Trust region

Known as: Restricted step method, Trust region methods 
Trust region is a term used in mathematical optimization to denote the subset of the region of the objective function that is approximated using a… (More)
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Papers overview

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Review
2017
Review
2017
Deep reinforcement learning is poised to revolutionise the field of AI and represents a step towards building autonomous systems… (More)
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Highly Cited
2015
Highly Cited
2015
In this article, we describe a method for optimizing control policies, with guaranteed monotonic improvement. By making several… (More)
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Highly Cited
2008
Highly Cited
2008
Abstract. A class of trust-region methods is presented for solving unconstrained nonlinear and possibly nonconvex discretized… (More)
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Highly Cited
2007
Highly Cited
2007
A general scheme for trust-region methods on Riemannian manifolds is proposed and analyzed. Among the various approaches… (More)
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Highly Cited
2006
Highly Cited
2006
An interior-point method for nonlinear programming is presented. It enjoys the flexibility of switching between a line search… (More)
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Highly Cited
2000
Highly Cited
2000
Abstract. An algorithm for minimizing a nonlinear function subject to nonlinear inequality constraints is described. It applies… (More)
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Highly Cited
1999
Highly Cited
1999
The approximate minimization of a quadratic function within an ellipsoidal trust region is an important subproblem for many… (More)
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Highly Cited
1998
Highly Cited
1998
We propose an algorithm for nonlinear optimization that employs both trust region techniques and line searches Unlike traditional… (More)
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Highly Cited
1998
Highly Cited
1998
This paper is devoted to difference of convex functions (d.c.) optimization: d.c. duality, local and global optimality conditions… (More)
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Highly Cited
1995
Highly Cited
1995
1 This paper extends the theory of trust region subproblems in two ways: (i) it allows indeenite inner products in the quadratic… (More)
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