Benefits of Optimization
These are the main business benefits of optimization:
Operational Efficiency
We can make decisions that mean we better utilize our resources.
For example, we can use optimization to maximize production
with existing resources within existing facilities. We can reduce
energy consumption; we can reduce transportation manpower,
commissions or overhead costs. In finance, we can minimize the number
of shares held to track an index.
Revenue Maximization and
Cost Minimization
Optimization can be used to increase business revenue or earnings,
or reduce costs. For example, we can minimize production
costs by making more product from existing facilities, or making
a product of certain characteristics from the cheapest
materials, all without violating the constraints we are under. We
can use optimization to increase revenue,
i.e., produce the maximum possible
from a particular operation, carry as much as possible from
one point to another or provide the highest level of insurance
cover. We can construct a portfolio with characteristics as close
as possible to target characteristics;
we can maximize the number of transactions between a given
set of sell and buy bids.
Understanding and performance
assessment
Optimization gives a unique insight into situations where decisions
are involved. It can be used to benchmark performance, for
example current performance against the best possible. Optimization
provides information about the costs of limitations for example,
what additional profits could be made if a limit were moved or removed?
In the same way it can give insight into the implied costs of policy
decisions or arbitrary rules. Further insight is gained when an
optimization model of a process or situation is created; making
the model is instructive as is performing what-if analyses.
Once an optimization model is built, it can be used for what-if
analysis, for instance, by modeling the impact of a new opportunity,
plant, ingredient, or process.
Sensitivities
How does the overall profit change if various data items change?
For example, in a production situation, how much does the unit cost
of item I at Factory A have to change before we switch production
to Factory G?
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