What distinguishes random searching techniques like DFS, BFS, and IDDFS from genetic algorithm-based goal searches, and what are their commonalities? Is the use of Genetic Algorithms likely to provide better results? If such is the case, what are the reasons behind it? Certain one is the most effective when it comes to resolving which categories of problems?

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