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This paper introduced the research states of the modern intelligent optimization algorithms, and made some brief analysis and comment on them. Then it revealed the optimization rules implied in the benchmarking philosophy, and they will provide good inspirations for the design of intelligent optimization algorithms.

Optimization Rules Implied in the Benchmarking Philosophy