A solution procedure using genetic algorithm efficiently, with a defined objective-function to attain the optimization, is proposed to solve this cumbersome problem.
The yardstick of performances was chosen solely as the NPV attained in the optimization scheme.
The best antecedent and consequent parameter values related to the rules are attained in the optimization process.
An overall 9-fold enhancement in phytase activity (62.0 → 575.5 U/ml) was attained due to the optimization.
Since the optimal design for the end-to-end system cannot be analytically obtained in closed form due to the non-monotonic nature, we relax the optimization problem and attain sub-optimal designs in closed form.
We established the optimization technique attaining yield of 2600 kg ha−1 in the tests as following: density of 28 350–31 650 plants ha-1, and supplements of N, P and K of 363-387, 98.58-105.48 and 280.20-319.8 kg ha−1, respectively.
Further enhancement of the GK gene expression would be attained in the future through the optimization of the promoter region.
Meanwhile, more regions in the difference image between the transformed image and the reference image as shown in Figure 13(b) became black, and it also indicated that the iteration of the optimization process attained the global minimum due to the fact that the initial value was close to the desired value with the known orientation difference in advance.
Non-dominated Sorting Genetic Algorithm II (NSGAII) is used to solve the optimization model and attain the matched parameters.
The solution of the optimization problem is attained through the development of a computer program using a genetic algorithm provided by Matlab®.
In a bid to meet the optimization plans through attaining the power generation gap of 26,561 MW by 2020 (Vision 20 2020), the Federal Government in October 2013 privatized the state-owned power firm to attract participations of foreign/private investments into the power sector [39].
