Linear Programming Relaxation involves simplifying a Combinatorial optimization problem by relaxing its Integer constraints, allowing for Continuous Variables, which can be efficiently solved using Linear programming techniques. This relaxation provides a Bound for the original problem and can often facilitate Easier solutions or Insights into more complex integer problems.