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		<updated>2026-05-27T20:07:26Z</updated>
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	<entry>
		<id>http://sske.cloud.upb.ro/wiki/index.php?title=MESG_-_Decision_Support_Systems&amp;diff=2011&amp;oldid=prev</id>
		<title>Adminsske at 23:47, 18 May 2012</title>
		<link rel="alternate" type="text/html" href="http://sske.cloud.upb.ro/wiki/index.php?title=MESG_-_Decision_Support_Systems&amp;diff=2011&amp;oldid=prev"/>
				<updated>2012-05-18T23:47:24Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: white; color:black;&quot;&gt;
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		&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;← Older revision&lt;/td&gt;
		&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;Revision as of 23:47, 18 May 2012&lt;/td&gt;
		&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 7:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 7:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;- understand the complexity and quantitative and qualitative aspects of decision making processes, using simple approaches for their structuring;&amp;lt;br/&amp;gt;- be able to create spreadsheet models and develop tools for decision support;&amp;lt;br/&amp;gt;- use general concepts and principles of Decision Theory and Multicriteria Analysis, to structure decision alternatives and criteria;&amp;lt;br/&amp;gt;- be able to perform data analysis and modelling, as well as sensitivity and scenario analysis;&amp;lt;br/&amp;gt;- use optimization, heuristic and simulation models and algorithms, to suppor the solution of decision problems;&amp;lt;br/&amp;gt;- understand the problems associated with the design of Decision Support Systems e be able to contribute to their specification.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;- understand the complexity and quantitative and qualitative aspects of decision making processes, using simple approaches for their structuring;&amp;lt;br/&amp;gt;- be able to create spreadsheet models and develop tools for decision support;&amp;lt;br/&amp;gt;- use general concepts and principles of Decision Theory and Multicriteria Analysis, to structure decision alternatives and criteria;&amp;lt;br/&amp;gt;- be able to perform data analysis and modelling, as well as sensitivity and scenario analysis;&amp;lt;br/&amp;gt;- use optimization, heuristic and simulation models and algorithms, to suppor the solution of decision problems;&amp;lt;br/&amp;gt;- understand the problems associated with the design of Decision Support Systems e be able to contribute to their specification.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;minus;&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;=== &amp;lt;br/&amp;gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;'''&lt;/del&gt;Program&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;''' &lt;/del&gt;===&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;=== &amp;lt;br/&amp;gt;Program ===&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;1.&amp;lt;br/&amp;gt;Organizations and decision processes. Decision levels, complexity and analysis paradigms.&amp;lt;br/&amp;gt;The role of quantitative models and methods in decision making.&amp;lt;br/&amp;gt;The use of spreadsheets.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;2.&amp;lt;br/&amp;gt;Structuring of decision processes. Influence diagrams.&amp;lt;br/&amp;gt;Fundamental skills in spreadsheet modelling.&amp;lt;br/&amp;gt;Organization of models in spreadsheets.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;3.&amp;lt;br/&amp;gt;Formulation of problems and optimization models: linear programming and extensions. Optimization methods and computational tools for optimizations.&amp;lt;br/&amp;gt;Transportation and assignment problems.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;4.&amp;lt;br/&amp;gt;Network problems: floex, paths; trees - models and algorithms.&amp;lt;br/&amp;gt;Combinatorial optimization problems: heuristic method for practical problems solution - design and implementation.&amp;lt;br/&amp;gt;Integer programming models.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;5.&amp;lt;br/&amp;gt;Decision Theory and Multicriteria Analysis topics. Situations of risk and uncertainty.&amp;lt;br/&amp;gt;Structuring of decision alternatives and criteria. Decision trees. Decision problems with multiple criteria. Sensitivity and &amp;quot;what-if&amp;quot; analysis.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;6.&amp;lt;br/&amp;gt;Simulation models: general structure and domain of application. Queues: brief introduction to theory, models and applications. Statistical and event-driven simulation. Simulation and decision support.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;1.&amp;lt;br/&amp;gt;Organizations and decision processes. Decision levels, complexity and analysis paradigms.&amp;lt;br/&amp;gt;The role of quantitative models and methods in decision making.&amp;lt;br/&amp;gt;The use of spreadsheets.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;2.&amp;lt;br/&amp;gt;Structuring of decision processes. Influence diagrams.&amp;lt;br/&amp;gt;Fundamental skills in spreadsheet modelling.&amp;lt;br/&amp;gt;Organization of models in spreadsheets.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;3.&amp;lt;br/&amp;gt;Formulation of problems and optimization models: linear programming and extensions. Optimization methods and computational tools for optimizations.&amp;lt;br/&amp;gt;Transportation and assignment problems.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;4.&amp;lt;br/&amp;gt;Network problems: floex, paths; trees - models and algorithms.&amp;lt;br/&amp;gt;Combinatorial optimization problems: heuristic method for practical problems solution - design and implementation.&amp;lt;br/&amp;gt;Integer programming models.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;5.&amp;lt;br/&amp;gt;Decision Theory and Multicriteria Analysis topics. Situations of risk and uncertainty.&amp;lt;br/&amp;gt;Structuring of decision alternatives and criteria. Decision trees. Decision problems with multiple criteria. Sensitivity and &amp;quot;what-if&amp;quot; analysis.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;6.&amp;lt;br/&amp;gt;Simulation models: general structure and domain of application. Queues: brief introduction to theory, models and applications. Statistical and event-driven simulation. Simulation and decision support.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 13:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 13:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;Visit the [http://sigarra.up.pt/feup_uk/disciplinas_geral.FormView?P_CAD_CODIGO=ESG0005&amp;amp;P_ANO_LECTIVO=2011/2012&amp;amp;P_PERIODO=1S Decision Support Systems Course Site].&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;Visit the [http://sigarra.up.pt/feup_uk/disciplinas_geral.FormView?P_CAD_CODIGO=ESG0005&amp;amp;P_ANO_LECTIVO=2011/2012&amp;amp;P_PERIODO=1S Decision Support Systems Course Site].&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;minus;&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;[[SSKE Knowledge/isPartOfProgram::FEUP MESG - Services Engineering and Management| ]]&lt;/del&gt;[[SSKE Knowledge/isTaughtBy::Sousa,Jorge Pinho | ]]&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt; &lt;/ins&gt;[[SSKE Knowledge/isTaughtBy::Sousa,Jorge Pinho | ]]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[[Category:SSKE Knowledge/University Course|SSKE_Knowledge/University_Course]]&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[[Category:SSKE Knowledge/University Course|SSKE_Knowledge/University_Course]]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Adminsske</name></author>	</entry>

	<entry>
		<id>http://sske.cloud.upb.ro/wiki/index.php?title=MESG_-_Decision_Support_Systems&amp;diff=2010&amp;oldid=prev</id>
		<title>Adminsske at 23:46, 18 May 2012</title>
		<link rel="alternate" type="text/html" href="http://sske.cloud.upb.ro/wiki/index.php?title=MESG_-_Decision_Support_Systems&amp;diff=2010&amp;oldid=prev"/>
				<updated>2012-05-18T23:46:59Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: white; color:black;&quot;&gt;
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		&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;← Older revision&lt;/td&gt;
		&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;Revision as of 23:46, 18 May 2012&lt;/td&gt;
		&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&amp;lt;span style=&amp;quot;font-size:large&amp;quot;&amp;gt;[[SSKE Knowledge/isPartOfProgram::FEUP MESG - Services Engineering and Management]]&amp;lt;/span&amp;gt;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&amp;lt;span style=&amp;quot;font-size:large&amp;quot;&amp;gt;[[SSKE Knowledge/isPartOfProgram::FEUP MESG - Services Engineering and Management]]&amp;lt;/span&amp;gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;minus;&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;=&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;= &lt;/del&gt;Decision Support Systems Course &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;==&lt;/del&gt;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;&amp;lt;span style&lt;/ins&gt;=&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;&amp;quot;font-size:large&amp;quot;&amp;gt;&lt;/ins&gt;Decision Support Systems Course&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;&amp;lt;/span&amp;gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;minus;&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;'''&lt;/del&gt;Objectives, Skills and Learning Outcomes&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;'''&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;- understand the complexity and quantitative and qualitative aspects of decision making processes, using simple approaches for their structuring;&amp;lt;br/&amp;gt;- be able to create spreadsheet models and develop tools for decision support;&amp;lt;br/&amp;gt;- use general concepts and principles of Decision Theory and Multicriteria Analysis, to structure decision alternatives and criteria;&amp;lt;br/&amp;gt;- be able to perform data analysis and modelling, as well as sensitivity and scenario analysis;&amp;lt;br/&amp;gt;- use optimization, heuristic and simulation models and algorithms, to suppor the solution of decision problems;&amp;lt;br/&amp;gt;- understand the problems associated with the design of Decision Support Systems e be able to contribute to their specification.&lt;/del&gt;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;=== &lt;/ins&gt;Objectives, Skills and Learning Outcomes &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;===&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;minus;&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;&amp;lt;br/&amp;gt;'''Program'''&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;1.&amp;lt;br/&amp;gt;Organizations and decision processes. Decision levels, &lt;/del&gt;complexity and &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;analysis paradigms.&amp;lt;br/&amp;gt;The role of &lt;/del&gt;quantitative &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;models &lt;/del&gt;and &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;methods in &lt;/del&gt;decision making&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;.&amp;lt;br/&amp;gt;The use of spreadsheets.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;2.&amp;lt;br/&amp;gt;Structuring of decision &lt;/del&gt;processes&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;. Influence diagrams.&lt;/del&gt;&amp;lt;br/&amp;gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;Fundamental skills in &lt;/del&gt;spreadsheet &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;modelling.&amp;lt;br/&amp;gt;Organization of &lt;/del&gt;models &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;in spreadsheets.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;3.&amp;lt;br/&amp;gt;Formulation of problems &lt;/del&gt;and &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;optimization models: linear programming and extensions. Optimization methods and computational &lt;/del&gt;tools for &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;optimizations.&amp;lt;br/&amp;gt;Transportation and assignment problems.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;4.&amp;lt;br/&amp;gt;Network problems: floex, paths&lt;/del&gt;; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;trees - models and algorithms.&lt;/del&gt;&amp;lt;br/&amp;gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;Combinatorial optimization problems: heuristic method for practical problems solution &lt;/del&gt;- &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;design &lt;/del&gt;and &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;implementation.&amp;lt;br/&amp;gt;Integer programming models.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;5.&amp;lt;br/&amp;gt;&lt;/del&gt;Decision Theory and Multicriteria Analysis &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;topics. Situations of risk &lt;/del&gt;and &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;uncertainty.&lt;/del&gt;&amp;lt;br/&amp;gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;Structuring of decision alternatives &lt;/del&gt;and &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;criteria. Decision trees. Decision problems with multiple criteria. Sensitivity &lt;/del&gt;and &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;&amp;quot;what-if&amp;quot; &lt;/del&gt;analysis&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;.&lt;/del&gt;&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;6.&amp;lt;br/&amp;gt;Simulation models: general structure and domain &lt;/del&gt;of &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;application. Queues: brief introduction &lt;/del&gt;to &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;theory, models and applications. Statistical and event-driven simulation. Simulation and decision support&lt;/del&gt;.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;- understand the &lt;/ins&gt;complexity and quantitative and &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;qualitative aspects of &lt;/ins&gt;decision making processes&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;, using simple approaches for their structuring;&lt;/ins&gt;&amp;lt;br/&amp;gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;- be able to create &lt;/ins&gt;spreadsheet models and &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;develop &lt;/ins&gt;tools for &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;decision support&lt;/ins&gt;;&amp;lt;br/&amp;gt;- &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;use general concepts &lt;/ins&gt;and &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;principles of &lt;/ins&gt;Decision Theory and Multicriteria Analysis&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;, to structure decision alternatives &lt;/ins&gt;and &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;criteria;&lt;/ins&gt;&amp;lt;br/&amp;gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;- be able to perform data analysis &lt;/ins&gt;and &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;modelling, as well as sensitivity &lt;/ins&gt;and &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;scenario &lt;/ins&gt;analysis&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;;&lt;/ins&gt;&amp;lt;br/&amp;gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;- use optimization, heuristic and simulation models and algorithms, to suppor the solution of decision problems;&lt;/ins&gt;&amp;lt;br/&amp;gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;- understand the problems associated with the design &lt;/ins&gt;of &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;Decision Support Systems e be able &lt;/ins&gt;to &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;contribute to their specification&lt;/ins&gt;.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;minus;&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;Visit the [http:&lt;/del&gt;/&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;/sigarra.up.pt/feup_uk/disciplinas_geral.FormView?P_CAD_CODIGO&lt;/del&gt;=&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;ESG0005&amp;amp;P_ANO_LECTIVO&lt;/del&gt;=&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;2011/2012&amp;amp;P_PERIODO&lt;/del&gt;=&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;1S Decision Support Systems Course Site].&lt;/del&gt;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;=== &amp;lt;br&lt;/ins&gt;/&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;&amp;gt;'''Program''' &lt;/ins&gt;===&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;minus;&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;[Category&lt;/del&gt;:&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;SSKE Knowledge&lt;/del&gt;/&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;University &lt;/del&gt;Course]&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;]&lt;/del&gt;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;1.&amp;lt;br/&amp;gt;Organizations and decision processes. Decision levels, complexity and analysis paradigms.&amp;lt;br/&amp;gt;The role of quantitative models and methods in decision making.&amp;lt;br/&amp;gt;The use of spreadsheets.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;2.&amp;lt;br/&amp;gt;Structuring of decision processes. Influence diagrams.&amp;lt;br/&amp;gt;Fundamental skills in spreadsheet modelling.&amp;lt;br/&amp;gt;Organization of models in spreadsheets.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;3.&amp;lt;br/&amp;gt;Formulation of problems and optimization models: linear programming and extensions. Optimization methods and computational tools for optimizations.&amp;lt;br/&amp;gt;Transportation and assignment problems.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;4.&amp;lt;br/&amp;gt;Network problems: floex, paths; trees - models and algorithms.&amp;lt;br/&amp;gt;Combinatorial optimization problems: heuristic method for practical problems solution - design and implementation.&amp;lt;br/&amp;gt;Integer programming models.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;5.&amp;lt;br/&amp;gt;Decision Theory and Multicriteria Analysis topics. Situations of risk and uncertainty.&amp;lt;br/&amp;gt;Structuring of decision alternatives and criteria. Decision trees. Decision problems with multiple criteria. Sensitivity and &amp;quot;what-if&amp;quot; analysis.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;6.&amp;lt;br/&amp;gt;Simulation models: general structure and domain of application. Queues: brief introduction to theory, models and applications. Statistical and event-driven simulation. Simulation and decision support.&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;Visit the &lt;/ins&gt;[&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;http&lt;/ins&gt;:/&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;/sigarra.up.pt/feup_uk/disciplinas_geral.FormView?P_CAD_CODIGO=ESG0005&amp;amp;P_ANO_LECTIVO=2011/2012&amp;amp;P_PERIODO=1S Decision Support Systems &lt;/ins&gt;Course &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;Site&lt;/ins&gt;]&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;.&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[[SSKE Knowledge/isPartOfProgram::FEUP MESG - Services Engineering and Management| ]][[SSKE Knowledge/isTaughtBy::Sousa,Jorge Pinho | ]]&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;[[SSKE Knowledge/isPartOfProgram::FEUP MESG - Services Engineering and Management| ]][[SSKE Knowledge/isTaughtBy::Sousa,Jorge Pinho | ]]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;color: red; font-weight: bold; text-decoration: none;&quot;&gt;[[Category:SSKE Knowledge/University Course|SSKE_Knowledge/University_Course]]&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Adminsske</name></author>	</entry>

	<entry>
		<id>http://sske.cloud.upb.ro/wiki/index.php?title=MESG_-_Decision_Support_Systems&amp;diff=2009&amp;oldid=prev</id>
		<title>Adminsske at 23:45, 18 May 2012</title>
		<link rel="alternate" type="text/html" href="http://sske.cloud.upb.ro/wiki/index.php?title=MESG_-_Decision_Support_Systems&amp;diff=2009&amp;oldid=prev"/>
				<updated>2012-05-18T23:45:25Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: white; color:black;&quot;&gt;
			&lt;col class='diff-marker' /&gt;
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			&lt;col class='diff-content' /&gt;
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		&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;← Older revision&lt;/td&gt;
		&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;Revision as of 23:45, 18 May 2012&lt;/td&gt;
		&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;minus;&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;=&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;= &lt;/del&gt;[[&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;Index.php&lt;/del&gt;/FEUP MESG - Services Engineering and Management&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;|Service Engineering and Management MESG Master Program&lt;/del&gt;]] &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;==&lt;/del&gt;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;&amp;lt;span style&lt;/ins&gt;=&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;&amp;quot;font-size:large&amp;quot;&amp;gt;&lt;/ins&gt;[[&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;SSKE Knowledge&lt;/ins&gt;/&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;isPartOfProgram::&lt;/ins&gt;FEUP MESG - Services Engineering and Management]]&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;&amp;lt;/span&amp;gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;== Decision Support Systems Course ==&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;== Decision Support Systems Course ==&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Adminsske</name></author>	</entry>

	<entry>
		<id>http://sske.cloud.upb.ro/wiki/index.php?title=MESG_-_Decision_Support_Systems&amp;diff=1671&amp;oldid=prev</id>
		<title>Adminsske at 13:20, 15 May 2012</title>
		<link rel="alternate" type="text/html" href="http://sske.cloud.upb.ro/wiki/index.php?title=MESG_-_Decision_Support_Systems&amp;diff=1671&amp;oldid=prev"/>
				<updated>2012-05-15T13:20:43Z</updated>
		
		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: white; color:black;&quot;&gt;
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		&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;← Older revision&lt;/td&gt;
		&lt;td colspan='2' style=&quot;background-color: white; color:black;&quot;&gt;Revision as of 13:20, 15 May 2012&lt;/td&gt;
		&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;minus;&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;== [[&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;index&lt;/del&gt;.php/&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;FEUP_MESG_&lt;/del&gt;-&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;_Services_Engineering_and_Management&lt;/del&gt;|Service Engineering and Management MESG Master Program]] ==&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;== [[&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;Index&lt;/ins&gt;.php/&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;FEUP MESG &lt;/ins&gt;- &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;Services Engineering and Management&lt;/ins&gt;|Service Engineering and Management MESG Master Program]] ==&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;== Decision Support Systems Course ==&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;== Decision Support Systems Course ==&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 9:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 9:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;Visit the [http://sigarra.up.pt/feup_uk/disciplinas_geral.FormView?P_CAD_CODIGO=ESG0005&amp;amp;P_ANO_LECTIVO=2011/2012&amp;amp;P_PERIODO=1S Decision Support Systems Course Site].&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;Visit the [http://sigarra.up.pt/feup_uk/disciplinas_geral.FormView?P_CAD_CODIGO=ESG0005&amp;amp;P_ANO_LECTIVO=2011/2012&amp;amp;P_PERIODO=1S Decision Support Systems Course Site].&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;&amp;#160;&lt;/td&gt;&lt;td style=&quot;background: #eee; color:black; font-size: smaller;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;&amp;minus;&lt;/td&gt;&lt;td style=&quot;background: #ffa; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;&amp;lt;br&lt;/del&gt;/&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;&amp;gt;&lt;/del&gt;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;[[Category:SSKE Knowledge&lt;/ins&gt;/&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;University Course]]&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&amp;#160;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot;&gt;&amp;#160;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;background: #cfc; color:black; font-size: smaller;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;[[SSKE Knowledge/isPartOfProgram::FEUP MESG - Services Engineering and Management| ]][[SSKE Knowledge/isTaughtBy::Sousa,Jorge Pinho | ]]&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Adminsske</name></author>	</entry>

	<entry>
		<id>http://sske.cloud.upb.ro/wiki/index.php?title=MESG_-_Decision_Support_Systems&amp;diff=1670&amp;oldid=prev</id>
		<title>Adminsske: Created page with &quot;== Service Engineering and Management MESG Master Program ==  == Decision Support Systems Course ==  '''Objectives, ...&quot;</title>
		<link rel="alternate" type="text/html" href="http://sske.cloud.upb.ro/wiki/index.php?title=MESG_-_Decision_Support_Systems&amp;diff=1670&amp;oldid=prev"/>
				<updated>2012-05-15T13:19:10Z</updated>
		
		<summary type="html">&lt;p&gt;Created page with &amp;quot;== &lt;a href=&quot;/wiki/index.php?title=Index.php/FEUP_MESG_-_Services_Engineering_and_Management&amp;amp;action=edit&amp;amp;redlink=1&quot; class=&quot;new&quot; title=&quot;Index.php/FEUP MESG - Services Engineering and Management (page does not exist)&quot;&gt;Service Engineering and Management MESG Master Program&lt;/a&gt; ==  == Decision Support Systems Course ==  &amp;#039;&amp;#039;&amp;#039;Objectives, ...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;== [[index.php/FEUP_MESG_-_Services_Engineering_and_Management|Service Engineering and Management MESG Master Program]] ==&lt;br /&gt;
&lt;br /&gt;
== Decision Support Systems Course ==&lt;br /&gt;
&lt;br /&gt;
'''Objectives, Skills and Learning Outcomes'''&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;- understand the complexity and quantitative and qualitative aspects of decision making processes, using simple approaches for their structuring;&amp;lt;br/&amp;gt;- be able to create spreadsheet models and develop tools for decision support;&amp;lt;br/&amp;gt;- use general concepts and principles of Decision Theory and Multicriteria Analysis, to structure decision alternatives and criteria;&amp;lt;br/&amp;gt;- be able to perform data analysis and modelling, as well as sensitivity and scenario analysis;&amp;lt;br/&amp;gt;- use optimization, heuristic and simulation models and algorithms, to suppor the solution of decision problems;&amp;lt;br/&amp;gt;- understand the problems associated with the design of Decision Support Systems e be able to contribute to their specification.&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br/&amp;gt;'''Program'''&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;1.&amp;lt;br/&amp;gt;Organizations and decision processes. Decision levels, complexity and analysis paradigms.&amp;lt;br/&amp;gt;The role of quantitative models and methods in decision making.&amp;lt;br/&amp;gt;The use of spreadsheets.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;2.&amp;lt;br/&amp;gt;Structuring of decision processes. Influence diagrams.&amp;lt;br/&amp;gt;Fundamental skills in spreadsheet modelling.&amp;lt;br/&amp;gt;Organization of models in spreadsheets.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;3.&amp;lt;br/&amp;gt;Formulation of problems and optimization models: linear programming and extensions. Optimization methods and computational tools for optimizations.&amp;lt;br/&amp;gt;Transportation and assignment problems.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;4.&amp;lt;br/&amp;gt;Network problems: floex, paths; trees - models and algorithms.&amp;lt;br/&amp;gt;Combinatorial optimization problems: heuristic method for practical problems solution - design and implementation.&amp;lt;br/&amp;gt;Integer programming models.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;5.&amp;lt;br/&amp;gt;Decision Theory and Multicriteria Analysis topics. Situations of risk and uncertainty.&amp;lt;br/&amp;gt;Structuring of decision alternatives and criteria. Decision trees. Decision problems with multiple criteria. Sensitivity and &amp;quot;what-if&amp;quot; analysis.&amp;lt;br/&amp;gt;&amp;lt;br/&amp;gt;6.&amp;lt;br/&amp;gt;Simulation models: general structure and domain of application. Queues: brief introduction to theory, models and applications. Statistical and event-driven simulation. Simulation and decision support.&lt;br /&gt;
&lt;br /&gt;
Visit the [http://sigarra.up.pt/feup_uk/disciplinas_geral.FormView?P_CAD_CODIGO=ESG0005&amp;amp;P_ANO_LECTIVO=2011/2012&amp;amp;P_PERIODO=1S Decision Support Systems Course Site].&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br/&amp;gt;&lt;/div&gt;</summary>
		<author><name>Adminsske</name></author>	</entry>

	</feed>