Comparison of a genetic algorithm and mathematical programming to the design of groundwater cleanup systems

被引:86
作者
Aly, AH [1 ]
Peralta, PC
机构
[1] Utah State Univ, Dept Biol & Irrigat Engn, Logan, UT 84322 USA
[2] Utah State Univ, Res Fdn, Logan, UT 84322 USA
关键词
D O I
10.1029/1998WR900128
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We present and apply a new simulation/optimization approach for single- and multiple-planning period problems in groundwater remediation. Instead of the traditional control locations for contaminant concentrations, we use an L-infinity norm as a global measure of aquifer contamination (CMAX). We use response-surface constraints to represent CMAX within the optimization model. We compare the performance of formal mixed integer nonlinear programming and a genetic algorithm for several optimization scenarios.
引用
收藏
页码:2415 / 2425
页数:11
相关论文
共 46 条
[1]   2-STAGE GROUNDWATER REMEDIATION DESIGN [J].
AHLFELD, D .
JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 1990, 116 (04) :517-529
[2]   CONTAMINATED GROUNDWATER REMEDIATION DESIGN USING SIMULATION, OPTIMIZATION, AND SENSITIVITY THEORY .1. MODEL DEVELOPMENT [J].
AHLFELD, DP ;
MULVEY, JM ;
PINDER, GF ;
WOOD, EF .
WATER RESOURCES RESEARCH, 1988, 24 (03) :431-441
[4]  
[Anonymous], 1991, Handbook of genetic algorithms
[5]  
[Anonymous], 1989, P 3 INT C GEN ALG
[6]   HYDRAULIC-GRADIENT CONTROL FOR GROUNDWATER CONTAMINANT REMOVAL [J].
ATWOOD, DF ;
GORELICK, SM .
JOURNAL OF HYDROLOGY, 1985, 76 (1-2) :85-106
[7]   USING GENETIC ALGORITHMS TO SOLVE A MULTIOBJECTIVE GROUNDWATER MONITORING PROBLEM [J].
CIENIAWSKI, SE ;
EHEART, JW ;
RANJITHAN, S .
WATER RESOURCES RESEARCH, 1995, 31 (02) :399-409
[8]   Optimizing separate phase light hydrocarbon recovery from contaminated unconfined aquifers [J].
Cooper, GS ;
Peralta, RC ;
Kaluarachchi, JJ .
ADVANCES IN WATER RESOURCES, 1998, 21 (05) :339-350
[9]   OPTIMAL MANAGEMENT OF A GROUNDWATER SYSTEM FOR SEASONALLY VARYING AGRICULTURAL PRODUCTION [J].
CUNHA, MDMD ;
HUBERT, P ;
TYTECA, D .
WATER RESOURCES RESEARCH, 1993, 29 (07) :2415-2426
[10]  
DEJONG KA, 1975, THESIS U MICH ANN AR