Regression methods for surrogate modeling of a real production system approximating the influence on inventory and tardiness

Keyphrases

• Production System 100%
• Tardiness 100%
• Real Production 100%
• Surrogate Model 100%
• Regression Method 100%
• Material Requirements Planning 66%
• Simulation Model 66%
• Planning Parameters 66%
• Search Space 66%
• Objective Function Value 66%
• Genetic Algorithm 33%
• Regression Model 33%
• Inventory Cost 33%
• Simulation Optimization 33%
• Parameter Optimization 33%
• Lot Size 33%
• Planned Lead Time 33%
• Simple Regression Model 33%
• Performance Indicators 33%
• Real-world Simulations 33%
• Optimization Heuristics 33%
• Tardiness Cost 33%
• Exhaustive Search 33%
• World Production 33%
• System Simulation Model 33%
• Production System Simulation 33%
• Evaluation Time 33%
• Objective Function Approximation 33%

Engineering

• Objective Function 100%
• Production System 100%
• Simulation Model 50%
• Search Space 50%
• Surrogate Model 50%
• Genetic Algorithm 25%
• Lead Time 25%
• Performance Indicator 25%
• Parameter Set 25%
• Simulation Mode 25%