SlideShare a Scribd company logo
PRESENTATION ON
“ DECISION AND RISK ANALYSIS”
Presented by:
Indra Bahadur Biswakarma
Mechanical Engineer
Date: 04/12/2073
OUTLINE
 Introduction to decision making
 Understanding risk and uncertainty
 Understanding Expected monetary value( EMV)
2
DECISION MAKING
Definition
 Decision making is the process of making choice or
selecting one option among the available and
known alternatives.
3
DECISION MAKING...
Components
4
Decision Environment
( the collection of
information, alternatives,
values and preferences)
 ( ideal- if given all
possible information and
alternatives accurately, but
due to time limitation, both
are constraint)
Quantity of
information
Human mind
process Limited data,
if more processing is
biased towards first
part
Decision Stream
Out of or on the
basis of many
parallel possible
decision,Choose1
Madden decision
affects further
decision and
available
alternatives
DECISION MAKING...
Concepts
a. Information:
-this is knowledge about decision, its effects,
alternatives and probabilities of alternatives
(substantial information is desirable, more info,
reduce quality of decision)
b. Alternatives :
- diff. Possibilities
c. Criteria:
-criteria of alternatives (e.g. Nano car ranks 1 for
cost but Toyota ranks1 for safety, which to choose,
cost and safety is criteria) 5
DECISION MAKING...
d. Goals:
e. Values
- ( in terms of price, satisfaction, safety etc)
f. Preference
-( philoshopy, moral hierarchy e.g. Gods, family, religion,
society etc. )
g. Decision Quality
-(rating of good or bad decision, good decision may
have good or bad outcomes, e.g. For terrorist.)
h. Acceptance
-( affecting/implementing ones must accept the
decision)
6
DECISION MAKING...
Strategies
7
1. Optimizing
 Strategy of
choosing
best possible
soln. to the
problem from
many
alternatives
2. Satisficing
Choosing
satisfactory
and sufficient
alternatives
(e.g.. Buy
inexpensive
mobile)
3. Maximax
Selecting
alternative
based on
their
maximum
payoff.
Optimistic
For risk
takers, not
considering
loss
4. Maximin
“Maximize
the minimum”
Decision
based on worst
possible
outcomes.
Pessimistic
A protect
strategy,
DECISION MAKING...
Procedures
“ I Get De Ra Ra Decision”
1. Identify decision to make and goals
2. Get facts
3. DEvelops alternatives
4. Rate each alternatives
5. Rate risk of each alternatives (in ratios/grade)
6. Make decision
8
RISK MANAGEMENT
Introduction
 An evaluation of potential risks can shows at early
stage whether or not a proposal is worth pursuing.
 Risk management means identifying/analysing
potential risks so that it can be managed on
ongoing basis.
 Not always risk is proportional to return.
 Risk as trade off- follow cheaper method to save
money, lead to redo work.
9
RISK MANAGEMENT...
Framework of risk management
10
RISK MANAGEMENT...
1. Risk Identification
a. Key risk symptoms-
-put indicator of risk
b. External sources
- get outsider expert opinions
c. TCQ analysis
-Time(critical path analysis, risky activity
might not fall in critical path, check)
- Cost( estimates may vary)
- Quality(assure process done by outsider)
d. Assumptions
11
RISK MANAGEMENT...
2. Risk Quantification (likelihood, effect, hideability)
- how much risky,
- effect of risk (major, minor)
-how fast the problem be detected until be late
3. Risk response control/mitigation
- employ corrective actions
- (give opportunities to explore new ideas)
12
RISK MANAGEMENT...
Different risk Quantification techniques
1. Expected Value
-the Probability of possible occurrence of outcome
(e.g. If a project has 50% chances of yielding a profit
of 30,000,000, expected value=15000000, find
expected value and compare with other)
2. Sensitivity analysis
- here we vary one major input and see the
corresponding change in outcome.
- as the contract price is fixed in advance, project
manager needs to see the effect of fluctuations on
bottom line. 13
RISK MANAGEMENT...
Different risk Quantification techniques…
3. Monte Carlo Simulation
-named after famous monte carlo casino city
-computerized, mathematical technique, which
gives possible outcomes and the probability they
will occur for any choice of action
4. Failure mode effect analysis (FMEA)
-most extensively used in industry
- failure modes are any errors/defects in
process/item, those effects customer and effect
analysis refers to studying the consequences
14
RISK MANAGEMENT...
Different risk Quantification techniques…
4…
- Total risk= Severity*Likelihood*Hideability
( each rated for 1-10 scale)
Thus, FMEA
 Minimize severity
 Minimize likelihood of failure
 Improve the detection
15
RISK MANAGEMENT...
Different risk Quantification techniques…
5. Program Evaluation and Review Technique (PERT)
- here for every event find ( optimistic time(Ot),
pessimistic time (Pt), most likely time (Mt))
- from this we find,
Expected time= (Ot+Pt+4*Mt)/6
- PERT is a method of analyzing the tasks involved in
completing a given project, especially the time
needed to complete each task, and to identify the
minimum time needed to complete the total project.
16
RISK MANAGEMENT...
5. Program Evaluation and Review Technique
(PERT)… (example)
In the following example there are seven tasks,
labeled A through G. Some tasks can be done
concurrently (A and B) while others cannot be done
until their predecessor task is complete (C cannot
begin until A is complete). Additionally, each task
has three time estimates: the optimistic time
estimate (o), the most likely or normal time estimate
(m), and the pessimistic time estimate (p). The
expected time (te) is computed using the formula
(o + 4m + p) ÷ 6. 17
RISK MANAGEMENT...
5. Program Evaluation and Review Technique
(PERT)… (example)
18
RISK MANAGEMENT...
5. Program Evaluation and Review Technique
(PERT)… (example)
19
RISK MANAGEMENT...
Risk Assessment
20
a. Qualitative risk assessment
- Just rank the value 1-10
- All identified risks are plotted
on matrix chart
- On bar chart, probability
along horizontal and impact
along vertical
- Risk= probability*impact,
highest value need attention
but smaller one can be
neglected
b. Quantitative risk assessment
-Assign numbers to risk based on
various risk report, and data
-One important method by
i) expected monetary value
RISK MANAGEMENT...
Risk Assessment…
Quantitaive analysis…
1. Expected Monetary Value (EMV)
 After conducting a qualitative risk analysis, you will
have a list of risk with a priority and urgency
assigned.
 By using EMV, we can quantify each risk
 It compares risk in terms of monetary value, +ve for
opportunities and –Ve for threats
21
RISK MANAGEMENT...
Risk Assessment…
Quantitaive analysis…
1. Expected Monetary Value (EMV)…
Steps
a) Assign probability of risk occurrence
b) Assign monetary value for risk’s impacts
c) EMV= multiply above two
d) Assign +ve sign for opportunity and –ve for threat
Note: in risk management you address both +ve & -ve
22
RISK MANAGEMENT...
1. Expected Monetary Value (EMV)…
Example:
Suppose for a construction company, following are
key project risk:
a)weather (25% chance of snowfall, which cost
$80000), (-ve= threats)
b)cost of construction material (10% chance of cost
drop, which save $100000), (+ve= opportunities)
c) labor turmoil (5% chance of strike, which loss
$150000), (-ve= threats)
23
RISK MANAGEMENT...
1. Expected Monetary Value (EMV)…
Example:
Now, monetary value-
Weather: 25/100* (-$80000)=-$20K
Cost of construction material: 10/100*($100000)=$10K
Labor turmoil: 5/100*(-$150000)=-$7500
EMV= -$20K+$10K-$7500=-$17500
It means if all risk occurs in the project, project would
loss $17500. So, for this, project manager can add
$17500 amount to the budget to compensate. 24
RISK MANAGEMENT...
2. Decision tree analysis for EMV
-Business or project decisions vary with situations,
which in- turn are full with threats and opportunities.
Calculating the Expected Monetary Value of each
possible decision path is a way to quantify each
decision in monetary terms.
Steps
i. Document decision in decision tree
ii. Assign probability of occurrence of that risk for that
decision
iii. Assign monetary value to impact of that risk
iv. Compute EMV for each path 25
RISK MANAGEMENT...
2. Decision tree analysis for EMV
Example
If you have the scenario,
a. Build the new software: (associated cost is
$500,000)
b. Buy the new software: (the associated cost is $750,000)
c. Stay with the legacy software: (the associated cost is
$100,000, for maintenance mainly here)
26
.
.
27
RISK MANAGEMENT...
Example…
Build the new software: $ 2,000,000 * 0.4 = $ 800,000
—Buy the new software: $ 2,000,000 * 0.05 = $ 100,000
—Staying with the legacy software: $ 2,000,000 * 1 = 2,000,000
Now, add the setup costs to each Expected MonetaryValue:
—Build the new software: $ 500,000 + $ 800,000 = $1,300,000
—Buy the new software: $ 750,000 + $ 100,000 = $ 850,000
—Staying with the legacy software: $ 100,000 + $ 2,000,000
= $ 2,100,000
28
.
Thank you
29

More Related Content

What's hot

Decisions Under Risk and Uncertainty - UP.pptx
Decisions Under Risk and Uncertainty - UP.pptxDecisions Under Risk and Uncertainty - UP.pptx
Decisions Under Risk and Uncertainty - UP.pptx
EileenPelo1
 
Risk mangement
Risk mangementRisk mangement
Risk mangementcollege
 
Value at risk
Value at riskValue at risk
Value at risk
Mohit Rathi
 
Decision theory
Decision theoryDecision theory
Decision theory
PANKAJ PANDEY
 
Risk & Risk Management
Risk & Risk ManagementRisk & Risk Management
Risk & Risk Managementansula
 
Chapter 1 - Risk Management - 2nd Semester - M.Com - Bangalore University
Chapter 1 - Risk Management - 2nd Semester - M.Com - Bangalore UniversityChapter 1 - Risk Management - 2nd Semester - M.Com - Bangalore University
Chapter 1 - Risk Management - 2nd Semester - M.Com - Bangalore University
Swaminath Sam
 
Decision making under uncertaionity
Decision making under uncertaionityDecision making under uncertaionity
Decision making under uncertaionity
Suresh Thengumpallil
 
Portfolio selection, markowitz model
Portfolio selection, markowitz modelPortfolio selection, markowitz model
Portfolio selection, markowitz model
aarthi ramakrishnan
 
Risk Management
Risk ManagementRisk Management
Risk Management
Kinza Razzaq
 
Financial risk management ppt @ mba finance
Financial risk management  ppt @ mba financeFinancial risk management  ppt @ mba finance
Financial risk management ppt @ mba finance
Babasab Patil
 
Decision theory
Decision theoryDecision theory
Decision theory
Jayant Sharma
 
Risk management
Risk managementRisk management
Risk management
Harold Malamion
 
CAPM
CAPMCAPM
Types of Risks and its Management in Banking
Types of Risks and its Management in BankingTypes of Risks and its Management in Banking
Types of Risks and its Management in Banking
Mohit Chhabra
 
Financial risk management
Financial risk managementFinancial risk management
Financial risk managementGAURAV SHARMA
 
Risk Management Process And Procedures PowerPoint Presentation Slides
Risk Management Process And Procedures PowerPoint Presentation SlidesRisk Management Process And Procedures PowerPoint Presentation Slides
Risk Management Process And Procedures PowerPoint Presentation Slides
SlideTeam
 
Risk identification
Risk identificationRisk identification
Risk identificationmurukkada
 
Business risk assessment
Business risk assessmentBusiness risk assessment
Business risk assessmentUzair Khan
 
Decision theory
Decision theoryDecision theory
Decision theory
Pradeep Behera
 

What's hot (20)

Decisions Under Risk and Uncertainty - UP.pptx
Decisions Under Risk and Uncertainty - UP.pptxDecisions Under Risk and Uncertainty - UP.pptx
Decisions Under Risk and Uncertainty - UP.pptx
 
Risk mangement
Risk mangementRisk mangement
Risk mangement
 
Value at risk
Value at riskValue at risk
Value at risk
 
Ppt on decision theory
Ppt on decision theoryPpt on decision theory
Ppt on decision theory
 
Decision theory
Decision theoryDecision theory
Decision theory
 
Risk & Risk Management
Risk & Risk ManagementRisk & Risk Management
Risk & Risk Management
 
Chapter 1 - Risk Management - 2nd Semester - M.Com - Bangalore University
Chapter 1 - Risk Management - 2nd Semester - M.Com - Bangalore UniversityChapter 1 - Risk Management - 2nd Semester - M.Com - Bangalore University
Chapter 1 - Risk Management - 2nd Semester - M.Com - Bangalore University
 
Decision making under uncertaionity
Decision making under uncertaionityDecision making under uncertaionity
Decision making under uncertaionity
 
Portfolio selection, markowitz model
Portfolio selection, markowitz modelPortfolio selection, markowitz model
Portfolio selection, markowitz model
 
Risk Management
Risk ManagementRisk Management
Risk Management
 
Financial risk management ppt @ mba finance
Financial risk management  ppt @ mba financeFinancial risk management  ppt @ mba finance
Financial risk management ppt @ mba finance
 
Decision theory
Decision theoryDecision theory
Decision theory
 
Risk management
Risk managementRisk management
Risk management
 
CAPM
CAPMCAPM
CAPM
 
Types of Risks and its Management in Banking
Types of Risks and its Management in BankingTypes of Risks and its Management in Banking
Types of Risks and its Management in Banking
 
Financial risk management
Financial risk managementFinancial risk management
Financial risk management
 
Risk Management Process And Procedures PowerPoint Presentation Slides
Risk Management Process And Procedures PowerPoint Presentation SlidesRisk Management Process And Procedures PowerPoint Presentation Slides
Risk Management Process And Procedures PowerPoint Presentation Slides
 
Risk identification
Risk identificationRisk identification
Risk identification
 
Business risk assessment
Business risk assessmentBusiness risk assessment
Business risk assessment
 
Decision theory
Decision theoryDecision theory
Decision theory
 

Similar to Decision and risk analysis

Project Risk Management-Pankaj K Sinha
Project Risk Management-Pankaj K SinhaProject Risk Management-Pankaj K Sinha
Project Risk Management-Pankaj K SinhaPankaj K Sinha
 
PRMG195 - Rsik Management Case Study.pdf
PRMG195 - Rsik Management Case Study.pdfPRMG195 - Rsik Management Case Study.pdf
PRMG195 - Rsik Management Case Study.pdf
mohamed Ismail
 
05-risk_assesment.ppt
05-risk_assesment.ppt05-risk_assesment.ppt
05-risk_assesment.ppt
KareemRasmy1
 
اهم برزنتيشن لجنك2222
اهم برزنتيشن لجنك2222اهم برزنتيشن لجنك2222
اهم برزنتيشن لجنك2222
nashaat algrara
 
MG6088 SOFTWARE PROJECT MANAGEMENT
MG6088 SOFTWARE PROJECT MANAGEMENTMG6088 SOFTWARE PROJECT MANAGEMENT
MG6088 SOFTWARE PROJECT MANAGEMENT
Kathirvel Ayyaswamy
 
Riskmanagement software Engineering1.ppt
Riskmanagement software Engineering1.pptRiskmanagement software Engineering1.ppt
Riskmanagement software Engineering1.ppt
sirishaYerraboina1
 
Project Management C7 -risk_management
Project Management C7  -risk_managementProject Management C7  -risk_management
Project Management C7 -risk_managementIzah Asmadi
 
risk management
risk managementrisk management
risk management
Arti Maggo
 
Pressman ch-25-risk-management
Pressman ch-25-risk-managementPressman ch-25-risk-management
Pressman ch-25-risk-management
zeeshanwrch
 
risk-management-121021125051-phpapp02 (1).pdf
risk-management-121021125051-phpapp02 (1).pdfrisk-management-121021125051-phpapp02 (1).pdf
risk-management-121021125051-phpapp02 (1).pdf
PriyanshTan
 
RMMM
RMMMRMMM
Calculate the Risk
Calculate the RiskCalculate the Risk
Calculate the Risk
Salih Islam
 
Project Risk Management
 Project Risk Management Project Risk Management
Project Risk Management
Hayat Denzi
 
OM Revised Final PPT presentation-2.pptx
OM Revised Final PPT presentation-2.pptxOM Revised Final PPT presentation-2.pptx
OM Revised Final PPT presentation-2.pptx
NikhilElegant
 
PMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
PMP Muzette Charles_Sp2019_Week5_Chapter11_RiskPMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
PMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
Muzette Charles, PMP
 
Risk mgmt
Risk mgmtRisk mgmt
Risk mgmt
Oliver
 
PROJECT RISK MANAGEMENT.pdf
PROJECT RISK MANAGEMENT.pdfPROJECT RISK MANAGEMENT.pdf
PROJECT RISK MANAGEMENT.pdf
MUST
 
8. project risk management
8. project risk management8. project risk management
8. project risk management
Mohamed Salah Eldien Mohamed Ali
 
PetroSync - Project Risk Assessment & Management
PetroSync - Project Risk Assessment & ManagementPetroSync - Project Risk Assessment & Management
PetroSync - Project Risk Assessment & Management
PetroSync
 

Similar to Decision and risk analysis (20)

Project Risk Management-Pankaj K Sinha
Project Risk Management-Pankaj K SinhaProject Risk Management-Pankaj K Sinha
Project Risk Management-Pankaj K Sinha
 
PRMG195 - Rsik Management Case Study.pdf
PRMG195 - Rsik Management Case Study.pdfPRMG195 - Rsik Management Case Study.pdf
PRMG195 - Rsik Management Case Study.pdf
 
05-risk_assesment.ppt
05-risk_assesment.ppt05-risk_assesment.ppt
05-risk_assesment.ppt
 
اهم برزنتيشن لجنك2222
اهم برزنتيشن لجنك2222اهم برزنتيشن لجنك2222
اهم برزنتيشن لجنك2222
 
Session 18 -2 PMP 4th edition
Session 18 -2  PMP 4th editionSession 18 -2  PMP 4th edition
Session 18 -2 PMP 4th edition
 
MG6088 SOFTWARE PROJECT MANAGEMENT
MG6088 SOFTWARE PROJECT MANAGEMENTMG6088 SOFTWARE PROJECT MANAGEMENT
MG6088 SOFTWARE PROJECT MANAGEMENT
 
Riskmanagement software Engineering1.ppt
Riskmanagement software Engineering1.pptRiskmanagement software Engineering1.ppt
Riskmanagement software Engineering1.ppt
 
Project Management C7 -risk_management
Project Management C7  -risk_managementProject Management C7  -risk_management
Project Management C7 -risk_management
 
risk management
risk managementrisk management
risk management
 
Pressman ch-25-risk-management
Pressman ch-25-risk-managementPressman ch-25-risk-management
Pressman ch-25-risk-management
 
risk-management-121021125051-phpapp02 (1).pdf
risk-management-121021125051-phpapp02 (1).pdfrisk-management-121021125051-phpapp02 (1).pdf
risk-management-121021125051-phpapp02 (1).pdf
 
RMMM
RMMMRMMM
RMMM
 
Calculate the Risk
Calculate the RiskCalculate the Risk
Calculate the Risk
 
Project Risk Management
 Project Risk Management Project Risk Management
Project Risk Management
 
OM Revised Final PPT presentation-2.pptx
OM Revised Final PPT presentation-2.pptxOM Revised Final PPT presentation-2.pptx
OM Revised Final PPT presentation-2.pptx
 
PMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
PMP Muzette Charles_Sp2019_Week5_Chapter11_RiskPMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
PMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
 
Risk mgmt
Risk mgmtRisk mgmt
Risk mgmt
 
PROJECT RISK MANAGEMENT.pdf
PROJECT RISK MANAGEMENT.pdfPROJECT RISK MANAGEMENT.pdf
PROJECT RISK MANAGEMENT.pdf
 
8. project risk management
8. project risk management8. project risk management
8. project risk management
 
PetroSync - Project Risk Assessment & Management
PetroSync - Project Risk Assessment & ManagementPetroSync - Project Risk Assessment & Management
PetroSync - Project Risk Assessment & Management
 

Recently uploaded

Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
seandesed
 
AP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specificAP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specific
BrazilAccount1
 
English lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdfEnglish lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdf
BrazilAccount1
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
ViniHema
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
gdsczhcet
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
Robbie Edward Sayers
 
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
MdTanvirMahtab2
 
Student information management system project report ii.pdf
Student information management system project report ii.pdfStudent information management system project report ii.pdf
Student information management system project report ii.pdf
Kamal Acharya
 
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
SamSarthak3
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
TeeVichai
 
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdfWater Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation & Control
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
Osamah Alsalih
 
The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
ankuprajapati0525
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
bakpo1
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
JoytuBarua2
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
R&R Consult
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
Jayaprasanna4
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
gerogepatton
 
Runway Orientation Based on the Wind Rose Diagram.pptx
Runway Orientation Based on the Wind Rose Diagram.pptxRunway Orientation Based on the Wind Rose Diagram.pptx
Runway Orientation Based on the Wind Rose Diagram.pptx
SupreethSP4
 

Recently uploaded (20)

Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
 
AP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specificAP LAB PPT.pdf ap lab ppt no title specific
AP LAB PPT.pdf ap lab ppt no title specific
 
English lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdfEnglish lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdf
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
 
Gen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdfGen AI Study Jams _ For the GDSC Leads in India.pdf
Gen AI Study Jams _ For the GDSC Leads in India.pdf
 
HYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generationHYDROPOWER - Hydroelectric power generation
HYDROPOWER - Hydroelectric power generation
 
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)
 
Student information management system project report ii.pdf
Student information management system project report ii.pdfStudent information management system project report ii.pdf
Student information management system project report ii.pdf
 
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
 
Water Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdfWater Industry Process Automation and Control Monthly - May 2024.pdf
Water Industry Process Automation and Control Monthly - May 2024.pdf
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
 
The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
 
Runway Orientation Based on the Wind Rose Diagram.pptx
Runway Orientation Based on the Wind Rose Diagram.pptxRunway Orientation Based on the Wind Rose Diagram.pptx
Runway Orientation Based on the Wind Rose Diagram.pptx
 

Decision and risk analysis

  • 1. PRESENTATION ON “ DECISION AND RISK ANALYSIS” Presented by: Indra Bahadur Biswakarma Mechanical Engineer Date: 04/12/2073
  • 2. OUTLINE  Introduction to decision making  Understanding risk and uncertainty  Understanding Expected monetary value( EMV) 2
  • 3. DECISION MAKING Definition  Decision making is the process of making choice or selecting one option among the available and known alternatives. 3
  • 4. DECISION MAKING... Components 4 Decision Environment ( the collection of information, alternatives, values and preferences)  ( ideal- if given all possible information and alternatives accurately, but due to time limitation, both are constraint) Quantity of information Human mind process Limited data, if more processing is biased towards first part Decision Stream Out of or on the basis of many parallel possible decision,Choose1 Madden decision affects further decision and available alternatives
  • 5. DECISION MAKING... Concepts a. Information: -this is knowledge about decision, its effects, alternatives and probabilities of alternatives (substantial information is desirable, more info, reduce quality of decision) b. Alternatives : - diff. Possibilities c. Criteria: -criteria of alternatives (e.g. Nano car ranks 1 for cost but Toyota ranks1 for safety, which to choose, cost and safety is criteria) 5
  • 6. DECISION MAKING... d. Goals: e. Values - ( in terms of price, satisfaction, safety etc) f. Preference -( philoshopy, moral hierarchy e.g. Gods, family, religion, society etc. ) g. Decision Quality -(rating of good or bad decision, good decision may have good or bad outcomes, e.g. For terrorist.) h. Acceptance -( affecting/implementing ones must accept the decision) 6
  • 7. DECISION MAKING... Strategies 7 1. Optimizing  Strategy of choosing best possible soln. to the problem from many alternatives 2. Satisficing Choosing satisfactory and sufficient alternatives (e.g.. Buy inexpensive mobile) 3. Maximax Selecting alternative based on their maximum payoff. Optimistic For risk takers, not considering loss 4. Maximin “Maximize the minimum” Decision based on worst possible outcomes. Pessimistic A protect strategy,
  • 8. DECISION MAKING... Procedures “ I Get De Ra Ra Decision” 1. Identify decision to make and goals 2. Get facts 3. DEvelops alternatives 4. Rate each alternatives 5. Rate risk of each alternatives (in ratios/grade) 6. Make decision 8
  • 9. RISK MANAGEMENT Introduction  An evaluation of potential risks can shows at early stage whether or not a proposal is worth pursuing.  Risk management means identifying/analysing potential risks so that it can be managed on ongoing basis.  Not always risk is proportional to return.  Risk as trade off- follow cheaper method to save money, lead to redo work. 9
  • 10. RISK MANAGEMENT... Framework of risk management 10
  • 11. RISK MANAGEMENT... 1. Risk Identification a. Key risk symptoms- -put indicator of risk b. External sources - get outsider expert opinions c. TCQ analysis -Time(critical path analysis, risky activity might not fall in critical path, check) - Cost( estimates may vary) - Quality(assure process done by outsider) d. Assumptions 11
  • 12. RISK MANAGEMENT... 2. Risk Quantification (likelihood, effect, hideability) - how much risky, - effect of risk (major, minor) -how fast the problem be detected until be late 3. Risk response control/mitigation - employ corrective actions - (give opportunities to explore new ideas) 12
  • 13. RISK MANAGEMENT... Different risk Quantification techniques 1. Expected Value -the Probability of possible occurrence of outcome (e.g. If a project has 50% chances of yielding a profit of 30,000,000, expected value=15000000, find expected value and compare with other) 2. Sensitivity analysis - here we vary one major input and see the corresponding change in outcome. - as the contract price is fixed in advance, project manager needs to see the effect of fluctuations on bottom line. 13
  • 14. RISK MANAGEMENT... Different risk Quantification techniques… 3. Monte Carlo Simulation -named after famous monte carlo casino city -computerized, mathematical technique, which gives possible outcomes and the probability they will occur for any choice of action 4. Failure mode effect analysis (FMEA) -most extensively used in industry - failure modes are any errors/defects in process/item, those effects customer and effect analysis refers to studying the consequences 14
  • 15. RISK MANAGEMENT... Different risk Quantification techniques… 4… - Total risk= Severity*Likelihood*Hideability ( each rated for 1-10 scale) Thus, FMEA  Minimize severity  Minimize likelihood of failure  Improve the detection 15
  • 16. RISK MANAGEMENT... Different risk Quantification techniques… 5. Program Evaluation and Review Technique (PERT) - here for every event find ( optimistic time(Ot), pessimistic time (Pt), most likely time (Mt)) - from this we find, Expected time= (Ot+Pt+4*Mt)/6 - PERT is a method of analyzing the tasks involved in completing a given project, especially the time needed to complete each task, and to identify the minimum time needed to complete the total project. 16
  • 17. RISK MANAGEMENT... 5. Program Evaluation and Review Technique (PERT)… (example) In the following example there are seven tasks, labeled A through G. Some tasks can be done concurrently (A and B) while others cannot be done until their predecessor task is complete (C cannot begin until A is complete). Additionally, each task has three time estimates: the optimistic time estimate (o), the most likely or normal time estimate (m), and the pessimistic time estimate (p). The expected time (te) is computed using the formula (o + 4m + p) ÷ 6. 17
  • 18. RISK MANAGEMENT... 5. Program Evaluation and Review Technique (PERT)… (example) 18
  • 19. RISK MANAGEMENT... 5. Program Evaluation and Review Technique (PERT)… (example) 19
  • 20. RISK MANAGEMENT... Risk Assessment 20 a. Qualitative risk assessment - Just rank the value 1-10 - All identified risks are plotted on matrix chart - On bar chart, probability along horizontal and impact along vertical - Risk= probability*impact, highest value need attention but smaller one can be neglected b. Quantitative risk assessment -Assign numbers to risk based on various risk report, and data -One important method by i) expected monetary value
  • 21. RISK MANAGEMENT... Risk Assessment… Quantitaive analysis… 1. Expected Monetary Value (EMV)  After conducting a qualitative risk analysis, you will have a list of risk with a priority and urgency assigned.  By using EMV, we can quantify each risk  It compares risk in terms of monetary value, +ve for opportunities and –Ve for threats 21
  • 22. RISK MANAGEMENT... Risk Assessment… Quantitaive analysis… 1. Expected Monetary Value (EMV)… Steps a) Assign probability of risk occurrence b) Assign monetary value for risk’s impacts c) EMV= multiply above two d) Assign +ve sign for opportunity and –ve for threat Note: in risk management you address both +ve & -ve 22
  • 23. RISK MANAGEMENT... 1. Expected Monetary Value (EMV)… Example: Suppose for a construction company, following are key project risk: a)weather (25% chance of snowfall, which cost $80000), (-ve= threats) b)cost of construction material (10% chance of cost drop, which save $100000), (+ve= opportunities) c) labor turmoil (5% chance of strike, which loss $150000), (-ve= threats) 23
  • 24. RISK MANAGEMENT... 1. Expected Monetary Value (EMV)… Example: Now, monetary value- Weather: 25/100* (-$80000)=-$20K Cost of construction material: 10/100*($100000)=$10K Labor turmoil: 5/100*(-$150000)=-$7500 EMV= -$20K+$10K-$7500=-$17500 It means if all risk occurs in the project, project would loss $17500. So, for this, project manager can add $17500 amount to the budget to compensate. 24
  • 25. RISK MANAGEMENT... 2. Decision tree analysis for EMV -Business or project decisions vary with situations, which in- turn are full with threats and opportunities. Calculating the Expected Monetary Value of each possible decision path is a way to quantify each decision in monetary terms. Steps i. Document decision in decision tree ii. Assign probability of occurrence of that risk for that decision iii. Assign monetary value to impact of that risk iv. Compute EMV for each path 25
  • 26. RISK MANAGEMENT... 2. Decision tree analysis for EMV Example If you have the scenario, a. Build the new software: (associated cost is $500,000) b. Buy the new software: (the associated cost is $750,000) c. Stay with the legacy software: (the associated cost is $100,000, for maintenance mainly here) 26
  • 28. RISK MANAGEMENT... Example… Build the new software: $ 2,000,000 * 0.4 = $ 800,000 —Buy the new software: $ 2,000,000 * 0.05 = $ 100,000 —Staying with the legacy software: $ 2,000,000 * 1 = 2,000,000 Now, add the setup costs to each Expected MonetaryValue: —Build the new software: $ 500,000 + $ 800,000 = $1,300,000 —Buy the new software: $ 750,000 + $ 100,000 = $ 850,000 —Staying with the legacy software: $ 100,000 + $ 2,000,000 = $ 2,100,000 28