Title :
An improved exploratory search technique for pure integer linear programming problems
Author :
Fogle, Frank R. ; Lovett, John N., Jr.
Author_Institution :
NASA Marshall Space Flight Center, Huntsville, AL, USA
Abstract :
A heuristic procedure for the solution of pure integer linear programming problems is developed, and computational results are presented. The technique alternates sequences of local univariate exploratory moves with extrapolations (or pattern moves). The basis for the method is the intuitive presumption that a strategy that was successful in the past will be successful in the future. One example problem is presented in detail, and the results of numerous other test cases are also tabulated
Keywords :
extrapolation; heuristic programming; integer programming; linear programming; search problems; exploratory search technique; extrapolations; heuristic procedure; local univariate exploratory moves; pattern moves; pure integer linear programming problems; Constraint optimization; Extrapolation; Feeds; Greedy algorithms; Integer linear programming; Linear programming; Mathematical programming; Search methods; Testing; Vectors;
Conference_Titel :
Systems, Man, and Cybernetics, 1991. 'Decision Aiding for Complex Systems, Conference Proceedings., 1991 IEEE International Conference on
Conference_Location :
Charlottesville, VA
Print_ISBN :
0-7803-0233-8
DOI :
10.1109/ICSMC.1991.169746