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Linear Algebra




                    Notes          One should note carefully the difference between a collection and a set. Every collection is not a
                                   set. For a collection to be a set, it must be well defined. For example the collection of “any four
                                   natural numbers” is not a set. The members of this collection are not well defined. The natural
                                   number 5 may belong or may not belong to this collection. But the collection of “the first four
                                   natural numbers” is a set. Obviously, the members of the collection are well-defined. They are
                                   1, 2, 3 and 4.
                                   A set is usually denoted by a capital letter, such as A, B, C, X, Y, Z etc. and an element of a set by
                                   the small letter such as a, b, c, x, y, z etc.
                                   A set may be described by actually listing the objects belonging to it. For example, the set A of
                                   single digit positive integers is written as
                                                            A = {1, 2, 3, 4, 5, 6, 7, 8, 9}
                                   Here the elements are separated by commas and are enclosed in brackets { }. This is called the
                                   tabular form of the set.
                                   A set may also be specified by stating properties which its elements must satisfy. The set is then
                                   described as follows:

                                   A = {x : P(x)} and we say that A is the set consisting of the elements x such that x satisfies the
                                   property P(x). The symbol “.” is read “such that”. Thus the set X of all real numbers is simply
                                   written as
                                                            X = {x : x is real} = {x | x is real}.
                                   This way of describing a set is called the set builder form of a set.
                                   When a is an element of the set A, we write a   A. If a is not an element of A, we write a   A.

                                   When three elements, a, b and c, belong to the set A, we usually write  a, b, c   A, instead of
                                   writing a   A, b   A and c   A.
                                   Two sets A and B are said to be equal iff every element of A is an element of b and also every
                                   element of B is an element of A, i.e. when both the sets consist of identical elements. We write
                                   “A = B” if the sets A and B are equal and “A   B” if the sets A and B are not equal.

                                   If two sets A and B are such that every element of A is also an element of B, then A is said to be
                                   a subset of B. We write this relationship by writing A   B.
                                   If A  B, then B is called a superset of A and we write B  A, which is read as ‘B’ is a super-set of
                                   A’ or ‘B contains A’.
                                   If A is not a subset of B, we write A  B, which is read as ‘A is not a subset of B’. Similarly B  A
                                   is read as ‘B is not a superset of A’.
                                   From the definition of subset, it is obvious that every set is a subset of itself, i.e., A   A. We call
                                   B a proper subset of A if, first, B is a subset of A and secondly, if B is not equal to A. More briefly,
                                   B is a proper subset of A, if
                                                                  B  A and B  A.
                                   Another improper subset of A is the set with no element in it. Such a set is called the null set or
                                   the empty set, and is denoted by the symbol  . The null set   is a subset of every set, i.e.,   A.
                                   If A is any set, then the family of all the subsets of A is called the power set of A. The power set of
                                   A is denoted by  P(A). Obviously   and  A  are both  elements of  P(A). If  a finite set A  has  n
                                                                  n
                                   elements, then the power set of A has 2  elements.






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