" How I Built a Sudoku Solver Using Backtracking from Scratch (Complete with UI) "

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Solving Sudoku manually is fun โ but building a Sudoku solver from scratch in code? Thatโs where the real magic begins. In this blog, Iโll walk you through how I built an interactive 9x9 Sudoku game with a built-in solver using JavaScript, HTML/CSS, and the classic backtracking algorithm. You can try it, play with it, and learn how the logic works behind the scenes!
๐ What is Backtracking?
Backtracking is a problem-solving algorithm that incrementally builds candidates to the solutions and abandons a candidate ("backtracks") as soon as it determines that the candidate cannot possibly be completed to a valid solution.
In Sudoku, this means:
Try placing a number.
If it leads to a conflict, undo it and try the next possibility.
Repeat until the entire board is filled correctly.
Think of it like trying keys in a lock until one fits โ but efficiently skipping keys that are clearly wrong.
๐งฉ Why Backtracking is Perfect for Sudoku
Sudoku is a constraint satisfaction problem, where:
- Each number 1โ9 must appear once in every row, column, and 3x3 subgrid.
Backtracking helps explore the possible number placements for each empty cell while ensuring constraints are satisfied. If a dead-end is reached, the algorithm backtracks and tries another path โ perfect!
๐ป Technologies Used
HTML & CSS: For layout and styling.
JavaScript (jQuery): For logic, board rendering, input handling, validation, and the backtracking solver.
๐ง The Logic Behind My Sudoku Solver
Hereโs a simplified view of the key functionality:
๐ 1. Finding the Next Empty Cell
findClosestEmptySquare: function (row, col) {
for (let i = col + 9 * row; i < 81; i++) {
let walkingRow = Math.floor(i / 9);
let walkingCol = i % 9;
if (this.matrix.row[walkingRow][walkingCol] === '') {
return this.$cellMatrix[walkingRow][walkingCol];
}
}
return null;
}
๐ข 2. Finding Legal Numbers
findLegalValuesForSquare: function (row, col) {
let legalNums = [1, 2, 3, 4, 5, 6, 7, 8, 9];
// Eliminate numbers already present in row, col, or 3x3 box
}
๐งฎ 3. Recursive Solver with Backtracking
solveGame: function (row, col) {
this.recursionCounter++;
let next = this.findClosestEmptySquare(row, col);
if (!next) return true; // Solved!
let legalValues = this.findLegalValuesForSquare(...);
for (let val of legalValues) {
// Try value
if (this.solveGame(...)) return true;
// Backtrack if it doesnโt work
}
return false;
}
๐ฎ The Interface: Intuitive and Clean
Users can:
Input values manually.
Click "Validate Board" to check correctness.
Click "Solve" to auto-complete the puzzle.
Click "Reset" to clear the board.
The UI dynamically highlights invalid entries and disables input after solving. It even logs the number of recursive calls and time taken!
โจ Styling Highlights (CSS)
Dark gradient theme with neon accents.
Responsive layout โ mobile-friendly.
Clean separation of 3x3 subgrids using color contrast.
Example:
.sudoku-menu button {
background: linear-gradient(to right, #ff416c, #ff4b2b);
border-radius: 8px;
font-weight: bold;
}
โ ๏ธ Challenges I Faced
Managing and updating 3 different validation matrices (rows, columns, subgrids).
Handling user inputs and real-time validation.
Avoiding global state issues with multiple solver calls.
Making the UI intuitive and interactive while keeping it responsive.
๐ What I Learned
Deepened my understanding of recursion and constraint-based search.
Gained hands-on experience in modular JavaScript and UI interaction.
Realized how powerful simple algorithms can be when combined with good UX.
๐ Live Demo + Source Code
๐ GitHub: https://github.com/Sushil2k4
Feel free to fork it, customize it, and build on top of it!
๐ Final Thoughts
This project started as a DSA exercise but turned into a fully functioning game with UI polish and robust logic. If you're learning algorithms, I highly recommend building a Sudoku solver. Itโs a great way to reinforce:
Backtracking
Constraint handling
DOM manipulation
And the best part? Itโs really fun.
Want to try the Sudoku Solver? Drop me a star โญ on GitHub and feel free to reach out on LinkedIn if you have any questions !
"Stay curious, keep learning, and let your code make a difference!"
~ Sushil Kumar Mishra
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