Lattices are special structures in math that organize elements with a specific order. They're built on partially ordered sets, where any two elements have a least upper bound and greatest lower bound.
In lattices, we use and operations to find these bounds. These operations follow rules like and , which help us understand how elements relate to each other in the .
Lattice Definition
Partially Ordered Sets and Lattices
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A partially ordered set (poset) consists of a set P together with a binary relation ≤ that satisfies reflexivity (a≤a), antisymmetry (a≤b and b≤a imply a=b), and transitivity (a≤b and b≤c imply a≤c)
A lattice (L,≤) is a partially ordered set in which any two elements a,b∈L have a least upper bound (join) denoted by a∨b and a greatest lower bound (meet) denoted by a∧b
The binary operations ∨ (join) and ∧ (meet) on a lattice satisfy the following properties for all a,b,c∈L:
Associativity: (a∨b)∨c=a∨(b∨c) and (a∧b)∧c=a∧(b∧c)
Commutativity: a∨b=b∨a and a∧b=b∧a
: a∨(a∧b)=a and a∧(a∨b)=a
Bounds in Lattices
An upper bound of a subset S of a partially ordered set (P,≤) is an element u∈P such that s≤u for all s∈S
The set of all upper bounds of S is denoted by U(S)
A lower bound of a subset S of a partially ordered set (P,≤) is an element l∈P such that l≤s for all s∈S
The set of all lower bounds of S is denoted by L(S)
The least upper bound (join) of a subset S of a lattice (L,≤) is the unique element ⋁S∈L such that:
⋁S is an upper bound of S
For any other upper bound u of S, we have ⋁S≤u
The greatest lower bound (meet) of a subset S of a lattice (L,≤) is the unique element ⋀S∈L such that:
⋀S is a lower bound of S
For any other lower bound l of S, we have l≤⋀S
Lattice Properties
Completeness
A lattice (L,≤) is complete if every subset S⊆L has a least upper bound ⋁S and a greatest lower bound ⋀S in L
In a complete lattice, the empty set ∅ has a least upper bound ⋁∅, which is the bottom element ⊥, and a greatest lower bound ⋀∅, which is the top element ⊤
Examples of complete lattices include:
The power set of a set ordered by inclusion (P(X),⊆)
The set of all divisors of a positive integer ordered by divisibility (Div(n),∣)
Algebraic Properties of Lattices
Associativity: For all a,b,c∈L, (a∨b)∨c=a∨(b∨c) and (a∧b)∧c=a∧(b∧c)
This property allows for the unambiguous notation of ⋁i=1nai and ⋀i=1nai for finite joins and meets
Commutativity: For all a,b∈L, a∨b=b∨a and a∧b=b∧a
The order of elements in a join or meet operation does not affect the result
Idempotence: For all a∈L, a∨a=a and a∧a=a
Joining or meeting an element with itself yields the same element
Absorption: For all a,b∈L, a∨(a∧b)=a and a∧(a∨b)=a
This property relates the join and meet operations, showing that an element "absorbs" the result of joining or meeting it with another element