| | PSO procedure | | [Inputs]: The chromosomes are presented as W = [ , ]. | | [Population]: Chromosome sets are presented as | | , where , , , , , and . | | [Output]: Best PSO weights are denoted as WBPSO. | | Initialization: The collection of chromosomes represents the WBPSO values. | | [Fitness Valuation]: Adjust the fitness () using the population [P] through systems 4–12. | | (i) [Terminating Standards]: Terminate the process, when the below criteria meets, [TolCon = 10–19], [Generations = 120], [ = 10–19], [TolFun = 10–21], [StallLimit = 110], and [Size of population = 210]. | | Move to [storage]. | | [Ranking]: WBPSO shows the population rank for . | | [Storage]: [WBPSO], , [iterations], [time], and [Counts of function] for PSO. | | [PSO] process ends. |
| | [SQP] process starts. | | [Inputs]: WBPSO. | | [Output]: WPSOSQP represents the best values of the weights. | | [Initialize]: WPSOSQP, Iterations and Assignments. | | [Stopping rules]: [Iterations = 170], [ = 10–20], [Max-Fun-Evals = 170000] and [TolFun = 10–19], [Tol-X = 10–22]. | | [FIT Calculation]: Compute [WBPSO] and through equations (5)–(13). | | [Amendments]: Regulate [fmincon] for SQP, to perform the ‘W’ for equations (5)–(13). | | [Store]: Transform WBPSO,nt. | | [SQP] process ends. |
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