# The Algebra Library (alglib)

Collection of algebraic operations.

## nullary_relation

View source`nullary_relation(∼)`

`true`

if `∼`

is a relation of 0-arity.

Note:
In case of `∼`

is a operator, use space after `∼`

as temporary workaround. eg., `nullary_relation(= )`

## unary_relation

View source`unary_relation(∼)`

`true`

if `∼`

is a unary relation.

Note:
In case of `∼`

is a operator, use space after `∼`

as temporary workaround. eg., `unary_relation(= )`

## binary_relation

View source`binary_relation(∼)`

`true`

if `∼`

is a binary relation.

Note:
In case of `∼`

is a operator, use space after `∼`

as temporary workaround. eg., `binary_relation(= )`

## ternary_relation

View source`ternary_relation(∼)`

`true`

if `∼`

is a ternary relation.

Note:
In case of `∼`

is a operator, use space after `∼`

as temporary workaround. eg., `ternary_relation(= )`

## irreflexive

View source`irreflexive(D, ∼)`

A binary relation is irreflexive if `a ∼ a`

is never true for all `a`

in `D`

.

## reflexive

View source`reflexive(D, ∼)`

A binary relation is reflexive if `a ∼ a`

is always true for all `a`

in `D`

.

## symmetric

View source`symmetric(D, ∼)`

A binary relation is symmetric if for all `a`

and `b`

in `D`

, whenever `a ∼ b`

is true,
then also `b ∼ a`

is also true.

## antisymmetric

View source`antisymmetric(D, ∼)`

A binary relation is antisymmetric if for all `a`

and `b`

in `D`

, whenever `a ∼ b`

and
`b ∼ a`

are true, then `b = a`

.

## transitive

View source`transitive(D, ∼)`

A binary relation is transitive if for all `a`

, `b`

and `c`

in `D`

, whenever `a ∼ b`

and
`b ∼ c`

are true, then also `a ∼ c`

is true.

## equivalence_relation

View source`equivalence_relation(D, ∼)`

A binary relation is an equivalence_relation if it is reflexive, symmetric, and transitive

## unary_relation_substitution_laws

View source`unary_relation_substitution_laws(D, R, ≈)`

A unary relation obeys substitution laws if the relation `R`

produces the same results when
values are substituted according to the binary relation `≈`

.

For example, `unary_relation_substitution_laws({1; 2}, {1; 2}, (1, 2))`

is true because
the result of `R(1)`

remains true when `1`

is replaced by `2`

.

## binary_relation_substitution_laws

View source`binary_relation_substitution_laws(D, R, ≈)`

A binary relation obeys substitution laws if the relation `R`

produces the same results
when values are substituted according to the binary relation `≈`

.

## preorder

View source`preorder(D, ≼)`

A binary relation `≼`

is a preorder if it is reflexive and transitive.

## partial_order

View source`partial_order(D, ≼)`

A binary relation `≼`

is a partial order if it is reflexive, antisymmetric, and transitive.

## strict_partial_order

View source`strict_partial_order(D, ≺)`

A binary relation `≺`

is a strict partial order if it is irreflexive, antisymmetric, and
transitive. This is similar to a partial order, but is irreflexive rather than reflexive.

## comparable

View source`comparable(a, b, ≼)`

Two elements `a`

and `b`

are comparable if either `a ≼ b`

or `b ≼ a`

.

## total_order

View source`total_order(D, ≼)`

A binary relation `≼`

is a total order if it is a partial order, and every element in `D`

is comparable with every other element in `D`

with respect to the partial order.

## strict_total_order

View source`strict_total_order(D, ≺)`

A binary relation `≺`

is a strict total order if it is a strict partial order, and every
element in `D`

is either comparable or equal to another element in `D`

.

## maximal_element

View source`maximal_element[D, ≼]`

The maximal element of a partial order `≼`

is an element which is greater than all other
elements in `D`

.

## has_maximal_element

View source`has_maximal_element(D, ≼)`

`true`

if the partial order `≼`

contains a maximal element.

## minimal_element

View source`minimal_element[D, ≼]`

The minimal element of a partial order `≼`

is an element which is less than all other
elements in `D`

.

## has_minimal_element

View source`has_minimal_element(D, ≼)`

`true`

if the partial order `≼`

contains a minimal element.

## unary_operator

View source`unary_operator(D, ⊙)`

A unary operator takes one argument and returns another argument of the same type, i.e., it can be represented as a binary relation.

## binary_operator

View source`binary_operator(D, ⊙)`

A binary operator takes two arguments and returns another argument of the same type, i.e., it can be represented as a relation of arity 3.

## approximately_commutative

View source`approximately_commutative(D, ⊙, ≈)`

A binary operator `⊙`

is approximately commutative if `a ⊙ b`

is approximately equal to
`b ⊙ a`

for all `a`

and `b`

in `D`

, where approximately equal is defined by the binary
relation `≈`

.

## commutative

View source`commutative(D, ⊙)`

A binary operator `⊙`

is commutative if `a ⊙ b`

is equal to `b ⊙ a`

for all `a`

and `b`

in
`D`

.

## approximately_associative

View source`approximately_associative(D, ⊙, ≈)`

A binary operator `⊙`

is approximately associative if `(a ⊙ b) ⊙ c`

is approximately equal
to `a ⊙ (b ⊙ c)`

for all `a`

, `b`

and `c`

in `D`

, where approximately equal is defined by
the binary relation `≈`

.

## associative

View source`associative(D, ⊙)`

A binary operator `⊙`

is associative if `(a ⊙ b) ⊙ c`

is equal to `a ⊙ (b ⊙ c)`

for all
`a`

, `b`

and `c`

in `D`

.

## idempotent

View source`idempotent(D, ⊙, ≈)`

A binary operator `⊙`

is idempotent if `a ⊙ a = a`

for all `a`

in `D`

.

## left_identity

View source`left_identity[D, ⊙]`

A left identity of a binary operator `⊙`

is an element `i`

such that `i ⊙ a = a`

for all
`a`

in `D`

.

## right_identity

View source`right_identity[D, ⊙]`

A right identity of a binary operator `⊙`

is an element `i`

such that `a ⊙ i = a`

for all
`a`

in `D`

.

## identity

View source`identity[D, ⊙]`

An identity of a binary operator `⊙`

is both a left and right identity.

## approximately_has_inverse

View source`approximately_has_inverse(D, ⊙, N, ≈)`

For a binary relation `⊙`

, an inverse of an element `a`

is an element `b`

such that `a ⊙ b`

is approximately equal to the identity element. For `approximately_has_inverse`

, the
inverse operator is given as `N`

, so the inverse of `a`

is `N[a]`

, and approximately equal
to is defined by `≈`

.

## left_zero

View source`left_zero[D, ⊙]`

A left zero of a binary operator `⊙`

is an element `z`

such that `z ⊙ a = z`

for all `a`

in
`D`

.

## right_zero

View source`right_zero[D, ⊙]`

A right zero of a binary operator `⊙`

is an element `z`

such that `z ⊙ a = z`

for all `a`

in `D`

.

## approximately_left_distributive

View source`approximately_left_distributive(D, ⊗, ⊕, ≈)`

A binary operator `⊗`

is approximately left distributive over another binary operator `⊕`

if `a ⊗ (b ⊕ c)`

is approximately equal to `(a ⊗ b) ⊕ (a ⊗ c)`

for all `a`

, `b`

and `c`

in
`D`

.

## left_distributive

View source`left_distributive(D, ⊗, ⊕)`

A binary operator `⊗`

is left distributive over another binary operator `⊕`

if
`a ⊗ (b ⊕ c)`

is equal to `(a ⊗ b) ⊕ (a ⊗ c)`

for all `a`

, `b`

and `c`

in `D`

.

## approximately_right_distributive

View source`approximately_right_distributive(D, ⊗, ⊕, ≈)`

A binary operator `⊗`

is approximately right distributive over another binary operator `⊕`

if `(a ⊕ b) ⊗ c`

is approximately equal to `(a ⊗ c) ⊕ (b ⊗ c)`

for all `a`

, `b`

and `c`

in
`D`

.

## right_distributive

View source`right_distributive(D, ⊗, ⊕, ≈)`

A binary operator `⊗`

is right distributive over another binary operator `⊕`

if
`(a ⊕ b) ⊗ c`

is equal to `(a ⊗ c) ⊕ (b ⊗ c)`

for all `a`

, `b`

and `c`

in `D`

.

## approximately_distributive

View source`approximately_distributive(D, ⊗, ⊕, ≈)`

A binary operator `⊗`

is approximately distributive over another binary operator `⊕`

if it
is approximately both left and right distributive.

## distributive

View source`distributive(D, ⊗, ⊕)`

A binary operator `⊗`

is distributive over another binary operator `⊕`

if it is both left
and right distributive.

## absorption_laws

View source`absorption_laws(D, ⊓, ⊔)`

Binary operator `⊓`

and `⊔`

obey absorption laws if `a ⊔ (a ⊓ b) = a = a ⊓ (a ⊔ b)`

for all
`a`

and `b`

in `D`

. The absorption laws are one of the defining characteristics of the meet
and join operations of a lattice.

## approximately_zero_annihilation

View source`approximately_zero_annihilation(D, ⊙, ≈)`

A binary relation `⊙`

obeys approximate zero annihilation if there exists an element that
is approximately both a left and right zero.

## zero_of_operator

View source`zero_of_operator[D, ⊙]`

A zero of a binary operator `⊙`

is an element that is both a left and right zero.

## zero_annihilation

View source`zero_annihilation(D, ⊙)`

A binary relation `⊙`

obeys zero annihilation if there exists an element that is both a
left and right zero.

## semilattice

View source`semilattice(D, ⊓)`

A semilattice is a set `D`

, with an operator `⊓`

, such that `⊓`

is commutative,
associative, and idempotent. The classic example of a semilattice is a set of subsets with
the intersection operator.

## bounded_semilattice

View source`bounded_semilattice(D, ⊓)`

A bounded semilattice is a semilattice with a maximal element. Equivalently, a semilattice is bounded if it is an idempotent commutative monoid.

## lattice

View source`lattice(D, ⊓, ⊔)`

A lattice is a set `D`

with two operators, `⊓`

and `⊔`

, usually denoted `join`

and `meet`

respectively, such that `(D, ⊓)`

and `(D, ⊔)`

are semilattices, and the operators `⊓`

and
`⊔`

obey absorption laws.

## meet_bounded_lattice

View source`meet_bounded_lattice(D, ⊓, ⊔)`

A lattice is meet bounded if the meet operator `⊓`

forms a bounded semilattice.

## join_bounded_lattice

View source`join_bounded_lattice(D, ⊓, ⊔)`

A lattice is join bounded if the join operator `⊔`

forms a bounded semilattice.

## bounded_lattice

View source`bounded_lattice(D, ⊓, ⊔)`

A lattice is bounded if both the meet and join operators form bounded semilattices.

## partial_order_and_lattice

View source`partial_order_and_lattice(D, ≼, ⊓, ⊔)`

A lattice is partially ordered if it has an operator `≼`

defining a partial order, such
that `a ≼ b`

if and only if `(a ⊓ b) = a`

, and `(a ⊔ b) = b`

.

## partial_order_and_meet_bounded_lattice

View source`partial_order_and_meet_bounded_lattice(D, ≼, ⊓, ⊔)`

A partially ordered lattice is meet bounded if the meet operator `⊓`

forms a bounded
semilattice, and the identity of `⊓`

is the maximal element of `≼`

.

## partial_order_and_join_bounded_lattice

View source`partial_order_and_join_bounded_lattice(D, ≼, ⊓, ⊔)`

A partially ordered lattice is join bounded if the join operator `⊔`

forms a bounded
semilattice, and the identity of `⊔`

is the minimal element of `≼`

.

## partial_order_and_bounded_lattice

View source`partial_order_and_bounded_lattice(D, ≼, ⊓, ⊔)`

A partially ordered lattice is bounded if is both meet and join bounded.

## approximate_monoid

View source`approximate_monoid(D, ⊙, ≈)`

An approximate monoid is a set `D`

with a binary operator `⊙`

that is approximately
associative and has an identity element.

## monoid

View source`monoid(D, ⊙)`

A monoid is a set `D`

with a binary operator `⊙`

that is associative and has an identity
element.

## approximate_commutative_monoid

View source`approximate_commutative_monoid(D, ⊙, ≈)`

An approximate commutative monoid is an approximate monoid where the operator `⊙`

is
approximately commutative.

## commutative_monoid

View source`commutative_monoid(D, ⊙)`

A commutative monoid is a monoid where the operator `⊙`

is commutative.

## approximate_group

View source`approximate_group(D, ⊙, N, ≈)`

An approximate group is an approximate monoid where the operator `⊙`

has approximate
inverses defined by `N`

.

## approximate_abelian_group

View source`approximate_abelian_group(D, ⊙, N, ≈)`

An approximate abelian group is an approximate commutative monoid where the operator `⊙`

has approximate inverses defined by `N`

.

## abelian_group

View source`abelian_group(D, ⊙, N)`

An abelian group is a commutative monoid where the operator `⊙`

has inverses defined by `N`

.

## approximate_semiring

View source`approximate_semiring(D, ⊕, ⊙, ≈)`

An approximate semiring is a set `D`

with two operators, `⊕`

and `⊙`

, where `⊕`

forms an
approximate commutative monoid, `⊙`

forms an approximate monoid and has an approximate zero,
`⊙`

distributes over `⊕`

, and the identity of `⊕`

is approximately equal to the zero of `⊙`

.

## semiring

View source`semiring(D, ⊕, ⊙)`

A semiring is an approximate semiring with equality defined as `=`

.

## approximate_ring

View source`approximate_ring(D, ⊕, N, ⊙, ≈)`

An approximate ring is an approximate semiring where the `⊕`

operator has inverses defined
by `N`

.