Using GIS, genetic algorithms, and visualization in highway development

被引:43
作者
Jha, MK
McCall, C
Schonfeld, P [1 ]
机构
[1] Univ Maryland, Dept Civil & Environm Engn, College Pk, MD 20742 USA
[2] E3Synergy, Infrastruct Visualizat, Baltimore, MD 21244 USA
[3] Maryland State Highway Adm, Highway Maintenance Div, Hanover, MD 21076 USA
关键词
Computer aided software engineering - Database systems - Genetic algorithms - Geographic information systems - Optimization - Visualization;
D O I
10.1111/0885-9507.00242
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A model for highway development is presented, which uses geographic information systems (GIS), genetic algorithms (GA), and computer visualization (CV). GIS serves as a repository of geographic information and enables spatial manipulations and database management. GAs are used to optimize highway alignments in a complex search space. CV is a technique used to convey the characteristics of alternative solutions, which can be the basis of decisions. The proposed model implements GIS and GA to find an optimized alignment based on the minimization of highway costs. CV is implemented to investigate the effects of intangible parameters, such as unusual land and environmental characteristics not considered in optimization. Constrained optimization using GAs may be performed at subsequent stages if necessary using feedback received from CVs. Implementation of the model in a real highway project from Maryland indicates that integration of GIS, GAs, and CV greatly enhances the highway development process.
引用
收藏
页码:399 / 414
页数:16
相关论文
共 17 条
  • [1] *AASHTO, 1988, ROADS DES GUID
  • [2] [Anonymous], 1989, GENETIC ALGORITHM SE
  • [3] CARLEY R, 1995, I TRANSP ENG 65 ANN, P459
  • [4] Jha M., 2000, THESIS U MARYLAND CO
  • [5] Jha MK, 2000, TRANSPORT RES REC, P233
  • [6] Jong J.-C., 1998, Ph.D. Thesis
  • [7] Preliminary highway design with genetic algorithms and geographic information systems
    Jong, JC
    Jha, MK
    Schonfeld, P
    [J]. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING, 2000, 15 (04) : 261 - 271
  • [8] JONG JC, IN PRESS TRANSPORT B
  • [9] LANDPHAIR HC, 1996, NCHRP SYNTHESIS HIGH, V229
  • [10] LARSEN TR, 1995, TRANSP ASS CAN TAC A, V5