The interaction theory is a new promising mathematical theory which
has been developed at institut Teknologi Bandung (ITB) Indonesia by Gani.
Its applications provide a powerful method for solving the various combinatorial
optimization problem.
The philosophy behind this method is quite different from
the existing methods in the field of Operations Research, Management
Science and Computer Science. The method gives the exact solution and very
effective for solving manually not only simple but also complicated problems.
The procedure is so simple that a knowledge of simple arithmetic is
sufficient.
The interaction theory is a new mathematical theory which Has been developed
at institut Teknologi Bandung (ITB) Indonesia.
Its applications provide a powerful method for solving the various
combinatorial problems such as the Traveling Salesman Problem (TSP), transportation
Problem, transshipment problem, assignment problem, Minimum spanning tree
(MST), network, set covering, matching layout, location and clustering.
The Traveling Salesman Problem (TSP) known as the NP-complete problem,
has become something of an obsession with two generations of mathematicians
for its notoriety as a very difficult problem, since it takes excessive
time in arriving at the solution. The TSP is widely unsolvable by polynomial
algorithm. A large number of solution techniques has been developed, but
most of them are limited by the problem size. The existing
mathematical programming techniques can not afford to solve this problem.
It is the same situation that classical optimization technique failed to
attack the mathematical Programming problems. We come to the conclusion
that we call for a new mathematical philosophy and a new approach
in order to have a new atmosphere. Therefore, we need breakthrough. Khachian
proposed a new method with his ellipsoid algorithm, but still there are
many obstacles for precision required. Karmarkar brought an
unusually technique to linear programming which is known as projective
geometry. However, we still need to have the "formal formula".
The interaction theory tries to offer a new breakthrough for solving
the combinatorial optimization problems.
The interaction theory is a new mathematical theory for solving combinatorial
optimization problems. The basic concept of the
interaction theory is to define a set of priorities for the interacting
elements of a system to attain a certain objectives. Interaction
between these two elements implies mobility of things, idea, cost, time
or people. The interaction between two elements comes from the idea that
:
a) Every element or component its own special Characteristic
(for example moon and world, male and female).
b) For further development and grow of
these elements interaction, is needed.
c) Interaction does not only exist between two elements, but also among
several elements.
d) Interaction could be expressed in the form of :
The interaction is a relationship between elements or vertices of a
non-empty set which could be set forth either in a graph or matrix.
However, it is easier to express these interactions in matrix form, since
increasing the number of element and the interaction, will make it difficult
to figure out the interaction by a graph. The interaction matrix
can have the form of a form-to-chart which provides information on the
interaction between elements or vertices. The number of elements
Usually represent, some measure of interaction between the two specified
elements. This measure might be the amount of cost, time,
distance, people, communication etc.
Cij represents the interaction coefficient from element i to element j. The interaction coefficient (Cij) is used to determine the priority in row i or in column j. The interaction theory is employed to determine the degree of interrelationship coeficient between these two elements.
The interaction theory has also developed to solve the various problems
in combinatorial optimization problems such as transportation problem,
assignment problems, MST, network etc. with only one iteration. The interaction
theory is a promising mathematical theory of which applications provide
a very powerful method which enables one to solve
the various combinatorial problems such as :
1. The philosophy is not difficult to comprehend.
2. The formulation of the problem is easy and flexible.
3. The procedure is so simple.
4. The knowledge of simple arithmetic is sufficient.
5. The method gives the exact result.
6. The operating time is very short.
7. The method is very effective for solving manually not only the simple
but also complicated and large scale problems.
Its simple implementation would create the broad subject or area of applications such as :
We see that the interaction theory is still a new philosophic and
mathematical concept and we feel that the further development might create
the various new efficient methods and practical applications for solving
the various practical problems solving the various practical problems.