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• W2034657461 abstract "We present the energy minimization of atomic clusters as a promising problem class for continuous black box optimization benchmarks. Finding the arrangement of atoms that minimizes a given potential energy is a specific instance of the more general class of geometry optimization or packing problems, which are generally NP-complete. Atomic clusters are a well-studied subject in physics and chemistry. From the large set of available cluster optimization problems, we propose two specific instances: Cohn-Kumar clusters and Lennard-Jones clusters. The potential energies of these clusters are governed by distance-dependent pairwise interaction potentials. The resulting collection of landscapes is composed of smooth and rugged single-funnel topologies, as well as tunable double-funnel topologies. In addition, all problems possess a feature that is not covered by the synthetic functions in current black box optimization test suites: isospectral symmetry. This property implies that any atomic arrangement is uniquely defined by the pairwise distance spectrum, rather than the absolute atomic positions. We hence suggest that the presented problem instances should be included in black box optimization benchmark suites." @default.
• W2034657461 created "2016-06-24" @default.
• W2034657461 creator A5020021560 @default.
• W2034657461 creator A5088460001 @default.
• W2034657461 date "2012-12-01" @default.
• W2034657461 modified "2023-10-01" @default.
• W2034657461 title "Energy Landscapes of Atomic Clusters as Black Box Optimization Benchmarks" @default.
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• W2034657461 doi "https://doi.org/10.1162/evco_a_00086" @default.
• W2034657461 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22779442" @default.
• W2034657461 hasPublicationYear "2012" @default.
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