In the domain of wireless communication systems, particularly those employing Multiple-Input Multiple-Output (MIMO) technology, Transmit Antenna Selection (TAS) emerges as a critical technique for optimizing signal transmission and enhancing communication performance. TAS strategically selects a subset of available transmit antennas to send data, aiming to improve various aspects of communication