$$H \; \dot{=} \left[\begin{array}{ccccc} \alpha & \beta & 0 & 0 & \dots\\ \beta & \alpha & \beta & 0 & \\ 0 & \beta & \alpha & \beta & \ddots \\ 0 & 0 & \beta & \alpha & \ddots \\ \vdots & & \ddots & \ddots & \ddots \\ \end{array}\right] \; \; . $$
Our goal: Find the possible eigenstates of the electron in the potential landscape and the energy of each eigenstate.
$$H\vert \psi \rangle = E \vert \psi \rangle \; \; , $$
Where $\vert \psi \rangle$ is a superposition of all of the possible ground states, written as
$$\vert \psi \rangle \; = \; \sum_{i}^{n} \, c_{i}\, \vert \, i \, \rangle \; \dot{=} \; \left[\begin{array}{c} c_{1} \\ c_{2} \\ \vdots \\ c_{n} \\ \end{array}\right] \; \; . $$
Let's try to see if an unknown state with $c_{i}=1$ for all entries is an eigenvector.
$$H \vert \psi \rangle = \left[\begin{array}{ccccc} \alpha & \beta & 0 & 0 & \dots\\ \beta & \alpha & \beta & 0 & \\ 0 & \beta & \alpha & \beta & \ddots \\ 0 & 0 & \beta & \alpha & \ddots \\ \vdots & & \ddots & \ddots & \ddots \\ \end{array}\right] \left[\begin{array}{c} 1 \\ 1 \\ 1 \\ 1 \\ \vdots \\ \end{array}\right] = E\left[\begin{array}{c} 1 \\ 1 \\ 1 \\ 1 \\ \vdots \\ \end{array}\right] \; \; .$$
Performing the matrix algebra, we find that at the ends of the vector, $E=\alpha + \beta$. For every other entry in the resulting expression,however, $E=\alpha + 2\beta$. If this is a very long chain of potential wells, a state with $c_{i}=1$ is close to being an eigenstate. Would a vector with alternating values of +1 and -1 satisfy the eigenvalue equation?
$$ \left[\begin{array}{ccccccc} \alpha c_{1}& \beta c_{2} & 0 & 0 & 0 & 0 & \dots\\ \beta c_{1}& \alpha c_{2}& \beta c_{3}& 0 & 0 & 0 & \\ 0 & \beta c_{2} & \alpha c_{3} & \beta c_{4} & 0 & 0 & \ddots \\ & & & \vdots & & & \\ 0 & 0 & 0 & \beta c_{p-1} & \alpha c_{p} & \beta c_{p+1} & \dots \\ & & & \vdots & & & \\ \end{array}\right] = \left[ \begin{array}{c} E c_{1} \\ E c_{2} \\ E c_{3} \\ \vdots \\ E c_{p} \\ \vdots \\ \end{array} \right] \; \; , $$
where I have multiplied the Hamiltonian and energy by the eigenvector. Now, we can see that any arbitrary $p$th coefficient (except for the ends) must satisfy
$$ E\, c_{p} \; = \; \beta\, c_{p-1} + \alpha\, c_{p} + \beta\, c_{p+1} \; \; . $$
$$c_{p} \; = \; Ae^{ikpa} \; \; ,$$
where $k$ is the wave vector of the envelope function and $p$ is the position of the basis state. Now, let's insert this expression into the energy expression.
$$E\, Ae^{ikpa} \; = \; \beta\, Ae^{ik(p-1)a} + \alpha\, Ae^{ikpa} + \beta\, Ae^{ik(p+1)a} \; \; , $$
$$ E \; = \alpha + \beta\left(e^{ika}+e^{-ika}\right) \; \; , $$
$$E \; = \; \alpha + 2\beta \cos{ka} \; \; . $$
Let's graph the the as a function of $k$.
Recall that $\beta$ has a negative value; this is very important for graphing the energy correctly. Also notice that, no matter how long the chain of potential wells is, the spread in energies never exceeds $4\beta$.
$$\psi_{k}(x) = \sum_{p=1}^{n}A \sin{(ikpa)} \; \phi(x-pa) \; \; . $$
This function is so important, it has it's own name; it is called a Linear Combination of Atomic Orbitals (LCAO).