem. An elevator trip consists of successive stops in one direction of travel with passengers inside the elevator. It can be defined as a directed network, where the nodes correspond to the stops on the t...

متن کامل

The Elevator Trip Origin-Destination Matrix Estimation Problem

We present a constraint programming formulation for the elevator trip origin-destination matrix estimation problem, and propose different approaches to solve the problem. An elevator trip consists of successive stops in one direction of travel with passengers inside the elevator. It can be defined as a directed network, where the nodes correspond to the stops on the trip, and the arcs to the po...

متن کامل

Fuzzy Logic-based Elevator Group Control System for Energy Optimization Purpose

The High-rise buildings with their consequent considerable number of elevators represent a major logistic problem concerning saving space and time for the sake of an efficient performance due to economic reasons. Complex Elevator Group Control Systems are developed in order to manage properly the lifts. In this context dispatching issue is one of critical importance and every system must accomp...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Intelligent Automation & Soft Computing

دوره 16  شماره 

صفحات  -

تاریخ انتشار 2010