NGAII Multi-Objective Optimization Program for Economic Dispatch
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Resource Overview
Detailed Documentation
NGAII is a multi-objective optimization program designed for solving economic dispatch problems. It efficiently handles multiple objectives such as minimizing fuel costs while maintaining system stability, and features adaptive constraint-handling mechanisms that automatically adjust to varying operational limitations. The implementation utilizes advanced genetic algorithm operators including non-dominated sorting, crowding distance computation, and elite preservation strategies to maintain solution diversity. For complete technical understanding and practical application, we recommend thoroughly studying the accompanying PDF documentation, which contains detailed algorithm explanations, parameter configuration guidelines, and code implementation examples with key functions like population initialization, fitness evaluation, and Pareto-optimal solution selection.
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