Title :
A Multiobjective Spatial-based Zone Design Model (MoSZoD)
Author :
Bong, C.W. ; Chai, W.Y. ; Wong, C.W.
Author_Institution :
Fac. of Comput. Sci. & Inf. Technol., Universiti Malaysia Sarawak, Malaysia
Abstract :
This paper presents a multiobjective approach for a spatial-based zone design model to the division of a land surface into two or more pieces. The model employs multiobjective optimization technique and Geographic Information System (GIS) as its components. This paper defines the problem based on multiobjective because it considers relationship among objectives and it is much more realistic to solve a real-world spatial zoning problem. The multiobjective decision analysis has been used to approximate and handle the Pareto-optimal solution to get optimal solution set after this paper applies a heuristic method to generate nondominated alternatives. This paper also aggregates the decision-makers´ preferences by allowing interactivity with decision-makers. The flow of the model and its implementation in the GIS environment is presented. The computation has resulted in improvements in spatial zoning.
Keywords :
Pareto optimisation; data acquisition; decision making; geographic information systems; geophysical techniques; heuristic programming; GIS; Geographic Information System; MoSZoD Model; Multiobjective Spatial-based Zone Design Model; Pareto-optimal solution approximation/handling; decision-maker preference; heuristic method; land surface division; multiobjective optimization technique; real-world spatial zoning problem; Aggregates; Automation; Computer science; Decision support systems; Geographic Information Systems; Geography; Information technology; Land surface; Local government; Pareto analysis;
Conference_Titel :
OCEANS '04. MTTS/IEEE TECHNO-OCEAN '04
Print_ISBN :
0-7803-8669-8
DOI :
10.1109/OCEANS.2004.1405538