Supply network design, facility location, and raw material selection involve critical trade-off decisions that significantly impact profit margins. These decisions often require handling high complexity and combinatorial explosion. The vast number of alternative options may exceed human evaluation capabilities, necessitating optimization models. In strategic decision-making, even minor changes can profoundly affect profitability. Poor choices may lead to increased costs, reduced service levels, and diminished competitiveness.