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GOAL PROGRAMMING FORMULATION
The formulation of GP model is similar to that of LP
model.The general model can be stated as follows: Goal
Programming: An Application to Operating Cost
Distribution of an Organization/Institution “Innovative
Trends in Applied Physical, Chemical, Mathematical
Sciences and Emerging Energy Technology for
Sustainable Development” ISBN: 978-93-83083-71-8
39 Minimize: z = ∑i wi ( di - + di + ) ; i = 1, 2, …, m
Subject To: ∑j aij + di - - di + = bi ; i = 1, 2, …, m, j =
1, 2, …., n and xj , di - , di + ≥ 0 ; for all i, j where, bi =
m-component column expressing m goals aij =
coefficient for the jth decision variable in the ith
constraint xj = decision variable wi = weights of each
goal di - = deviational variable representing the amount
of under-achievement of ith goal di + = deviational
variable representing the amount of over-achievement
of ith goal In case, goals are classified in k ranks, the
pre-emptive priority factors (P1, P2, …. and so on)
should be assigned to deviational variables di - and di +
according to their order of importance. 9. BASIC
STEPS IN FORMULATING THE MODEL: The basic
steps involved in formulating a goal programming
model are as follows: • Determine decision variables
(the x’s) • Determine the deviational variables (the d+ s
and d- s) • Specify the goals • Determine the pre-
emptive priorities and assign weights • State the
objective functions of the deviation to be minimized.
implementation of the Analytic Hierarchy Process
(AHP) in solving problems in the area of transport. The
transport sector is currently one of the most important
sectors, and an efficient transport system requires
continuous planning. Investments in transport
infrastructure are projects that have specific
characteristics. These projects have an extremely long
lifetime (some thirty years), are not profit-oriented, are
usually financed by the state of the local administration,
and are primarily for social use. The decision-making
process, which includes making decisions on
investments, is extremely complex. The decision-maker
has to envisage the future, and consequently make
decisions in a modern and flexible manner. The
methods used in the process of evaluating the
investment projects in transport are numerous and
usually distinguished by the optimization criteria. The
projects can be evaluated through the prism of a single
criterion or several criteria. The most common
optimization criterion is the economic system; however,
long-term and high-quality solutions require the
introduction of other optimization criteria such as
technological, technical, ecological and many others.
Therefore, in such situations it is essential to implement
multi-criteria decision methods which will eventually
result in making the optimal decision. It will be
determined in the paper to what extent the AHP method
is implemented regarding transport problems and for
which categories of transport problems.

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Yuyuy

  • 1. GOAL PROGRAMMING FORMULATION The formulation of GP model is similar to that of LP model.The general model can be stated as follows: Goal Programming: An Application to Operating Cost Distribution of an Organization/Institution “Innovative Trends in Applied Physical, Chemical, Mathematical Sciences and Emerging Energy Technology for Sustainable Development” ISBN: 978-93-83083-71-8 39 Minimize: z = ∑i wi ( di - + di + ) ; i = 1, 2, …, m Subject To: ∑j aij + di - - di + = bi ; i = 1, 2, …, m, j = 1, 2, …., n and xj , di - , di + ≥ 0 ; for all i, j where, bi = m-component column expressing m goals aij = coefficient for the jth decision variable in the ith constraint xj = decision variable wi = weights of each goal di - = deviational variable representing the amount of under-achievement of ith goal di + = deviational variable representing the amount of over-achievement of ith goal In case, goals are classified in k ranks, the pre-emptive priority factors (P1, P2, …. and so on) should be assigned to deviational variables di - and di + according to their order of importance. 9. BASIC STEPS IN FORMULATING THE MODEL: The basic steps involved in formulating a goal programming model are as follows: • Determine decision variables (the x’s) • Determine the deviational variables (the d+ s and d- s) • Specify the goals • Determine the pre-
  • 2. emptive priorities and assign weights • State the objective functions of the deviation to be minimized. implementation of the Analytic Hierarchy Process (AHP) in solving problems in the area of transport. The transport sector is currently one of the most important sectors, and an efficient transport system requires continuous planning. Investments in transport infrastructure are projects that have specific characteristics. These projects have an extremely long lifetime (some thirty years), are not profit-oriented, are usually financed by the state of the local administration, and are primarily for social use. The decision-making process, which includes making decisions on investments, is extremely complex. The decision-maker has to envisage the future, and consequently make decisions in a modern and flexible manner. The methods used in the process of evaluating the investment projects in transport are numerous and usually distinguished by the optimization criteria. The projects can be evaluated through the prism of a single criterion or several criteria. The most common optimization criterion is the economic system; however, long-term and high-quality solutions require the introduction of other optimization criteria such as technological, technical, ecological and many others. Therefore, in such situations it is essential to implement
  • 3. multi-criteria decision methods which will eventually result in making the optimal decision. It will be determined in the paper to what extent the AHP method is implemented regarding transport problems and for which categories of transport problems.