Multiset
A multiset, sometimes called a bag, is a generalization of the concept of a set that, unlike a set, allows multiple instances of its elements. Formally, a multiset is a collection of elements in which elements can appear more than once. The number of times an element appears in a multiset is called its multiplicity.
The fundamental difference between a set and a multiset is that sets are defined by membership: an element is either in the set or it is not. In contrast, multisets allow for quantifying the membership of an element, indicating how many times the element is present.
Key Characteristics:
- Elements can repeat: The defining feature of a multiset is that it permits the same element to occur multiple times.
- Multiplicity: Each element in a multiset has an associated multiplicity, which is a positive integer indicating the number of occurrences of that element within the multiset.
- Order is generally irrelevant: Similar to sets, the order in which elements are listed in a multiset is typically considered unimportant. {a, a, b} is generally considered the same multiset as {a, b, a}.
- Formal Representation: Multisets can be formally represented as a function that maps each element to its multiplicity. For example, the multiset {a, a, b} can be represented as m(a) = 2, m(b) = 1, where m is the multiplicity function.
- Cardinality: The cardinality (or size) of a multiset is the sum of the multiplicities of all its distinct elements. For the multiset {a, a, b}, the cardinality is 2 + 1 = 3.
- Subset and Superset: Multiset inclusion is defined based on multiplicity. A multiset A is a submultiset of multiset B if the multiplicity of each element in A is less than or equal to its multiplicity in B.
Applications:
Multisets find use in diverse areas, including:
- Database Management Systems: Used in relational algebra and query processing.
- Combinatorics: Counting problems where elements can be selected multiple times.
- Computer Science: Analyzing data structures, especially in scenarios where duplicate entries are meaningful.
- Mathematical Modeling: Representing collections of objects in various models.