“…Since the last eight decades, many research articles based on the steady‐state energy modeling of MSE have been published 3, 6–13. These articles represent a wide range of solution approaches for solving the set of nonlinear algebraic equations (SNLAE), such as different solvers (fsolver) 13, iterative methods (Gauss elimination, Gauss‐Seidel, Newton‐Raphson methods) 3, pinch analysis (composition and grand composition curve) 14, 15, the interior‐point method 16, genetic algorithms 17, differential evolution, particle swarm optimization 18, the water cycle algorithm 19, the artificial electric field algorithm 20, 21, etc., in the MATLAB environment. The introduction of different new deterministic (nonlinear programming) and stochastic approaches (metaheuristic approaches) to find the optimal value makes it essential to check the best solution obtained in the minimum time period.…”