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@inproceedings{Shoemaker2003MAPOUA, title={MAPO: using a committee of algorithm-experts for parallel optimization of costly functions}, author={Christine A. Shoemaker and Rommel G. Regis}, booktitle={SPAA}, year={2003} }

- Published 2003 in SPAA
DOI:10.1145/777412.777451

This paper describes a new parallel algorithm for optimizing costly nonconvex functions with box constraints when derivatives are unavailable. MAPO (Multi-Algorithm Parallel Optimization) iteratively uses a committee of optimization algorithms based on response surfaces to generate candidate points for function evaluation. In each iteration, the evaluation… CONTINUE READING

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