Mathematical Preliminaries: Arrangement and selection problems
Mathematical Preliminaries: Arrangement and Selection Problems
Basics of Arrangement
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Arrangement problems primarily deal with combinations and permutations of sets or sequences. They may also be referred to as combinatorial problems.
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A permutation of a set is any arrangement of its elements. The order of the elements in a permutation is important.
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The number of permutations of a set of
nelements isn!(n factorial), which is the product of all positive integers less than or equal ton. -
A combination of a set is an selection of its elements. Unlike permutations, the order does not matter in a combination.
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The number of combinations of
ritems from a set ofnelements is given bynCr = n! / [(n - r)! * r!]
Factorial
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The factorial of a non-negative integer
n(denoted asn!), is the product of all positive integers less than or equal ton. -
It acts as an essential tool while dealing with permutations and combinations.
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Factorial of zero is defined as one i.e.,
0! = 1
Permutations and Combinations
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A permutation is an arrangement from a set where the order is important.
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The number of permutations of
nthings takenrat a time is denoted asnPr = n! / (n - r)! -
A combination is a selection from a set where the order is unimportant.
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The number of combinations of
nthings takenrat a time is denoted asnCr = n! / [(n - r)! * r!]
Distinguishable and Indistinguishable Objects
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Arrangements of distinguishable objects are governed by the rules of permutations and combinations, focusing on the placing or selecting of unique, distinguishable items.
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Arrangements of indistinguishable objects, such as anagrams, use multiset coefficients to account for indistinguishability.
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When arranging
nindistinguishable objects intordistinct boxes, use a stars and bars argument to consider possible divisions.
Special Cases
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Circular permutations refer to arrangements around a circle, where there is no ‘start’ and ‘end’ to the set. There are
(n-1)!ways to arrangenobjects in a circle. -
Permutations with repetition are used when some items within the set are the same (indistinguishable). Divide the total permutation count
(n!)by the factorial of the count of each repeated element. -
The Binomial theorem describes the algebraic expansion of powers of a binomial and can also be seen as a combination problem where it can be applied.