Multi-objective energy consumption scheduling based on decomposition algorithm with the non-uniform weight vector

- A decomposition algorithm with non-uniform weight vector scheme is proposed for solving MECSP.
- The balance factor is designed to maintain the diversity of solutions. The scale factor is utilized to enhance the searching ability in entire solution space.
- The effectiveness of the non-uniform weight vector is verified by the MECSP problems and the modified standard ZDT problems.
- The proposed algorithm is efficient for solving the large-scale scheduling problems, especially for problems that have magnitude difference between two optimization objectives.