This document discusses optimization techniques for pollution control. It introduces optimization analysis as a process for firms to determine output levels that maximize profit by minimizing costs. The document examines the relationship between marginal, total, and average economic concepts like revenue, cost, and profit. It then presents a case study where the optimal level of pollution is determined by balancing marginal costs and marginal benefits, with the equilibrium point Q* representing the optimal pollution level that should be controlled for.