SlideShare a Scribd company logo
1 of 10
Decision
Theory
SAGAR KHAIRNAR
Decision Making
A decision may be defined as the selection of the action by the decision maker which is considered to
be the best according to some predetermined standard from amongst the available options
Steps in Decision Making
STEP 1 STEP 2 STEP 3 STEP 4
Identification of
all possible
outcomes called
as state of nature
or events
Identification of
all courses of
action called as
acts
Determination of
Payoff Function
Choosing from
among the
alternatives, the
best possible
action on the
basis of some
criterion
Terminologies
 The Decision Maker
The decision maker may be an individual or a group of individuals who is responsible for
making the selection of the course of action from a set of possible courses of action
 State of Nature
They are also known as events. States of Nature are various possible outcomes or occurrences
which are outside the decision makers control and they determine the level of success for a
given act
 Course of Action or Acts
The acts are alternative course of action or strategies that are available to the decision maker.
The decision maker has control over the choices of these acts.
Terminologies
 Payoff
It measures the net benefit resulting from each combination of a state of nature and a course
of action . The payoff values are also known as conditional profit values or conditional
economic consequences.
 Payoff Table
A tabular arrangement of conditional payoff values is known as payoff matrix
Suppose there are m possible states of nature or events 𝑆1, 𝑆2, 𝑆3, … , 𝑆 𝑚
And n course of action or acts or strategies 𝐴1, 𝐴2, 𝐴3, … , 𝐴 𝑛
𝑃𝑖𝑗 = the payoff corresponding to the strategy 𝐴𝑗 of the decision maker under the state of nature 𝑆𝑖
Totally there are mn payoff values
Terminologies
State of
Nature
Acts
𝐴1 𝐴2 𝐴3 --- ---- 𝐴 𝑛
𝑆1 𝑃11 𝑃12 𝑃13 𝑃1𝑛
𝑆2 𝑃21 𝑃22 𝑃23 𝑃2𝑛
𝑆3 𝑃31 𝑃32 𝑃33 𝑃3𝑛
-----
𝑆 𝑚 𝑃 𝑚1 𝑃 𝑚2 𝑃 𝑚3 𝑃𝑚𝑛
Types of Decision Making Environments
1 2 3 4
Decision making
under certainty
Decision making
under uncertainty
Decision making
under risk
Decision making
under conflict
Decision Making Under Certainty
In this case the decision maker has the complete knowledge of the consequences of every alternative
or decision choice. Here the decision maker presumes hat only one state of nature is relevant for this
purpose. He identifies this state of nature , takes it for granted and presumes complete knowledge as
to its occurrence.
Decision Making Under Uncertainty
In this case the decision maker faces multiple state of nature but has no means to arrive aat the
probability values to the likelihood of occurrences of these state of nature .
Decision Making Under Risk
In this case the decision maker has to faces several state of nature. But he has some knowledge or
experience to assign probabilities value to the likely occurrences of these states of nature. The
objective is to maximize the expected profit or minimize the expected opportunity loss.

More Related Content

Similar to Introduction to Decision theory

Decision making
Decision makingDecision making
Decision making
Lavan Yaa
 
Certainity ,uncertainity and risk of decision making
Certainity ,uncertainity and risk of decision makingCertainity ,uncertainity and risk of decision making
Certainity ,uncertainity and risk of decision making
kagil
 
Business decision, resource mgt and cost benefit analysis
Business decision, resource mgt and cost benefit analysisBusiness decision, resource mgt and cost benefit analysis
Business decision, resource mgt and cost benefit analysis
Mohammed Jasir PV
 

Similar to Introduction to Decision theory (20)

Decision making under condition of risk and uncertainty
Decision making under condition of risk and uncertaintyDecision making under condition of risk and uncertainty
Decision making under condition of risk and uncertainty
 
Ma ed204 The Nature of Managerial Decision Making
Ma ed204 The Nature of Managerial Decision MakingMa ed204 The Nature of Managerial Decision Making
Ma ed204 The Nature of Managerial Decision Making
 
Qt decision theory
Qt decision theoryQt decision theory
Qt decision theory
 
Decision situation
Decision situationDecision situation
Decision situation
 
Decision making
Decision makingDecision making
Decision making
 
Decision theory
Decision theoryDecision theory
Decision theory
 
Unit 1 or
Unit 1 orUnit 1 or
Unit 1 or
 
Decision theory
Decision theoryDecision theory
Decision theory
 
Decision making
Decision makingDecision making
Decision making
 
Decision making
Decision makingDecision making
Decision making
 
Supervision of Instruction and Analysis of Teaching Report.pptx
Supervision of Instruction and Analysis of Teaching Report.pptxSupervision of Instruction and Analysis of Teaching Report.pptx
Supervision of Instruction and Analysis of Teaching Report.pptx
 
Decision Making
Decision MakingDecision Making
Decision Making
 
Decision making
Decision makingDecision making
Decision making
 
Introduction to Risk Management
Introduction to Risk ManagementIntroduction to Risk Management
Introduction to Risk Management
 
Book 2 chapter-6
Book 2 chapter-6Book 2 chapter-6
Book 2 chapter-6
 
Decision Analysis
Decision AnalysisDecision Analysis
Decision Analysis
 
Decision making.docx
Decision making.docxDecision making.docx
Decision making.docx
 
Certainity ,uncertainity and risk of decision making
Certainity ,uncertainity and risk of decision makingCertainity ,uncertainity and risk of decision making
Certainity ,uncertainity and risk of decision making
 
Business decision, resource mgt and cost benefit analysis
Business decision, resource mgt and cost benefit analysisBusiness decision, resource mgt and cost benefit analysis
Business decision, resource mgt and cost benefit analysis
 
Human Behavior and Decision Making Concept
Human Behavior and Decision Making ConceptHuman Behavior and Decision Making Concept
Human Behavior and Decision Making Concept
 

More from Sagar Khairnar (12)

6 discount
6 discount6 discount
6 discount
 
5 partnership
5 partnership5 partnership
5 partnership
 
4 profit and loss
4 profit and loss4 profit and loss
4 profit and loss
 
3 percentages
3 percentages3 percentages
3 percentages
 
2 propotion
2 propotion2 propotion
2 propotion
 
1 ratio
1 ratio1 ratio
1 ratio
 
Special graph
Special graphSpecial graph
Special graph
 
Operations on graph
Operations on graphOperations on graph
Operations on graph
 
Graph theory introduction
Graph theory introductionGraph theory introduction
Graph theory introduction
 
Isomorphism
IsomorphismIsomorphism
Isomorphism
 
Decision making under uncertainty
Decision making under uncertaintyDecision making under uncertainty
Decision making under uncertainty
 
Probability Distribution
Probability DistributionProbability Distribution
Probability Distribution
 

Recently uploaded

The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptx
negromaestrong
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
ciinovamais
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
QucHHunhnh
 

Recently uploaded (20)

Dyslexia AI Workshop for Slideshare.pptx
Dyslexia AI Workshop for Slideshare.pptxDyslexia AI Workshop for Slideshare.pptx
Dyslexia AI Workshop for Slideshare.pptx
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701
 
Magic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptxMagic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptx
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
SKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptx
SKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptxSKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptx
SKILL OF INTRODUCING THE LESSON MICRO SKILLS.pptx
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptx
 
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Unit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxUnit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptx
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 

Introduction to Decision theory

  • 2. Decision Making A decision may be defined as the selection of the action by the decision maker which is considered to be the best according to some predetermined standard from amongst the available options
  • 3. Steps in Decision Making STEP 1 STEP 2 STEP 3 STEP 4 Identification of all possible outcomes called as state of nature or events Identification of all courses of action called as acts Determination of Payoff Function Choosing from among the alternatives, the best possible action on the basis of some criterion
  • 4. Terminologies  The Decision Maker The decision maker may be an individual or a group of individuals who is responsible for making the selection of the course of action from a set of possible courses of action  State of Nature They are also known as events. States of Nature are various possible outcomes or occurrences which are outside the decision makers control and they determine the level of success for a given act  Course of Action or Acts The acts are alternative course of action or strategies that are available to the decision maker. The decision maker has control over the choices of these acts.
  • 5. Terminologies  Payoff It measures the net benefit resulting from each combination of a state of nature and a course of action . The payoff values are also known as conditional profit values or conditional economic consequences.  Payoff Table A tabular arrangement of conditional payoff values is known as payoff matrix Suppose there are m possible states of nature or events 𝑆1, 𝑆2, 𝑆3, … , 𝑆 𝑚 And n course of action or acts or strategies 𝐴1, 𝐴2, 𝐴3, … , 𝐴 𝑛 𝑃𝑖𝑗 = the payoff corresponding to the strategy 𝐴𝑗 of the decision maker under the state of nature 𝑆𝑖 Totally there are mn payoff values
  • 6. Terminologies State of Nature Acts 𝐴1 𝐴2 𝐴3 --- ---- 𝐴 𝑛 𝑆1 𝑃11 𝑃12 𝑃13 𝑃1𝑛 𝑆2 𝑃21 𝑃22 𝑃23 𝑃2𝑛 𝑆3 𝑃31 𝑃32 𝑃33 𝑃3𝑛 ----- 𝑆 𝑚 𝑃 𝑚1 𝑃 𝑚2 𝑃 𝑚3 𝑃𝑚𝑛
  • 7. Types of Decision Making Environments 1 2 3 4 Decision making under certainty Decision making under uncertainty Decision making under risk Decision making under conflict
  • 8. Decision Making Under Certainty In this case the decision maker has the complete knowledge of the consequences of every alternative or decision choice. Here the decision maker presumes hat only one state of nature is relevant for this purpose. He identifies this state of nature , takes it for granted and presumes complete knowledge as to its occurrence.
  • 9. Decision Making Under Uncertainty In this case the decision maker faces multiple state of nature but has no means to arrive aat the probability values to the likelihood of occurrences of these state of nature .
  • 10. Decision Making Under Risk In this case the decision maker has to faces several state of nature. But he has some knowledge or experience to assign probabilities value to the likely occurrences of these states of nature. The objective is to maximize the expected profit or minimize the expected opportunity loss.