Lead pipe remediation budgets are limited and ought to maximize public health impact. This goal implies a nontrivial optimization problem; lead service lines connect water mains individual houses, but any realistic replacement strategy must batch replacements at larger scale. Additionally, planners typically lack principled method for comparing the relative value of potential interventions ofte...