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Making a Real Difference: Operational Research
Charlene Timewell, ORS Education Officer
Ian Seath, Director, Improvement Skills Consulting Ltd.
Felicity McLeister, ORS Pro Bono Project Manager
Why is O.R. the “Science of Better” and where can it take you?
“It’s a Dog’s Life”: A Case Study in Operational Research
Pro Bono O.R. for the Third Sector
Session Overview
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 3
What is Operational Research?
Operational Research
Operational Research (O.R.) is the discipline of combining a way of thinking and communicating with appropriate, often advanced, analytical methods to help make better decisions in businesses and other enterprises.
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 4
When is O.R. useful?
When a decision is complex or it’s not clear what the main problem is
When it’s uncertain what the outcome of different actions will be
When you don’t know how well things are working or think they could work better
When you are worried about risks
When you need to take account of the views of different stakeholder groups
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 5
How is O.R. useful?M
odel
ling
Ris
k A
naly
sis
Ga
me
Th
eo
ry Data MiningLinear ProgrammingScheduling
Simulation
Bin Packing
Hyp
er-Heu
ristics
Critical Path
Analysis
Evo
lutio
nary C
om
pu
tationMarkov
Decision
Processes OptimisationMeta-Heuristics
Systems
Dynam
ics
Queuing Theory
Statistics & Probability
Val
idat
ion Assessment
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 6
Why is O.R. the Science of Better?
Supermarkets
Understanding people’s buying patterns
Determining the number of staff needed on checkouts and when
Calculating order quantities and delivery times
CASE STUDY: Waitrose Improve automated demand forecasting
system
Statistics and simulation
Significant overall cost reduction of 2%
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 7
O.R. is the Science of Better
Transport Planning Calculating cost effective,
environmentally conscious routes
Planning loads and scheduling deliveries to consolidate orders
Optimising staffing requirements and fleet size
CASE STUDY: Blackheath Products Reliable vehicle routing solution prior to
major business expansion Optimisation Fuel and mileage savings of 20%, reduced
planning time by 75%
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 8
Where can O.R. take you?
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 9
Where can O.R. take you?
Figures correct as of October 2015, source:
www.completeuniversityguide.co.uk
Numerate Careers:
Average starting salaries
for graduates
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 10
Where can O.R. take you?
Activity six months after graduation from first degrees by subject,
2012/13
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 11
Where can O.R. take you?
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 12
Where to Look for Experience & Jobs
Annual Careers Open Day: 23rd November 2016
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 13
Where to Look for Experience & Jobs
Placements, Internships, & Graduate Schemes
www.glassdoor.co.uk, e.g.
www.gradcracker.com, e.g.
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 14
Where to Look for Experience & Jobs
Company Website, e.g.
Volunteering Opportunities, e.g.
Direct with employers or charities
O.R. in Schools (ORiS)
http://bit.ly/1teCxXPhttp://ibm.co/1kq3pWAhttp://bit.ly/1FP84vK
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 15
The OR Society
The OR Society
The professional membership body of the Operational Research (O.R.) community.
The longest-established and second largest O.R. association worldwide with almost 3000 members across 53 countries.
A registered charity and a company limited by guarantee, governed by its Board of Trustees and Committees.
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 16
The OR Society
Free Student Membership
Access to all ORS journals and magazines
Build your background knowledge and your CV by attending events and volunteering with ORS outreach
Apply for CandORS accreditation
Network with other students and O.R. professionals (Public Lectures, Conferences, SiGs, & Regional Societies)
Discounted rates for conferences and training courses
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 17
ORiS: Making a Difference
O.R. in Schools
“every student
should know what
O.R. is”
For Professionals
An opportunity to share
O.R skills with the next
generation
Free support, training,
and resources from The
OR Society
For Teachers
Free O.R resources
and support for the
classroom
For Students
Secondary onwards
To learn what O.R. is and
how maths is used in
everyday life
During University
To gain experience and
skills for CV while
promoting maths/O.R. to
younger students
To explore career
opportunities in O.R.
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 18
ORiS: Making a Difference
Introducing
Algorithms using
Board Games
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 19
ORiS: Making a Difference
Teaching Linear Programming
using Lego
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 20
Practical Exercise
∞ 1st person in the line, look at the person on your left.
∞ If you are taller, swap.
∞ 2nd person in the line, look at the person on your left.
∞ If you are taller, swap.
∞ 3rd person in the line, look at the person on your left.
∞ If you are taller, swap.
∞ And so on…until you reach the end of the line.
∞ The last person in the line should now be the tallest and can turn
around.
∞ Start again. The end of the line is the person next to someone who
has turned around.
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 21
Real-life applications of maths
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 22
Real-life applications of maths
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 23
Real-life applications of maths
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 24
Real-life applications of maths
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 25
ORiS: Student Volunteers
Volunteer Benefits
All resources/materials are provided
Travel & accommodation expenses
reimbursed
Free training courses and workshops
Networking opportunities with other students
and O.R. professionals
Experience for your CV
www.TheORSociety.com www.LearnAboutOR.co.uk www.ScienceofBetter.co.uk 26
Further Information
Find out more…
www.LearnAboutOR.co.uk
www.ScienceofBetter.co.uk
www.TheORSociety.com
Get in touch…
+44 (0)121 233 9300
@ORinSchools
“It’s a dog’s life”
A Case Study in Operational
Research
The OR Society: www.theorsociety.com
Pro Bono O.R.: www.theorsociety.com/Pages/Probono/Probono.aspx
For more information
Email [email protected]
Phone: 0121 233 9300
Can we answer the following questions?
• How many dogs there are “in the system” in the UK and how do they move between different parts of the system?
• How many dogs are relinquished and why? Which type of dog?
• Can we forecast the likely impact of different interventions ?
The RSPCA is the UK’s leading animal welfare charity.
Key project stages
• Review the available data
• Design and build a model
• Develop recommendations for possible uses and future development of the model
What data would you want to collect and where would you find it?Workshop exercise 1
Literature Review
• Literature Review of relevant papers and reports
• ~50 different sources
• ~100 data points and times series
• Assessment of data quality
Can we model the UK dog population?Workshop exercise 2
Stock
Inflows
Outflows
A Stocks and Flows Model of UK dogs
• A Stocks and Flows Model helps us to understand the “system” in which dogs exist; where they are and how they move between different parts of the system
• Task 2a: decide what are the four “stocks” of dogs that you would want to include in a model, based on the overall population data from the literature review
Stock 1
Stock 4
Stock 2
Stock 3
A Stocks and Flows Model of UK dogs
• Here is a model answer that defines four main stocks of dogs
• Task 2b: what do you think are the inflows and outflows that lead to increases and reductions in each of the stocks?
• N.B. there may be more than one inflow and/or outflow for each stock
Companion dogs
Working dogs
In Rescue
Strays
A Stocks and Flows Model of UK dogs
Companion dogs (99.8%)
Working dogs
In Rescue
Strays
• Births
• Imports
• Deaths
• Exports
• Births
• Imports
• Deaths
• Deaths• Deaths • Births • Births
• Imports
What factors and interventions affect the flows?Workshop exercise 3
Factors affecting the flows
Canine birth & death rates
Political
Economic
Social
Technology
Legal
Environment
• If you were the RSPCA, what interventions would you want to make to improve the system?
The Model
Stray dogs
Dogs in welfare
Owned dogs
Owned births
Owneddeaths
Stray births
Stray deaths
Welfarebirths
Welfare deaths
Owned dogs to welfare
Welfare dogs to owned
Owned dogs to stray
Stray dogs to ownedStray dogs to welfare
Imported owned dogs
Dogs imported to
welfare
Owned dog
exports
Number of dogs
microchipped
Owner education
level re dogs
Welfare life expectancy
Owned dog lifeexpectancy
Stray dog life
expectancy
Space available in
welfare
Euthanasia policy
Emmigration
Number of dogbreeders
Number of puppy
farms
Funding for welfare
Welfare capacity
Demand for
dogs in UK
Number ofowned dogs
having puppies
Demand for dogs -
non-UK
Disposable income
Insurance rates
Number ofdogs lost
Number ofdogs
abandoned
Number of dogs
neutered
9.4m (23)
2009 LB: 12,340
2010 LB:10,630
est 1,250 (300to 2130)
111,000 peryear (13)
Strays back to owner -
53,280 per year (13)
Rehomed - 9,990
per year (13)
Put to sleep/die 8,880
per year (13)
Working dogs
27,750 per year (13)
Entering welfare:
129,743 per year (1)
0.5% of welfare inflows (27, scaled)
11.4% of outflow died (27)LB 7142 euthanised (1)
Assume 0
Welfare dogs reunited withowner - 12.5% of those
entering = 16,218 (1). 7.7%of those entering (27)
Rehomed - 80.9%of outflows (27)
69.5% of welfare
inflows (27, scaled)
30% of welfare inflows (27,
scaled) - this includes LA and
public straying dogs
11.4% of dogs per
year? (36)
25% of dogs peryear? (est from
24, 41)
12 years (34)
4% of microchipped are from Ireland,
3% from other EU, 2% from outside
EU - needs scaling up by 2% (24)
50,000 dogs imported
from Ireland per year (31)
Working dogsto owned
greyhounds - 3,910
per year (33)
Workingdog births
Workingdog deaths
Working dog life
expectancyRequirements for
working dogs
Working dogs to
welfareAt least 2500police dogs
(45)
How the RSPCA has been able to use the results
• Helping to scope the direction of their campaign to tackle the illegal trade in puppies
• Using the data to inform their response to DEFRA’sconsultation on overhaulingexisting pet vending legislation
Pro Bono O.R. (Operational Research)
for the Third Sector
Webpage: www.theorsociety.com/Pages/Probono/Probono.aspx
Blog: http://probonoOR.blogspot.co.uk/
For more information
Email [email protected]
Phone: 0121 233 9300
Pro Bono O.R.
• What is Pro Bono O.R. and how did it come about?
• What are its aims?
o To help Third Sector organisations to do a better job
o To promote O.R. in the Third Sector
o To promote effective use of O.R.
How it works: organisations
• Expression of interest
• Registration form
• Scoping conversation
• Project scope sent to volunteers
• Organisation selects volunteer
• Pre project survey
• Project proposal drawn up
• Project commences
• Feedback sought
• Post project survey
• The role of a volunteer:
• Who are the volunteers
• Work with organisation to specify project;
• Undertake project, either individually or in teams;
• Write up and/or present their work wherever appropriate;
• Mentor junior volunteers.
• O.R./analytical professionals
• Retired
• Consultants
• Government employees
• Employed professionals
• Academics
How it works: volunteers
Projects
Volunteers
• 67 projects advertised
• 45 projects completed
• 22 active projects
• Over 400 volunteers
• 173 volunteers applied for projects
• 89 volunteers on projects
The story so far…
Some example case studies
RSPCA
• Modelling the UK dog population
Elfrida Rathbone Camden
• Designing an outcomes framework to measure impact
Crimestoppers Trust
• Improving performance whilst minimising cost
Who we have worked with
How to get involved
• Sign up online http://www.theorsociety.com/Pages/Probono/Probono.aspx
• Come and chat to me now
• Drop me an email [email protected]
Webpage:
www.theorsociety.com/Pages/Probono/Probono.aspx
Blog:
http://probonoOR.blogspot.co.uk/
Connect with me via:
@FMcLeister
Felicity McLeister
Further information
For more information
Email [email protected]
Phone: 0121 233 9300