Výsledky vyhledávání - non-smooth and multiobjective optimization

Training feedforward neural network via multiobjective optimization model using non-smooth L 1 / 2 regularization Autor Senhaji, Kaoutar, Ramchoun, Hassan, Ettaouil, Mohamed

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Training feedforward neural network via multiobjective optimization model using non-smooth L1/2 regularization Autor Senhaji, Kaoutar, Ramchoun, Hassan, Ettaouil, Mohamed

“… This present work proposes a multiobjective modelling problem involving two objectives: accuracy and complexity since the learning problem is multiobjective by nature…”
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Optimization and equilibrium problems with equilibrium constraints in infinite-dimensional spaces Autor Mordukhovich, Boris S.

“…) and equilibrium problems with equilibrium constraints (EPECs) treated from the viewpoint of multiobjective optimization…”
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Quasi-Newton methods for solving non-smooth multiobjective optimization Autor Najmeh Hoseini Monjezi

“…In this paper, a quasi-Newton type algorithm for non-smooth multiobjective optimization is presented…”
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Multiobjective Optimization of Non-Smooth PDE-Constrained Problems Autor Bernreuther, Marco, Dellnitz, Michael, Gebken, Bennet, Müller, Georg, Peitz, Sebastian, Sonntag, Konstantin, Volkwein, Stefan

“…Multiobjective optimization plays an increasingly important role in modern applications, where several criteria are often of equal importance…”
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Optimality and duality relations for multiobjective fractional semi-infinite optimization problems with equilibrium constraints: Optimality and duality relations for multiobjective Autor Biswas, Bishal, Gupta, S. K.

“…In this article, we consider a non-smooth multiobjective fractional semi-infinite optimization problems with equilibrium constraints…”
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Optimality and duality for V-invex non-smooth multiobjective programming problems Autor Mishra, S.K., Wang, S.Y., Lai, K.K.

“…We consider non-smooth multiobjective programming problems with inequality and equality constraints involving locally Lipschitz functions…”
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Optimality and duality relations for multiobjective fractional semi-infinite optimization problems with equilibrium constraints Autor Biswas, Bishal, Gupta, S. K.

“…In this article, we consider a non-smooth multiobjective fractional semi-infinite optimization problems with equilibrium constraints…”
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Trust region methods for solving multiobjective optimisation Autor Qu, Shaojian, Goh, Mark, Liang, Bing

“… Under suitable assumptions, the global convergence of the new algorithm is established. We then extend the trust region method to solve the non-smooth multiobjective…”
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Duality for non smooth non linear fractional multiobjective programs via (F,ρ) - convexity Autor Bhatia, D., Garg, Pankaj Kumar

“…(F,ρ) convexity and related definitions are used to establish duality results for nonsmooth non-linear multiobjective fractional programming…”
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Non-convex multiobjective optimization under uncertainty: a descent algorithm. Application to sandwich plate design and reliability Autor Mercier, Q., Poirion, F., Désidéri, J. A.

“…In this paper a novel algorithm for solving multiobjective design optimization problems with non-smooth objective functions and uncertain parameters is presented…”
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Generalized Conditional Gradient Methods for Multiobjective Composite Optimization Problems with Hölder Condition Autor Chen, Wang, Tang, Liping, Yang, Xinmin

“…In this paper, we deal with multiobjective composite optimization problems, where each objective function is a combination of smooth and possibly non-smooth functions…”
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Generalized Conditional Gradient Methods for Multiobjective Composite Optimization Problems with Hölder Condition: Generalized conditional gradient methods Autor Chen, Wang, Tang, Liping, Yang, Xinmin

“…In this paper, we deal with multiobjective composite optimization problems, where each objective function is a combination of smooth and possibly non-smooth functions…”
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A generalized conditional gradient method for multiobjective composite optimization problems Autor Assunção, P. B., Ferreira, O. P., Prudente, L. F.

“…This article deals with multiobjective composite optimization problems that consist of simultaneously minimizing several objective functions, each of which is composed of a combination of smooth and non-smooth functions…”
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A multiobjective continuation method to compute the regularization path of deep neural networks Autor Amakor, Augustina Chidinma, Sonntag, Konstantin, Peitz, Sebastian

“…) as two conflicting criteria and solving the resulting multiobjective optimization problem…”
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Karush-Kuhn-Tuker type conditions for optimality of non-smooth multiobjective semi-infinite programming Autor Caristi, G., Kanzi, N.

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Optimality and duality for multiobjective fractional programming involving non-smooth generalized -univex functions Autor Liu, Jen-Chwan, Liu, Chun-Yu

“…We establish properly efficient necessary and sufficient optimality conditions for multiobjective fractional programming involving nonsmooth generalized (F, b, [phi], [rho], [theta])-univex functions. Utilizing…”
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Optimization of non-smooth functions via differentiable surrogates Autor Chen, Shikun, Huang, Zebin, Zheng, Wenlong

“…Mathematical optimization is fundamental across many scientific and engineering applications…”
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Nonsmooth Optimization in Honor of the 60th Birthday of Adil M. Bagirov

“…The aim of this book was to collect the most recent methods developed for NSO and its practical applications. The book contains seven papers: The first is the…”
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Continuous time non-smooth optimization through quasi efficiency Autor Kumar, Promila, Sharma, Bharti

“… This has been a motivating factor for us to introduce the notion of quasi efficient solution for the non-smooth multiobjective continuous time programming problem…”
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