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		<title>Gao 2019a - Revision history</title>
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		<updated>2026-04-21T22:02:24Z</updated>
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		<title>Scipediacontent: Scipediacontent moved page Draft Content 732218935 to Gao 2019a</title>
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				<updated>2021-02-02T02:05:40Z</updated>
		
		<summary type="html">&lt;p&gt;Scipediacontent moved page &lt;a href=&quot;/public/Draft_Content_732218935&quot; class=&quot;mw-redirect&quot; title=&quot;Draft Content 732218935&quot;&gt;Draft Content 732218935&lt;/a&gt; to &lt;a href=&quot;/public/Gao_2019a&quot; title=&quot;Gao 2019a&quot;&gt;Gao 2019a&lt;/a&gt;&lt;/p&gt;
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				&lt;td colspan='1' style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan='1' style=&quot;background-color: white; color:black; text-align: center;&quot;&gt;Revision as of 02:05, 2 February 2021&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan='2' style='text-align: center;' lang='en'&gt;&lt;div class=&quot;mw-diff-empty&quot;&gt;(No difference)&lt;/div&gt;
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		<author><name>Scipediacontent</name></author>	</entry>

	<entry>
		<id>https://www.scipedia.com/wd/index.php?title=Gao_2019a&amp;diff=200703&amp;oldid=prev</id>
		<title>Scipediacontent: Created page with &quot; == Abstract ==  Part 1: Smart Supply Networks; International audience; After a large-scale disaster, the emergency commodity should be distributed to relief centers. However,...&quot;</title>
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				<updated>2021-02-02T02:05:33Z</updated>
		
		<summary type="html">&lt;p&gt;Created page with &amp;quot; == Abstract ==  Part 1: Smart Supply Networks; International audience; After a large-scale disaster, the emergency commodity should be distributed to relief centers. However,...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;&lt;br /&gt;
== Abstract ==&lt;br /&gt;
&lt;br /&gt;
Part 1: Smart Supply Networks; International audience; After a large-scale disaster, the emergency commodity should be distributed to relief centers. However, the initial commodity distribution may be unbalanced due to the incomplete information and uncertain environment. It is necessary to rebalance the emergency commodity among relief centers. Traffic congestion is an important factor to delay delivery of the commodity. Neither the commodity rebalancing nor traffic congestion is considered in previous studies. In this study, a two-stage stochastic optimization model is proposed to manage the commodity rebalancing, where uncertainties of demand and supply are considered. The goals are to minimize the expected total weighted unmet demand in the first stage and minimize the total transportation time in the second stage. Finally, a numerical analysis is conducted for a randomly generated instance; the results illustrate the effectiveness of the proposed model in the commodity rebalancing over the transportation network with traffic congestion.&lt;br /&gt;
&lt;br /&gt;
Document type: Conference object&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Original document ==&lt;br /&gt;
&lt;br /&gt;
The different versions of the original document can be found in:&lt;br /&gt;
&lt;br /&gt;
* [http://link.springer.com/content/pdf/10.1007/978-3-030-29996-5_11 http://link.springer.com/content/pdf/10.1007/978-3-030-29996-5_11],&lt;br /&gt;
: [http://dx.doi.org/10.1007/978-3-030-29996-5_11 http://dx.doi.org/10.1007/978-3-030-29996-5_11] under the license http://creativecommons.org/licenses/by/&lt;br /&gt;
&lt;br /&gt;
* [https://dblp.uni-trier.de/db/conf/ifip5-7/apms2019-2.html#Gao19 https://dblp.uni-trier.de/db/conf/ifip5-7/apms2019-2.html#Gao19],&lt;br /&gt;
: [https://link.springer.com/chapter/10.1007%2F978-3-030-29996-5_11 https://link.springer.com/chapter/10.1007%2F978-3-030-29996-5_11],&lt;br /&gt;
: [https://rd.springer.com/chapter/10.1007/978-3-030-29996-5_11 https://rd.springer.com/chapter/10.1007/978-3-030-29996-5_11],&lt;br /&gt;
: [https://academic.microsoft.com/#/detail/2969849309 https://academic.microsoft.com/#/detail/2969849309] under the license http://www.springer.com/tdm&lt;br /&gt;
&lt;br /&gt;
* [https://hal.inria.fr/hal-02460520 https://hal.inria.fr/hal-02460520],&lt;br /&gt;
: [https://hal.inria.fr/hal-02460520/document https://hal.inria.fr/hal-02460520/document],&lt;br /&gt;
: [https://hal.inria.fr/hal-02460520/file/489108_1_En_11_Chapter.pdf https://hal.inria.fr/hal-02460520/file/489108_1_En_11_Chapter.pdf]&lt;br /&gt;
&lt;br /&gt;
 under the license http://creativecommons.org/licenses/by/&lt;/div&gt;</summary>
		<author><name>Scipediacontent</name></author>	</entry>

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