Fractional Programming: Theory, Methods and Applications

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Mathematical programming has know a spectacular diversification in the last few decades. This process has happened both at the level of mathematical research and at the level of the applications generated by the solution methods that were created. To write a monograph dedicated to a certain domain of mathematical programming is, under such circumstances,especially difficult. In the present monograph we opt for the domain of fractional programming. Interest of this subject was generated by the fact that various optimization problems from engineering and economics consider the minimization of a ratio between physical and/or economical functions, for example cost/time, cost/volume,cost/profit, or other quantities that measure the efficiency of a system. For example, the productivity of industrial systems, defined as the ratio between the realized services in a system within a given period of time and the utilized resources, is used as one of the best indicators of the quality of their operation. Such problems, where the objective function appears as a ratio of functions, constitute fractional programming problem. Due to its importance in modeling various decision processes in management science, operational research, and economics, and also due to its frequent appearance in other problems that are not necessarily economical, such as information theory, numerical analysis, stochastic programming, decomposition algorithms for large linear systems, etc., the fractional programming method has received particular attention in the last three decades.

Author(s): I. M. Stancu-Minasian (auth.)
Series: Mathematics and Its Applications 409
Edition: 1
Publisher: Springer Netherlands
Year: 1997

Language: English
Pages: 432
Tags: Optimization; Operations Research, Management Science; Economic Theory; Statistics for Business/Economics/Mathematical Finance/Insurance; Operations Research/Decision Theory

Front Matter....Pages i-viii
Introduction....Pages 1-5
Fractional Programming Applications....Pages 6-33
Convex, Quasiconvex, Pseudoconvex, Logarithmic Convex, αm-Convex, and Invex Functions....Pages 34-61
Methods For Solving Linear Fractional Programming Problems....Pages 62-132
Nonlinear Fractional Programming....Pages 133-162
Duality in Fractional Programming....Pages 163-185
Fractional Programming with Multiple Objective Functions....Pages 186-206
Fractional Programming in The Complex Space....Pages 207-237
Special Linear Fractional Programming Problems....Pages 238-307
Integer and Mixed Integer Linear Fractional Programming....Pages 308-335
Fractional Transportation Problem....Pages 336-364
Back Matter....Pages 365-418