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Explain using lattice paths why \(\sum_{k=0}^{n}\left(\begin{array}{c}n \\\ k\end{array}\right)=2^{n}\)

Short Answer

Expert verified
\(\sum_{k=0}^{n}\binom{n}{k}\) represents the count of all possible lattice paths for an n by n grid, and since each step can be right or up with 2 choices each, there are \(2^n\) total paths.

Step by step solution

01

Explanation of Lattice Paths

A lattice path is a path along the edges of a grid (lattice) that starts at one corner and ends at another, using only steps to the right or up. Consider a square lattice of dimensions n by n. To get from the bottom-left corner to the top-right corner, one must take a total of n steps to the right (R) and n steps up (U), in any order.
02

Application to Binomial Coefficients

Each distinct sequence of R's and U's represents a unique path across the lattice. There are \(\binom{n}{k}\) ways to choose which k of the n total steps will be R's (right-steps), and the remaining n-k steps will be U's (up-steps). Thus, summing these possibilities over all values of k (from 0 to n) gives the total number of paths from one corner to the opposite.
03

Connection to Powers of 2

Since each step can be either R or U, and there are n steps in total, there are 2 options for each step. Multiplying 2 options per step for n steps, the total number of distinct paths (or combinations of steps) is \(2^{n}\). Again, this is the sum over all the ways to distribute the R's and U's, which correlates to the binomial theorem.
04

Conclusion of the Relationship

Each term in the sum \(\sum_{k=0}^{n}\binom{n}{k}\) represents the number of lattice paths with a specific number of R's and U's. By adding these terms up, we are counting all of the possible lattice paths which is equivalent to calculating \(2^{n}\), the total number of paths. Therefore, \(\sum_{k=0}^{n}\binom{n}{k} = 2^{n}\).

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Binomial Coefficients
Binomial coefficients are fundamental to combinatorics and appear commonly in algebra and calculus. They are represented by the symbol \(\binom{n}{k}\) and are read as 'n choose k.' This coefficient indicates the number of ways to choose k items from a set of n distinct items without regard to the order of selection.

They can be calculated using the formula: \[\binom{n}{k} = \frac{n!}{k!(n-k)!}\] where \(n!\) denotes the factorial of n, which is the product of all positive integers up to n.

In the context of lattice paths, \(\binom{n}{k}\) describes the number of different paths one can take across a grid by making a specific combination of k right-steps and n-k up-steps. Since lattice paths only allow for two directions, these coefficients are essential in determining the total number of unique paths available when moving from one corner of the grid to another.
Combinatorial Proof
A combinatorial proof is a method of proving mathematical statements by counting sets in two different ways to show that they are the same size. This type of proof often uses specific examples and counting principles to establish the truth of general formulas.

In the case of our exercise, the combinatorial proof shows that the total number of lattice paths across a square n by n grid (\(2^n\)) is equal to the sum of the binomial coefficients (\(\sum_{k=0}^{n}\binom{n}{k}\)). The lattice paths method is a combinatorial proof in itself by illustrating two distinct ways of counting the same quantity: first, by considering all possible sequences of steps and second, by summing up the individual counts of sequences featuring a fixed number of right or up movements. Each term in the sum represents one set of combinations, and their total reflects the comprehensive set of all lattice path combinations.
Binomial Theorem
The binomial theorem provides a way to expand expressions that are raised to a power. The expression \( (a + b)^n \) can be expanded to a sum involving binomial coefficients:

\[ (a + b)^n = \sum_{k=0}^{n}\binom{n}{k}a^{n-k}b^k \]

Each term of the expansion corresponds to a particular binomial coefficient that represents the number of ways to choose k instances of 'b' out of n possible spots. For lattice paths, if we take 'a' and 'b' to represent the two choices at each step—right and up, respectively—and considering 'b' as taking a right step 'R' and 'a' as taking an up step 'U', then when b=1 and a=1, the binomial theorem simplifies to: \( (1 + 1)^n = 2^n \) which corresponds to the total number of lattice paths by taking n steps in any order.

By connecting the binomial theorem to counting lattice paths, students can visualize the abstract algebraic concepts and better understand the practical applications of these mathematical principles in combinatorics.

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