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...
Figure 4 Flowchart of MOEDO algorithm. Full size image Algorithm 2 Generation of t of MOEDO Algorithm with IFM procedure Full size image Results and discussion In this section, we present the results derived from our research and experiments, which were conducted to evaluate the efficacy of the...
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 ...
Proper energy management is required to supply load demand. The flowchart for energy management is illustrated in Fig.2. One of the important parameters in energy management is the Loss of Power Supply (LPS)63. When the load demand is fully satisfied (PGen(t)⩾PL(t)),LPS (t)is zero, ...
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...
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...
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...
Figure 1. Flowchart for AO. 3.3. Artificial Hummingbird Algorithm In this section, we will go over the methods of a new MH methodology called the Artificial Hummingbird Algorithm (AHA), which simulates hummingbird activity. Axial, diagonal, and omnidirectional flights are the three forms of ...
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. ...