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In addition, the searching directions in [7] and our algorithm are also different.
In the novel SA, the probability matrix is designed as a probabilistic neighbor-generation procedure to guide the searching directions.
Equation (10) reaches the optimal point by utilizing Newton's steps, NS Newton, and searching directions by pre-conjugate gradient (PCG) method [ 23].
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The choice of a new searching direction leads to quite different in establishing the convergence result of Algorithm 3.1.
Now, we give some comment on the searching direction (d_{k}) defined by (2.3).
And we apply (y^{k}) and (F_{k}) to construct the searching direction (d^{k}).
This paper constructed a new searching direction, which is not the gradient of a corresponding function.
Throughout the search process, searching experience is continuously accumulated in order to shape the global picture of the search space guiding the future searching direction.
Step 3 Compute the main search directions.
Generate search directions based on the APS strategy.
The appropriate choices of u that lead to obtaining the unique search directions from the above system are called commutative class of search directions (see, e.g., [36]).
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