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Heterogeneous Integration of Microelectronics by Self-Assembly. [PDF]
Ma Y, Böhringer KF.
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Benders Decomposition Using Graph Modeling and Multi-Parametric Programming. [PDF]
Brahmbhatt P +3 more
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Predictive stochastic programming
Computational Management Science, 2021zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Yunxiao Deng, Suvrajeet Sen
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Stochastic Offline Programming
2009 21st IEEE International Conference on Tools with Artificial Intelligence, 2009We propose a framework which we call stochastic off-line programming (SOP). The idea is to embed the development of combinatorial algorithms in an off-line learning environment which helps the developer choose heuristic advisors that guide the search for satisfying or optimal solutions.
Yuri Malitsky, Meinolf Sellmann
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Stochastic program optimization
Communications of the ACM, 2016The optimization of short sequences of loop-free, fixed-point assembly code sequences is an important problem in high-performance computing. However, the competing constraints of transformation correctness and performance improvement often force even special purpose compilers to produce sub-optimal code.
Eric Schkufza +2 more
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On stochastic integer programming
Zeitschrift für Operations Research, 1975The probability distribution of the optimum (Z) of an integer linear program is discussed in which the elements of the right-hand-side (RHS) are distributed independently. The assumptions of the asymptotic algorithm ofGomory are supposed to hold for each realization of the RHS.
Hans-Jürgen Zimmermann +1 more
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Stochastic Programs with Recourse
SIAM Journal on Applied Mathematics, 1967Abstract : So far the study of stochastic programs with recourse has been limited to the case (called by G. Dantzig programming under uncertainty) when only the right-hand sides or resources of the problem are random. In this paper the authors extend the theory to the general case when essentially all the parameters involved are random.
Walkup, D. W., Wets, R. J.-B.
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Periodical Multistage Stochastic Programs
SIAM Journal on Optimization, 2020zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Alexander Shapiro 0001, Lingquan Ding
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Asymptotic Stochastic Programs
Mathematics of Operations Research, 1995Consider a stochastic program with unique solution. By the notion of epi-convergence in distribution in local coordinates, we define the asymptotic stochastic program associated to it. Stochastic programs may be classified according to the type of the pertaining asymptotic program.
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Statistica Neerlandica, 1967
SummaryThis report presents an approach to stochastic programming. It treats mainly the difficulties arising in formulating the problem and the possibilities to derive a deterministic problem by which it can be replaced. In a sense the approach of this report unifies different viewpoints on stochastic programming problems as they have been published in
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SummaryThis report presents an approach to stochastic programming. It treats mainly the difficulties arising in formulating the problem and the possibilities to derive a deterministic problem by which it can be replaced. In a sense the approach of this report unifies different viewpoints on stochastic programming problems as they have been published in
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