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Three Strategies Enhance the Bionic Coati Optimization Algorithm for Global Optimization and Feature Selection Problems. [PDF]
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Evolutionary salp swarm algorithm with multi-search strategies and advanced memory mechanism for solving global optimization and complex engineering problems. [PDF]
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This chapter addresses the recent emerging topic known as safe global optimization, with \textit{safe} meaning that no \textit{safety constraints} are violated while sequentially performing evaluations of the noisy black-box objective function. Safety constraints can also be black-box.
Candelieri A, Kvasov D, Sergeev Y
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This volume contains a thorough overview of the rapidly growing field of global optimization, with chapters on key topics such as • complexity, • heuristic methods, • derivation of lower bounds for minimization problems, and • branch-and-bound methods and convergence.
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Global Approximation of Local Optimality: Nonsubmodular Optimization
Journal of the Operations Research Society of China, 2023zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Wei-Li Wu, Zhao Zhang, Ding-Zhu Du
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Lipschitz Expensive Global Optimization
2023Global optimization problems are considered in which the objective functions and constraints can be expensive black-box multiextremal functions satisfying the Lipschitz condition over hyperintervals. Some known approaches to addressing these problems are surveyed.
Kvasov D, Sergeev Y
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