2024 School of Engineering and Applied Sciences RESEARCH INVENTION JOURNAL OF ENGINEERING AND PHYSICAL SCIENCES Quantum Computing and Optimization: A Comparative Analysis of Classical and Quantum Algorithms Kawino Charles K.