5. Consider one of the metaheuristic methods and answer the following questions: A) Write the area of application, advantages and disadvantages. B) Explain why it is not considered as heuristic...


5. Consider one of the metaheuristic methods and answer the following questions:<br>A) Write the area of application, advantages and disadvantages.<br>B) Explain why it is not considered as heuristic method?<br>C) What solution do you suggest to increase the convergence speed of this method?<br>D) Justify the problem of exploration and exploitation in proportion to the mathematical<br>relation of the objective function.<br>G) Given the complex classes of problems, can you explain which category is appropriate?<br>H) Which optimization methods are suitable for this purpose such as global, local, convex,<br>stochastic, deterministic, non-derivative and gradient-based? Why?<br>

Extracted text: 5. Consider one of the metaheuristic methods and answer the following questions: A) Write the area of application, advantages and disadvantages. B) Explain why it is not considered as heuristic method? C) What solution do you suggest to increase the convergence speed of this method? D) Justify the problem of exploration and exploitation in proportion to the mathematical relation of the objective function. G) Given the complex classes of problems, can you explain which category is appropriate? H) Which optimization methods are suitable for this purpose such as global, local, convex, stochastic, deterministic, non-derivative and gradient-based? Why?

Jun 11, 2022
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