May 2019
Intermediate to advanced
698 pages
17h 21m
English
Content preview from The Complete Rust Programming Reference Guide
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Metaheuristic approaches
Dynamic programming is great for constraint satisfaction problems. However, better solutions can be found using something akin to systematic guessing, or metaheuristics. These problem-agnostic solution generators can be classified in several ways, for instance, whether they are population-based, inspired by nature, and searching globally or locally.
Whichever optimization algorithm is chosen, it will treat the problem like a search problem, trying to find the best possible solution within the solutions provided. Absent of any guarantees to find the best solution possible, it will typically find a good enough solution. Thanks to the expensive runtimes of NP-hard problems, a wide variety of ways can lead to a better ...
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