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8/10/2019 Complexity Management : ppt
1/19
David Levy
8/10/2019 Complexity Management : ppt
2/19
Muhammad Taimur
Shams Uddin
Nighat Saif
Safia Zeb
Mustafa Kakakhel
8/10/2019 Complexity Management : ppt
3/19
To provide theoretical framework for dynamic
evolution of industries
To provide application of Chaos theory in strategicmanagement
To provide implication of Chaos theory for
managerial purposes
8/10/2019 Complexity Management : ppt
4/19
Strategic management lacks theoretical tools to predict thebehavior of firms and industries.
Industries evolve dynamically overtime due to actors
interactions.
Existing theories assume simple linear relationships withoutfeedback.
Chaos theory provides useful conceptual frameworkaccommodating the non linear complexity.
8/10/2019 Complexity Management : ppt
5/19
Chaos theory is the study of complex, non linear dynamicsystems.
Butterfly effect
E.g. pendulum suspended between magnets
Tiny variations in initial position magnifies and results in
chaotic behavior.
Predictability short term vs. long term
8/10/2019 Complexity Management : ppt
6/19
Industries are assumed to be dynamic, complex and
non linear systems.
Interdependency of firms and industrial actors
Industries are non linear and are path dependant
So industries behave as chaotic systems
8/10/2019 Complexity Management : ppt
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1. Long term planning is very difficult
Smaller disturbances in initial state multiplies over
time
Future forecasting is difficult due to complexity and
non linear relationships.
Business should not spent on forecasting and strategic
planning
8/10/2019 Complexity Management : ppt
8/19
2. Industries do no reach stable equilibrium
Traditional theories tries to reach stable equilibrium
while equilibrium is not possible in chaotic system
Industries do not settle down and stability is not long
lasting
E.g. Prices and investment patterns are short lived
8/10/2019 Complexity Management : ppt
9/19
3. Dramatic change can occur unexpectedly
Traditional theories suggest that small changes inparameters bring small changes in equilibrium
Dramatic fluctuations occur internally in chaoticsystems.
Characteristic of probability distribution in chaoticsystems.
Small exogenous changes may also bring magnifiedfluctuations.
E.g. New entrants or small change in technology
8/10/2019 Complexity Management : ppt
10/19
4. Short term forecasts are possible
Long term forecasting is difficult while short termforecasting is possible
This is because of the presence of patterns and fractals
The accurate models of complex system with carefullydrawn initial points help in short term prediction
Chaotic systems shows repetitive patterns helping inforecasting
8/10/2019 Complexity Management : ppt
11/19
General guidelines are required since fixed strategiescannot be formulated for every scenario
Firms change their strategies as industrial structures
evolve
Best strategies are those which achieve their goals evenindirectly.
So we need dynamic strategies for coping withcomplexity and uncertainty
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A model based on California Computer Technology is
presented
This model demonstrates how chaotic theory can helpin understanding real managerial issues
Supply chain as complex, dynamic and non linear
system.
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Two important dimensions
1. Uncertainty
Each stage is exposed to shocks
Finished products fluctuate in volume to thisuncertainty
The inventory need to be adjusted to cope with thisuncertainty
8/10/2019 Complexity Management : ppt
15/19
2. Time Relationship
Disruption in one stage causes changes in other parts of
the system
These disruption propagate forward and backward
along the chain
This disruption causes chaos within the supply chain
8/10/2019 Complexity Management : ppt
16/19
Managers should make accurate sale forecasts to reduce
cost of offshore manufacturing
Managers should deal with external factors like suppliers
Managers should reduce the occurrence of internal
production problems
Managers should change the structure of supply chain
accordingly
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17/19
8/10/2019 Complexity Management : ppt
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Chaos theory highlights the importance of guidelines
formulation for coping with complexity
Underestimating complexity may result inunanticipated costs
Management might reduce the volatility of supply
chain and improve its performance
8/10/2019 Complexity Management : ppt
19/19
Thank You