A cost structure is proposed for optimizing the recirculation and recycling of commodities and energy usage considering regional, national and global operating scales. The methodology proposed involves business administration theory and economics and employs the previously introduced equality principle and the model for efficient use of resources for optimal production economy (EUROPE) to impose shadow costs on unwanted material wastes and energy residuals that produce economic incentives to reduce such wastes at the source. A case study presents the practical application of the proposed theory in a national and a global context. It is concluded that the presented methodology is useful for increasing the cost-effectiveness and optimizing recirculation and recycling in the usage of energy resources and natural resources in general. Profitability increases, technology is advanced and environmental conditions improve simultaneously through the application of the EUROPE model to analyze government policy related to the recirculation and recycling of solid wastes and energy. Furthermore, the equity of the distribution of such recirculation and recycling facilities is improved. The developed methods are useful information support tools for decision-making in the management of energy and other natural resources with emphasis on the economics of recirculated and recycled residuals.