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Line search method is sometimes a useful and efficient technique for solving unconstrained optimization problems, especially for solving small and middle scale problems.
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The efficiency of the interior-point method is true for small or middle-scale problems with offline computation.
The GGPM method has good properties that the search direction is only a gradient projection explicit formula and it has nice convergence and numerical results for middle-small-scale problems.
But scale problems abound.
The first test group is made up of 10 problems (P1-P10), of which four small scale problems P1-P4 are taken from [25], which is the problem 7.3.28, 7.3.32, 7.3.31 and 7.3.29, respectively; and the other six middle-large-scale problems P5-P10 are from [31].
Some of them are middle scale".
To verify the effectiveness and efficiency of the proposed algorithm, various middle-scale traveling salesman problems (TSP) are employed to demonstrate the potential of the proposed techniques.
(That "scale" problem, perhaps).
"HTC has a scale problem.
This is a large scale problem.
The minimum wage suffers from a similar scale problem".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com