Pell-Padovan tetranacci numbers and their Hadamard product with classical sequences

This paper presents a unified method for efficiently computing the generating functions of the Hadamard products between Pell-Padovan tetranacci numbers and eight specific classical second-order recurrence sequences.

Helmut Prodinger

Published 2026-03-05
📖 4 min read🧠 Deep dive

Imagine you are a master chef in a very busy kitchen. You have two main ingredients:

  1. The "Pell-Padovan Tetranacci" Soup: This is a special, complex broth made by mixing four previous batches together in a specific recipe. It's a bit like a "super-soup" that depends on its own history to grow.
  2. The "Classical" Spices: These are eight different, well-known spice blends (like Fibonacci, Pell, Jacobsthal, etc.). Each spice blend follows its own simple, two-step recipe.

The Problem: The "Hadamard" Taste Test

In the world of math, there's a special operation called the Hadamard Product. Think of it not as mixing the soup and the spices together in a pot, but rather as a taste test where you take a spoonful of the soup and a spoonful of the spice blend at the exact same moment (the same step in time) and see how they interact.

Mathematicians usually have to do this taste test one by one. If they want to see how the soup tastes with the "Fibonacci spice," they do a long calculation. Then they do it again for the "Pell spice," and again for the "Jacobsthal spice," and so on. It's tedious, like tasting eight different soups eight different times using eight different methods.

The Chef's Shortcut (The Paper's Solution)

Helmut Prodinger, the author of this paper, says, "Wait a minute! Why are we doing this eight times?"

He discovered a universal master recipe. Instead of treating each spice blend as a unique mystery, he realized they all fit into a single, flexible template:
a+bz1+cd+dz2 \frac{a + bz}{1 + cd + dz^2}
Think of this template as a universal spice shaker. By simply turning the knobs (changing the numbers a,b,c,da, b, c, d), you can turn this one shaker into any of the eight specific spice blends mentioned in the paper.

The Magic Trick

Prodinger's method works like this:

  1. The Setup: He puts the "Super-Soup" and the "Universal Spice Shaker" into a machine.
  2. The Calculation: Instead of solving the math for every single spice blend separately, he uses a computer program (called gfun in the software Maple) to taste just the first 30 spoonfuls of the mixture.
  3. The Guess: Based on those 30 spoonfuls, the computer looks at the pattern and says, "Ah! I know exactly what the rest of the recipe is!" It predicts the entire infinite formula for the result.
  4. The Proof: Because the math behind these sequences is predictable (they follow strict rules), once the computer guesses the pattern correctly for the first 30 steps, it is mathematically guaranteed to be correct for all future steps.

The Result

The paper provides a single, giant formula (a long fraction with a numerator NN and a denominator DD) that acts as the "Master Recipe."

  • If you want the result for the k-Fibonacci spice, you just plug in the specific numbers for a,b,c,da, b, c, d from Table 1.
  • If you want the Chebyshev spice, you just change the numbers.

Why This Matters

Before this paper, if you wanted to know how the Pell-Padovan soup interacted with eight different spices, you had to write eight different long proofs. Now, you just have one proof that covers all eight cases instantly.

It's like realizing that instead of building eight different bridges to cross a river, you can build one modular bridge that can be reconfigured to fit any of the eight banks. It saves time, reduces errors, and shows that these seemingly different mathematical worlds are actually connected by a single, elegant structure.

In short: The paper found a "one-size-fits-all" formula that lets mathematicians instantly calculate how a complex sequence interacts with eight different classic sequences, turning a tedious eight-step process into a single, elegant calculation.