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Two methods for the maximization of homogeneous polynomials over the simplex

Computational Optimization and Applications(2021)

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Abstract
The paper deals with the numerical solution of the problem P to maximize a homogeneous polynomial over the unit simplex. We discuss the convergence properties of the so-called replicator dynamics for solving P . We further examine an ascent method, which also makes use of the replicator transformation. Numerical experiments with polynomials of different degrees illustrate the theoretical convergence results.
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Key words
Optimization over the simplex, Homogeneous polynomials, Symmetric tensors, Numerical methods, Replicator transformation, Evolutionarily stable strategies, Convergence properties, 90C26, 91A22, 05C69
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