Tag: constraint satisfaction

October 9, 2025 / Mohammed looti

BACKTRACK SEARCH

Backtrack Search: An Algorithmic Problem-Solving Technique 1. The Core Definition of Backtracking Backtracking is fundamentally an algorithmic problem solving technique that systematically searches for a solution by incrementally building candidates to the solutions, and abandoning (backtracking) a candidate as soon as it determines that the candidate cannot possibly be completed to a valid solution. This […]

October 2, 2025 / Mohammed looti

WATER-JUG PROBLEMS

Water-Jug Problems Core Definition Water-jug problems represent a quintessential type of optimization problem extensively investigated within the domain of artificial intelligence. At its essence, the problem challenges an agent to achieve a specific target quantity of water using a limited set of containers with fixed capacities, often referred to as jugs, and a single, unlimited […]