Title :
A Human-computer Interaction-based Neighborhood Search Heuristic for Disruption Management
Author :
Gui Jingsong ; Yang Chunxia
Author_Institution :
Ocean & Civil Eng. Coll., Dalian Ocean Univ., Dalian, China
Abstract :
A neighborhood search heuristic based on human-computer interaction is presented to solve the disruption problem in container terminals caused by the delay and the skip over of scheduled ships, as well as the arrival of un-scheduled ships. The initial solution, the search scope and the search direction are generated according to the type and the degree of the disturbance, and the last two can be modified through the iterative process. The results from experiments show that, compared to the traditional neighborhood search algorithm, the efficiency and quality of the proposed heuristic are greatly improved.
Keywords :
human computer interaction; iterative methods; optimisation; scheduling; sea ports; search problems; ships; berth scheduling; container terminal; disruption management; disturbance degree; disturbance type; human computer interaction; initial solution; iterative process; neighborhood search heuristic; search direction; search scope; ship arrival; ship delay; ship skip over; Containers; Delay; Educational institutions; Human computer interaction; Marine vehicles; Schedules; Search problems; berth scheduling; human-computer interaction; neighborhood search;
Conference_Titel :
Intelligent System Design and Engineering Applications (ISDEA), 2013 Third International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-4893-5
DOI :
10.1109/ISDEA.2012.26