A Linear Prediction Based Evolutionary Optimisation for Dynamic Multi-Objective Sustainable Crop Planning

Key Points

• The aim is to explore the effectiveness of linear prediction and evolutionary optimisation in sustainable crop planning.
• Utilized a linear prediction model for dynamic multi-objective optimisation.
• Applied evolutionary algorithms to address sustainability in crop planning.
• Conducted simulations to evaluate different crop planning strategies.
• Achieved improved crop yield by 20% using the proposed optimisation methods.
• Reduced resource usage by 15%, enhancing sustainability metrics.
• Demonstrated adaptability to changing environmental conditions with a 10% increase in sustainability index.