Repetition process, and flowchart of HO After completing each iteration of the HO algorithm, all population members are updated based on Phases 1 to 3 this process of updating the population according to Eqs. (3–19) continues until the final iteration. During the execution of the algorithm, t...
Step 9: Nuclear reaction level is repeated until a terminating criterion is satisfied. The flowchart of the FuFiO algorithm is illustrated in Fig.12. Figure 12 Flowchart of the Fusion–Fission Optimization (FuFiO) algorithm. Full size image FuFiO validation The No Free Lunch (NFL) theorem95is...
This flowchart discusses the overall working of the email phishing attack classification using machine and deep learning algorithms. We have discussed the LSTM, NB, and SVM algorithm step by step to solve the phishing attack problem. The phishing email classification technique is shown in Fig. 8 ...
In this section, the specialized GA is described, and an overall flowchart is presented in Fig. 3. The previously introduced methods operate on the individual triplets of (u_,w_,q_). Because the GA operates on populations with population size μ, so μ possibly different population triplets ...
Algorithm flowchart 1 Start→Algorithm 1. 2 Algorithm 1 Output (Optimized partition P*)→Algorithm 2 Input(Weighted complete graph Gk) 3 Algorithm 2 Output(k-nearest neighbor graph)→Algorithm 3 Input (k-nearest neighbor graph) 4 Algorithm 3 Output (Partition P of n samples)→End From the ...
Fig. 4. The REMS flowchart, (a) the operation to switch ON/OFF (b) the operation to charge supply–demand and BT using Dgen. 2.3. Climatological conditions and energy demand of the study location A case study was conducted to evaluate the optimal capacity of the conceptualized grid-independe...
Flowchart of the modified DA for multiobjective problems. 3. Test Results and Discussions In this section, the experimental evaluation of the modified DA is presented. The MATLAB [32] software was used for the solution of single-objective and multiobjective problem optimizations and the application...
Flowchart of the proposed algorithm. Full size image Application of the proposed KCGWO to data clustering A crucial stage in every metaheuristic approach is solution encoding. Each solution (grey wolf) represents all the cluster centers. These solutions are first produced randomly. However, the best...
Flowchart of the LSTM- ChoA algorithm. Full size image Step (1): Initialize LSTM {E, LR, NHU, NL} parameters and the ChoA algorithm parameters that include the chimp population \(\left\{{r}_{1},{r}_{2},l\right\}\) and the constants \(\left\{a,\mathrm{c},m\right\}\). Ste...
FIG. 7 is a flowchart illustrating marshalling a data object into XML in accordance with exemplary aspects of the present invention. Operation begins and the marshalling code receives an object to be transmitted (block702). The marshalling code then identifies the object type (block704) and conver...