This lecture by the instructor covers solving strategies for energy system optimization problems, including defining optimization algorithms, model equations, decision variables, and constraints. It also discusses different types of optimization problems such as optimal operation, sizing, design, and retrofit, along with the black box method and heat recovery examples.