ABSTRACT: In using non-linear optimization techniques for estimation of parameters in a distributed ground water model, the initial values of the parameters and prior information about them play important roles. In this paper, the genetic algorithm (GA) is combined with the truncated-Newton search technique to estimate groundwater parameters for a confined steady-state ground water model. Use of prior information about the parameters is shown to be important in estimating correct or near-correct values of parameters on a regional scale. The amount of prior information needed for an accurate solution is estimated by evaluation of the sensitivity of the performance function to the parameters. For the example presented here, it is experimentally demonstrated that only one piece of prior information of the least sensitive parameter is sufficient to arrive at the global or near-global optimum solution. For hydraulic head data with measurement errors, the error in the estimation of parameters increases as the standard deviation of the errors increases. Results from our experiments show that, in general, the accuracy of the estimated parameters depends on the level of noise in the hydraulic head data and the initial values used in the truncated-Newton search technique. 相似文献
An integrated network is conceived that qualitatively relates environmental actors and environmental systems within a social unit such as a town, an industrial district or the like. The resulting matrix shows the flow of decisions and information between its active vector representing the environmental objectives, and its passive vector representing the environmental achievements. By way of three additional vectors, the properties of environmental systems are determined and compared to the expectations created by provisions of the environmental actors. The result is a set of residuals that define the living comfort in the social unit. The network motivates interested parties such as administrations, schools or individuals to go through the exercise of finding the causes of the residuals. In order to eliminate them, definite responsibilities have to be assigned to community members. The study pretends to involve all citizens in the flow of information, facts and decisions, and to help them identify themselves in the matrix. It is anticipated that as a result of this educational exercise, individual and collective responsibilities become apparent and are accepted and practiced. 相似文献
In all tanning technology operations wastes are generated. These reach the environment as residual waters, solid and liquid waste as well as atmospheric emissions and odours.
This study tests an alternative method to the traditional tanning method at an industrial level. The new method is based on tanning without float and by significantly increasing the temperature at the end of the tanning process. The properties of the leathers obtained using the two methods have been compared and the results indicate that those leathers have similar physical, chemical, and organoleptic properties. However, the differences existing from the environmental point of view are significant. It is not necessary to use clean water for this tanning. Moreover, there is a 75% reduction of the residual float, a 91% reduction of the chrome discharged, and a 94% reduction of the chlorides discharged. A financial assessment was carried out to demonstrate that the newly proposed system is 32% more economic than the traditional one. 相似文献