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SHRI RAMSWAROOP MEMORIAL UNIVERSITY
OPERATION RESEARCH(MMG2014)
SUBMITTED TO
• DR.KAVITA SINGH
SUBMITTED BY
• SURAJ YADAV (65)
• PANKAJ KUMAR YADAV(82)
• SAYYED ALTAMASH(106)
• SARVESH PANDEY(113)
• ABDUR RAHMAN CHOUDHARY(002)HC
DECISION TREE
DECISION TREE ANALYSIS
•A decision tree is a graphic device of decision
making process.
•It is a graphical presentation of the various
alternatives.
•It is also known as tree diagram.
DECISION TREE
• A decision tree is a decision support tool that uses a tree like
graph or model of decision and their possible consequences
,including chance event outcomes resource costs and utility.
• It is one way to display an algorithm.
• Decision tree are commonly used in operation research ,
specially in decision analysis to help identify a strategy most
likely to reach a goal.
TYPES OF NODES
• Decision nodes- commonly represented by square.
• Chance nodes- represented by circles.
• End nodes- represented by triangle.
• A DECISION tree has burst nodes.
EXAMPLE
• A GLASS FACTORY THAT SPECIALIZEZ IN CRYSTAL IS DEVELOPING A
SUBSTANTIAL BACK LOG AND FOR THIS THE FIRM MANAGEMENT IS
CONSIDERING THREE COURCES OF ACTION; THE CORRECT CHOICES DEPENDS
LARGELY UPON THE FUTURE DEMAND , WHICH MAY BE LOW MEDIUM OR HIGH
• 1 SHOW THIS DECISION SITUATION IN THE FORM OF A DECION TREE
• 2 INDICATE THE MOST PREFFERED DECISION
• 3 CORRESPONDING EXPECTED VALUE
EXPECTED MONETARY VALUE
• EMV=(0.1x10)+(o.50x50)+(0.40x50)=46
• EMV=(0.10x20)+(0.50x60)+(0.40x100)=68
• EMV=(0.10x150)+(0.50x20)+(0.40x200)=75
Highest EMV will be selected so,S3 will be selected
TO FIND OUT MOST PREFERRED ALTERNATIVE
• ALWAYS FIND OUT
• EMV
EXPECTED VALUE OF SAMPLE INFORMATION
• WAY OF MEASURING MARKET INFORMATION.
• IS INCREASE IN EXPECTED VALUE RESULTING FROM THE SAMPLE INFORMATION.
• Evsi=(ev with SI +COST) – (EV WITHOUT SI)
• (75+200)-(46)
• 229
• 229 ARE NEED FOR MARKET STUDY
EFFICIENCY OF SAMPLE INFORMATION
•Efficiency of sample information = EVSI/EVPI
x 100%
•If the sample information was perfect then
the efficiency would be 100%
•EVSI / EVPI x100%
SENSITIVITY ANALYSIS
• EMV (NODE-1)
• (-150)P – (1-P)10
• -150P +10P-P
• -140P-10
• -140P=10
• P=10/-140=0.0714

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PANKAJ.pptx

  • 1. SHRI RAMSWAROOP MEMORIAL UNIVERSITY OPERATION RESEARCH(MMG2014) SUBMITTED TO • DR.KAVITA SINGH SUBMITTED BY • SURAJ YADAV (65) • PANKAJ KUMAR YADAV(82) • SAYYED ALTAMASH(106) • SARVESH PANDEY(113) • ABDUR RAHMAN CHOUDHARY(002)HC
  • 3. DECISION TREE ANALYSIS •A decision tree is a graphic device of decision making process. •It is a graphical presentation of the various alternatives. •It is also known as tree diagram.
  • 4. DECISION TREE • A decision tree is a decision support tool that uses a tree like graph or model of decision and their possible consequences ,including chance event outcomes resource costs and utility. • It is one way to display an algorithm. • Decision tree are commonly used in operation research , specially in decision analysis to help identify a strategy most likely to reach a goal.
  • 5. TYPES OF NODES • Decision nodes- commonly represented by square. • Chance nodes- represented by circles. • End nodes- represented by triangle. • A DECISION tree has burst nodes.
  • 6. EXAMPLE • A GLASS FACTORY THAT SPECIALIZEZ IN CRYSTAL IS DEVELOPING A SUBSTANTIAL BACK LOG AND FOR THIS THE FIRM MANAGEMENT IS CONSIDERING THREE COURCES OF ACTION; THE CORRECT CHOICES DEPENDS LARGELY UPON THE FUTURE DEMAND , WHICH MAY BE LOW MEDIUM OR HIGH • 1 SHOW THIS DECISION SITUATION IN THE FORM OF A DECION TREE • 2 INDICATE THE MOST PREFFERED DECISION • 3 CORRESPONDING EXPECTED VALUE
  • 7.
  • 8. EXPECTED MONETARY VALUE • EMV=(0.1x10)+(o.50x50)+(0.40x50)=46 • EMV=(0.10x20)+(0.50x60)+(0.40x100)=68 • EMV=(0.10x150)+(0.50x20)+(0.40x200)=75 Highest EMV will be selected so,S3 will be selected
  • 9.
  • 10. TO FIND OUT MOST PREFERRED ALTERNATIVE • ALWAYS FIND OUT • EMV
  • 11. EXPECTED VALUE OF SAMPLE INFORMATION • WAY OF MEASURING MARKET INFORMATION. • IS INCREASE IN EXPECTED VALUE RESULTING FROM THE SAMPLE INFORMATION. • Evsi=(ev with SI +COST) – (EV WITHOUT SI) • (75+200)-(46) • 229 • 229 ARE NEED FOR MARKET STUDY
  • 12. EFFICIENCY OF SAMPLE INFORMATION •Efficiency of sample information = EVSI/EVPI x 100% •If the sample information was perfect then the efficiency would be 100% •EVSI / EVPI x100%
  • 13. SENSITIVITY ANALYSIS • EMV (NODE-1) • (-150)P – (1-P)10 • -150P +10P-P • -140P-10 • -140P=10 • P=10/-140=0.0714