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What are the limitations of traditional optimization approaches mentioned in the text?
What are the limitations of traditional optimization approaches mentioned in the text?
Computationally expensive, may fail for discontinuous objective functions, may not be suitable for parallel computing, difficult to handle discrete (integer) variables, and may not necessarily be adaptive.
What is the purpose of evolutionary algorithms as mentioned in the text?
What is the purpose of evolutionary algorithms as mentioned in the text?
Evolutionary algorithms have been evolved to address the limitations of solving optimization problems with traditional approaches.
Name two evolutionary algorithms mentioned in the text and the behaviors they follow.
Name two evolutionary algorithms mentioned in the text and the behaviors they follow.
Genetic Algorithms (GA) follow genetics and evolution behaviors, while Ant Colony Optimization (ACO) follows the behavior of ant colony.
What biological and physical behaviors do evolutionary algorithms follow?
What biological and physical behaviors do evolutionary algorithms follow?
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Who is the author of the text and which institute is mentioned as their affiliation?
Who is the author of the text and which institute is mentioned as their affiliation?
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