Semantics - What is SD?
Posted: Mon Apr 01, 1996 4:30 pm
re: previous messages on "Semantics" and "SD is not differntial equations"
IMO, SD is a methodology. It consists of a. the stock-and-flow
modelling grammar, and b. the simulation based on discrete-time
of fixed-interval with deterministic difference-equation approach (approach M).
It may be better to classify the target problems into two types:
P. industrial/ social/ economic, and
Q. science/ engineering/ biology.
The original development, when described as Industrial Dynamics (ID),
was attempting to study type P problems by transforming them into a model
that can be feasiblly simulated by digital computer. Otherwise the
continuous-time deterministic diffrential-equation approach (approach
N), typical for type Q problems, was not readily applicable to type P problems.
Conventionally, type P problems are basically associated with
approach M, and type Q with N.
(Note: The word "continuous" system in the original ID context is not
actually representing mathematical continuity. Virtualy the meaning
should be "smooth" system/ process. "Smoothing" has already importantly
mentioned in ID as part of the transformation.)
Theoretically, type P problems should be basically associated with
approach M, and type Q with N. But practically ID stock-and-flow grammar
is sometimes suitable for use with approach N for type Q problems.
The reality is that nowadays SD can be applied to both P and Q types.
When solving type P problems (as classical application),
SD is used to approximate the P problem to a transformed M-oriented model
that can be suitably simulated by approach M.
When solving type Q problems,
SD is used to approximate the Q problem to a transformed M-oriented model
that can be suitably simulated by approach M, but M in this way is only an
approximation of N. N is theoretically used to analyse Q but N is not
actually used in a SD simulation.
Enough for now!
Shaun TANG
stang@fcit.monash.edu.au
IMO, SD is a methodology. It consists of a. the stock-and-flow
modelling grammar, and b. the simulation based on discrete-time
of fixed-interval with deterministic difference-equation approach (approach M).
It may be better to classify the target problems into two types:
P. industrial/ social/ economic, and
Q. science/ engineering/ biology.
The original development, when described as Industrial Dynamics (ID),
was attempting to study type P problems by transforming them into a model
that can be feasiblly simulated by digital computer. Otherwise the
continuous-time deterministic diffrential-equation approach (approach
N), typical for type Q problems, was not readily applicable to type P problems.
Conventionally, type P problems are basically associated with
approach M, and type Q with N.
(Note: The word "continuous" system in the original ID context is not
actually representing mathematical continuity. Virtualy the meaning
should be "smooth" system/ process. "Smoothing" has already importantly
mentioned in ID as part of the transformation.)
Theoretically, type P problems should be basically associated with
approach M, and type Q with N. But practically ID stock-and-flow grammar
is sometimes suitable for use with approach N for type Q problems.
The reality is that nowadays SD can be applied to both P and Q types.
When solving type P problems (as classical application),
SD is used to approximate the P problem to a transformed M-oriented model
that can be suitably simulated by approach M.
When solving type Q problems,
SD is used to approximate the Q problem to a transformed M-oriented model
that can be suitably simulated by approach M, but M in this way is only an
approximation of N. N is theoretically used to analyse Q but N is not
actually used in a SD simulation.
Enough for now!
Shaun TANG
stang@fcit.monash.edu.au