面向绿色航运的邮轮废弃物排放随机优化
Green shipping oriented waste disposal optimization for cruise ships under stochastic context
查看参考文献27篇
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文摘
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邮轮产业的蓬勃发展带来了一系列的海洋环境问题,邮轮运营及船上乘客皆会产生不定量的废弃物,通常废弃物总量远大于其承载容量,需要在航线的多个港口处理废弃物并向港口缴纳一定费用.因此,与哪些港口签订长期合同,在哪个港口排放多少废弃物等决策将会影响邮轮公司的运营成本;这些决策需要通过一些优化模型进行科学地计算和分析.本文基于系统工程的思维对上述决策问题背景进行了分析,并运用数学规划的理论与工具,先后构建了确定性模型、适用于排污量参数服从任意概率分布的随机规划模型和适用于不确定参数区间的三阶段鲁棒优化模型.随后,本文结合上述问题与模型的特征,设计了定制化的禁忌搜索算法和粒子群算法分别求解随机模型和鲁棒模型中的大规模问题;并通过一些基于实际问题规模和数据特征的实验,验证了本文所构建的决策模型的有效性和所设计算法的求解效率.本文研究所提出的邮轮废弃物排放决策方法论对当前全球绿色航运事业的推广与发展具有一定应用价值和指导意义. |
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其他语种文摘
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The rapid development of the cruise industry has brought a series of marine environmental problems. In the process of cruise navigation, cruise operation and passengers on board will produce an uncertain amount of waste. Generally, the total amount of waste is far greater than its capacity. It is necessary to dispose of waste in multiple ports of the line, which requires a certain fee to be paid to the port. Therefore, this paper studied a waste disposal problem for cruise ships to decide which port to sign and how much waste should be discharged under the uncertain amount of produced waste. These decisions affect the operating costs of cruise companies, so it is necessary to calculate and analyze scientifically through some optimization models. Based on the theory of system engineering, this paper analyzed the background of the above-mentioned decision-making problems and proposed three models successively by using the theory and tools of mathematical programming. The models include a deterministic model, a stochastic programming model that applied to arbitrary probability distributions of emission parameters, and a three-stage robust optimization model that can cope with the uncertain parameter interval. Then, considering the above problems and the characteristics of the model, this paper designed a Tabu search (TS) and particle swarm optimization (PSO) algorithms to solve large-scale problems in stochastic and robust models, respectively. Extensive experiments in this paper validated the effectiveness and efficiency of the proposed models and algorithms. The decision-making method of cruise waste emissions proposed in this paper has certain application value and guiding significance for the development of the current global green shipping industry. |
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来源
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系统工程理论与实践
,2021,41(2):345-357 【核心库】
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DOI
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10.12011/setp2020-1092
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关键词
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邮轮
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绿色航运
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废弃物排放
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随机规划
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鲁棒优化
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不确定性
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地址
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1.
上海大学管理学院, 上海, 200444
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东南大学经济管理学院, 南京, 210096
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香港理工大学物流及航运学系, 香港, 999077
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语种
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中文 |
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文献类型
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研究性论文 |
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ISSN
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1000-6788 |
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学科
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水路运输 |
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基金
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国家自然科学基金重点项目
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文献收藏号
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CSCD:6918237
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参考文献 共
27
共2页
|
|
1.
Cruise Market Watch.
2018 Worldwide cruise line market share,2020
|
CSCD被引
1
次
|
|
|
|
|
2.
Beachapedia U S.
Cruise ship pollution,2020
|
CSCD被引
1
次
|
|
|
|
|
3.
中华人民共和国生态环境部.
2018年中国海洋生态环境状况公报,2020
|
CSCD被引
1
次
|
|
|
|
|
4.
Koza D F. Liner shipping service scheduling and cargo allocation.
European Journal of Operational Research,2019,275(3):897-915
|
CSCD被引
3
次
|
|
|
|
|
5.
Zhen L. Route and speed optimization for liner ships under emission control policies.
Transportation Research Part C: Emerging Technologies,2020,110:330-345
|
CSCD被引
8
次
|
|
|
|
|
6.
陈康. 考虑货主选择惯性的班轮运输系统优化模型.
管理科学学报,2017,20(7):104-114
|
CSCD被引
2
次
|
|
|
|
|
7.
邢玉伟. 差异化定价策略下的远洋洲际班轮航速与航线配船优化.
系统工程理论与实践,2018,38(12):232-244
|
CSCD被引
1
次
|
|
|
|
|
8.
Veronneau S. Cruise ship suppliers: A field study of the supplier relationship characteristics in a service supply chain.
Tourism Management Perspectives,2015,16:76-84
|
CSCD被引
2
次
|
|
|
|
|
9.
Wang K. Cruise service planning considering berth availability and decreasing marginal profit.
Transportation Research Part B: Methodological,2017,95:1-18
|
CSCD被引
1
次
|
|
|
|
|
10.
Zhen L. The effects of emission control area regulations on cruise shipping.
Transportation Research Part D: Transport and Environment,2018,62:47-63
|
CSCD被引
5
次
|
|
|
|
|
11.
Dixon D. Coastal cruise ship waste management.
Marine Technology,2011,37(4):216-222
|
CSCD被引
1
次
|
|
|
|
|
12.
Johnson D. Environmentally sustainable cruise tourism: A reality check.
Marine Policy,2002,26(4):261-270
|
CSCD被引
4
次
|
|
|
|
|
13.
Butt N. The impact of cruise ship generated waste on home ports and ports of call: A study of Southampton.
Marine Policy,2007,31(5):591-598
|
CSCD被引
4
次
|
|
|
|
|
14.
Carpenter A. The EU Directive on port reception facilities for ship-generated waste and cargo residues: The results of a second survey on the provision and uptake of facilities in North Sea ports.
Marine Pollution Bulletin,2005,50(12):1541-1547
|
CSCD被引
1
次
|
|
|
|
|
15.
Sanches V L. Management of cruise ship-generated solid waste: A review.
Marine Pollution Bulletin,2020,151:110785
|
CSCD被引
1
次
|
|
|
|
|
16.
曹策俊. 救援物资跨区域调度双层规划模型--考虑幸存者感知满意度和风险可接受度.
管理科学学报,2019,22(9):113-128
|
CSCD被引
15
次
|
|
|
|
|
17.
于冬梅. 不确定与损毁情景下可靠性设施选址鲁棒优化模型与算法研究.
系统工程理论与实践,2019,39(2):498-508
|
CSCD被引
13
次
|
|
|
|
|
18.
Zhen L. Tactical berth allocation under uncertainty.
European Journal of Operational Research,2015,247(3):928-944
|
CSCD被引
14
次
|
|
|
|
|
19.
Shu J. Dynamic container deployment: Two-stage robust model, complexity, and computational results.
INFORMS Journal on Computing,2014,26(1):135-149
|
CSCD被引
2
次
|
|
|
|
|
20.
Wang S A. Sailing speed optimization for container ships in a liner shipping network.
Transportation Research Part E: Logistics and Transportation Review,2012,48(3):701-714
|
CSCD被引
31
次
|
|
|
|
|
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