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INSTITUTO TECNOLÓGICO DE AERONÁUTICA
A SYSTEM DYNAMICS APPROACH
FOR AIDING EFFECTS-BASED
OPERATIONS PLANNING
José Carlos de Melo Júnior
Mischel Carmen Neyra Belderrain
Ana Lucia Pegetti
The environment in which
military operations occur
have changed.
complexity
uncertainty
58,209 153,303 $168 BILLION
DEATHS WOUNDED COSTS OF THE WAR
EFFECTS-BASED OPERATIONS: THE SYSTEM DYNAMICS APPROACH
Smith, Edward
“ The terrorist attacks of
September 11, 2001
fundamentally changed our
security environment. The
system of strategic deterrence
in place since the beginning of
the Cold War visibly collapsed.
Probability of Success =
MEANS X WILL²
GREAT MEANS
LIMITED WILL
LIMITED MEANS
GREAT WILL
Effects
Based
Operations
COGNITIVE
Domain1
INFORMATION
Domain2
PHYSICAL
Domain3
Shaping Behaviour:
Operations in the
Cognitive Domain.
Bounded
Rationality
dynamic
complexity
real world
performance
UNINTENDED
CONSEQUENCES
Reactive short-term
actions may trigger
side effects that result
in undesired, and
sometimes long-term
irreversible
consequences.
How to overcome
human cognitive
limitations?
System
Dynamics
Methodology
"People cannot simulate mentally even the
simplest possible feedback system, the first-order
linear positive feedback.

System dynamics is a perspective and set of
conceptual tools that enable us to understand the
structure and dynamics of complex systems.”
John Sterman
Professor at MIT
Your Title Here
Four equivalent representations
containing the same information
System structures represented by (a) causal
loop diagrams and (b) a stock and flow
SYSTEM DYNAMICS AND EFFECTS-BASED OPERATIONS:
A COUNTER-GUERRILLA EXAMPLE
Insurgents
300
225
150
75
0
0 5 10 15 20 25
Time (Week)
Insurgents : Only Supression
Insurgents
300
225
150
75
0
0 5 10 15 20 25
Time (Week)
Insurgents : Rule Justly
Insurgents : Only Supression
Insurgents
300
225
150
75
0
0 5 10 15 20 25
Time (Week)
Insurgents : Intelligence
Insurgents : Rule Justly
Insurgents : Only Supression
17
CONCLUSIONS
Thank You
2004-2007
BRAZILIAN AIR FORCE ACADEMY

PIRASSUNUNGA-SP
2008-2009
NATAL AIR FORCE BASE

NATAL-RN
2009-2011
BELÉM AIR FORCE BASE

BELÉM-PA
2012-2015
BRAZILIAN AIR FORCE ACADEMY

PIRASSUNUNGA-SP
2016-CURRENT
AERONAUTICS INSTITUTE OF TECHNOLOGY

SÃO JOSÉ DOS CAMPOS-SP

JOSÉ CARLOS DE MELO JÚNIOR
CAPTAIN AVIATOR
ABOUT ME
• BACHELOR OF SCIENCE IN AERONAUTICS

• BACHELOR OF PUBLIC ADMINISTRATION
• MASTER’S DEGREE STUDENT
• HELICOPTER PILOT TRAINING
• FLIGHT INSTRUCTOR
https://br.linkedin.com/in/carlosfabmelo@ita.br

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A System Dynamics Approach for Aiding Effects-based Operations Planning