Wednesday, July 14, 2021

Search Problems

A search problem consists of a specification of a set of valid solutions (possibly an empty one) for each possible instance. That is, given an instance, one is required to find a corresponding solution (or to determine that no such solution exists). For example, consider the problem in which one is given a system of equations and is asked to find a valid solution. Needless to say, much of computer science is concerned with solving various search problems (e.g., finding shortest paths in a graph, sorting a list of numbers, finding an occurrence of a given pattern in a given string, etc.). Furthermore, search problems correspond to the daily notion of “solving a problem” (e.g., finding one’s way between two locations), and thus a discussion of the possibility and complexity of solving search problems corresponds to the natural concerns of most people.

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