Livoa LogoLivoa

Algorithm | How Space Memory is Calculated | Corresponding Code

--------------------- | ----------------------------------------------- | ------------------------------------------------------------------

BFS | Max number of nodes in queue + explored set | max_memory = max(max_memory, len(frontier) + len(explored))

DFS | Max number of nodes in stack + explored set | max_memory = max(max_memory, len(frontier) + len(explored))

UCS | Max size of priority queue + explored cost dict | max_memory = max(max_memory, len(frontier) + len(explored_cost))

IDS | Max stack size across all DLS iterations | max_total_memory = max(max_total_memory, memory)

A* | Max size of priority queue + g_scores | max_memory = max(max_memory, len(frontier) + len(g_scores))

Hill Climbing | Only current node + neighbors | max_memory = max(max_memory, len(explored))

Genetic Algorithm | Population size stored in memory per generation | population = [...]len(population)

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by mmm

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