A Hierarchy of Objectives
Objectives tend to occur in hierarchies. The most general
objective, in order to be realized, will have several
sub-objectives that first must be successfully accomplished.
Each of those sub-objectives can also have sub-objectives, and
so on, in a hierarchy that can consist of several layers of
objectives.
For example, suppose that our general objective (goal) is to reduce
the losses caused by potato late blight in a particular field.
We could construct a hierarchy of objectives as follows:
First-level objective (Goal): Reduce the losses caused by
potato late blight
Second-level objective: Reduce the level of foliage infection
Third-level objective: Reduce the level of initial
inoculum
- Fourth-level objective: Rotate potatoes with other crops
- Fourth-level objective: Remove volunteer potatoes
- Fourth-level objective: Plant certified seed
- Fourth-level objective: Remove piles of discarded potatoes
Third-level objective: Reduce the rate of disease
development
- Fourth-level objective: Plant partially resistant varieties
- Fourth-level objective: Plant a living barrier to isolate adjacent potato
fields
- Fourth-level objective: Apply fungicides as necessary
Third-level objective: Reduce the duration of the
epidemic
- Fourth-level objective: Plant an early-maturing variety
Second-level objective: Reduce the level of tuber infection
Third-level objective: Reduce the amount of inoculum that
can infect the tubers
- Fourth-level objective: Control the foliar epidemic
- Fourth-level objective: Hill the rows to keep the tubers deeply buried
- Fourth-level objective: Kill the vines and let them dry before harvest
Third-level objective: Reduce the rate of disease
development
- Fourth-level objective: Dry the the surface moisture on the potatoes before
storage
- Fourth-level objective: Move the potatoes into cold storage as quickly as
possible
Third-level objective: Reduce the duration of the epidemic on
stored tubers
- Fourth-level objective: Sell any potentially infected potatoes as soon as
possible
Note that this is just a slice out of a much larger hierarchy of
objectives. What we, as plant pathologists or pest control specialists,
might set as our most general objective would simply be an intermediary
objective for a grower, who has to manage other pests, manage the crop,
and be concerned with the productivity of the whole farm. At the other end
of the scale, under some of our fourth-level objectives we could create
a fifth level and perhaps even a sixth. For example, "Apply fungicides
as necessary" would require some determination of the susceptibility of
the variety that we had planted, an assessment of the inoculum available,
and an assessment of the environmental conditions, perhaps requiring
the use of a predictive model.
Note also that there are many valid ways to structure a hierarchy of
objectives to accomplish a given goal, even starting with the same
lowest-level objectives. The nature of the plan for organizing the objectives
depends on the biases of the planner, and while some plans may be better
than others for accomplishing the goal, the others are not necessarily
wrong.