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A weighting subgradient algorithm for multiobjective optimization
Authors:G. C. Bento  J. X. Cruz Neto  P. S. M. Santos  S. S. Souza
Affiliation:1.IME/UFG,Goiania,Brazil;2.DM/UFPI,Teresina,Brazil;3.CMRV/UFPI,Parnaíba,Brazil
Abstract:We propose a weighting subgradient algorithm for solving multiobjective minimization problems on a nonempty closed convex subset of an Euclidean space. This method combines weighting technique and the classical projected subgradient method, using a divergent series steplength rule. Under the assumption of convexity, we show that the sequence generated by this method converges to a Pareto optimal point of the problem. Some numerical results are presented.
Keywords:
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