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Bi-objective design of household E-waste collection with public advertising and competition from informal sectors

机译:具有公共广告和非正规部门竞争的家庭电子废物收集的双目标设计

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摘要

The rapid expansion of technology, coupled with the falling prices of electronic products and their fast obsolescence, has resulted in a rapidly-growing amount of e-waste worldwide. Because of adverse effects on environment and public health, more and more countries and regions have begun to establish and operate public e-waste collection systems. In many developing countries, the low level of environmental awareness and the existence of informal sectors present obstacles to the success of such collection systems. This paper proposes to design a household e-waste collection network and launch a corresponding public service advertising campaign to counteract the informal recycling markets. The proposed mixed integer nonlinear program maximizes the amount of collected e-waste and minimizes overall costs of developing the network and its advertising campaign. A decomposition-based, multi-objective meta-heuristic was developed to obtain the Pareto frontier. A case study based on the e-waste collection system in Changsha, China contextualizes the problem and developed methodology. Experiment results show that the cost of network construction and public advertising must be carefully balanced for limited budgets. The impact of residents' environmental awareness is also important to the collection effect. From a methodology perspective, this paper uses the Pareto analysis approach to study the design of household e-waste collection networks, with a supporting public service announcement campaign, in the presence of informal recycling markets. This paper also offers a policy design decision support tool to help regulators determine most workable policies that will balance the trade-offs between the two objectives.
机译:技术的飞速发展,再加上电子产品价格的下跌和它们的过时,已经导致全世界电子垃圾的数量迅速增长。由于对环境和公共卫生的不利影响,越来越多的国家和地区已经开始建立和运行公共电子废物收集系统。在许多发展中国家,环境意识水平低下和非正规部门的存在为此类收集系统的成功构成了障碍。本文提议设计一个家庭电子废物收集网络,并发起相应的公共服务广告活动,以抵消非正式的回收市场。拟议的混合整数非线性程序可最大程度地提高收集的电子废物的数量,并最小化开发网络及其广告活动的总成本。开发了基于分解的多目标元启发式算法以获得帕累托边界。基于中国长沙市电子垃圾收集系统的案例研究将问题与背景结合起来,并开发了方法。实验结果表明,在预算有限的情况下,必须仔细平衡网络建设和公共广告的成本。居民环境意识的影响对收集效果也很重要。从方法论的角度来看,本文在存在非正式回收市场的情况下,利用帕累托分析方法,通过支持公共服务的公告活动,研究了家庭电子废物收集网络的设计。本文还提供了一种政策设计决策支持工具,可帮助监管机构确定最可行的政策,以平衡两个目标之间的权衡。

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