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Answers for “为什么视频说种群规模为 50 时得不到好的解?”

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The video points out that routes crossing over themselves (self-intersections) are a sign of a worse solution. This visual cue is paired with a longer final path length in the status bar.

Conditions: Applies to the interactive TSP visualization shown in the clip.; The context is comparing different algorithm runs or parameters.

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The Machine Learning Playground implements two approaches for TSP: a genetic algorithm and a method based on an elastic neural network together with a self-organization map. The video primarily demonstrates the genetic-algorithm page in detail.

Conditions: The context is the Machine Learning Playground TSP demo.; The approaches are implemented as interactive web pages.

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In the genetic-algorithm TSP demo, greedy crossover uses a heuristic rule that tries to choose the nearest unvisited city as the next move. This approach is presented as a way to quickly obtain an effectively short route.

Conditions: Used inside the genetic-algorithm TSP implementation.; The crossover option is enabled (greedy crossover: true).; At each step, the next city is chosen by nearest-unvisited-city preference.