Maheshwari, S. and Gupta, S. and Choudhary, S.S. “Mathematical Model and Statistical Assessment of Non Linear Scheduling Optimization in Cloud Environment using Improved Cuckoo Search Algorithm”, Communications on Applied Nonlinear Analysis, 2024, vol. 31, pp. 294-310.
The research paper proposes an enhanced Cuckoo Search algorithm to address the complex and dynamic nature of non-linear scheduling problems in cloud computing. By incorporating novel exploration and exploitation strategies, the proposed algorithm effectively balances global exploration and local exploitation, leading to improved solution quality and faster convergence. The algorithm is evaluated on a diverse set of benchmark problems, demonstrating superior performance compared to existing state-of-the-art techniques.