Research Article
Predicting Ink Transfer Rate of 3D Additive Printing Using EGBO Optimized Least Squares Support Vector Machine Model
Algorithm 1
Flower pollination strategy.
| (1) | Objective min or max f(x), x = (x1, x2, ..., xd) | | (2) | Initialize a population of n flowers/pollen gametes with random solutions | | (3) | Find the best solutionin the initial population | | (4) | Define a switch probability | | (5) | while (t < MaxGeneration) | | (6) | for i = 1:n (all n flowers in the population) | | (7) | If rand < p | | (8) | Draw a (d-dimensional) set vector L which obeys a Lèvy distribution | | (9) | Global pollination via | | (10) | else | | (11) | Draw from a uniform distribution in [0, 1] | | (12) | Randomly choose j and k among all the solutions | | (13) | Do local pollination via | | (14) | end if | | (15) | Evaluate new solutions | | (16) | If new solutions are better, update them in the population | | (17) | end for | | (18) | Find the current best solution | | (19) | end while |
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