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In abstract algebra, a generating set of a group is a subset of the group set such that every element of the group can be expressed as a combination (under the group operation) of finitely many elements of the subset and their inverses. In other words, if is a subset of a group , then , the subgroup generated by , is the smallest subgroup of containing every element of , which is equal to the intersection over all subgroups containing the elements of ; equivalently, is the subgroup of all elements of that can be expressed as the finite product of elements in and their inverses. (Note that inverses are only needed if the group is infinite; in a finite group, the inverse of an element can be expressed as a power of that element.) If , then we say that generates , and the elements in are called generators or group generators. If is the empty set, then is the trivial group , since we consider the empty product to be the identity. When there is only a single element in , is usually written as . In this case, is the cyclic subgroup of the powers of , a cyclic group, and we say this group is generated by . Equivalent to saying an element generates a group is saying that equals the entire group . For finite groups, it is also equivalent to saying that has order . A group may need an infinite number of generators. For example the additive group of rational numbers is not finitely generated. It is generated by the inverses of all the integers, but any finite number of these generators can be removed from the generating set without it ceasing to be a generating set. In a case like this, all the elements in a generating set are nevertheless "non-generating elements", as are in fact all the elements of the whole group − see Frattini subgroup below. If is a topological group then a subset of is called a set of topological generators if is dense in , i.e. the closure of is the whole group . Finitely generated group If is finite, then a group is called finitely generated. The structure of finitely generated abelian groups in particular is easily described.
[2]Paolo Prandoni, [3]LCAV, EPFL
In this notebook we will explore various ways to implement a system
that changes the voice of a speaker. Typical applications for these
techniques, strictly sorted by plausibility, include international spy
missions and prank telephone calls, and devices such as the one
displayed here can be easily bought on the web... or in a novelty shop.
No description has been provided for t [2]Paolo Prandoni, [3]LCAV, EPFL
The concept of "basis" for a vector space is one of the most profound
and fruitful ideas in linear algebra. Basis vectors are the "building
blocks" that all other vectors are built from; by "disassembling" a
vector into a linear combination of basis elements we are able to "look
inside" the vector and highlight many of its relevant features.
A vector space has an infinite number o