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Optimal training of integer-valued neural networks with mixed integer programming [PDF]
PLoS ONE, 2023 Recent work has shown potential in using Mixed Integer Programming (MIP) solvers to optimize certain aspects of neural networks (NNs). However the intriguing approach of training NNs with MIP solvers is under-explored.
Tómas Thorbjarnarson, Neil Yorke-Smith
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Hybrid Biogeography-Based Optimization for Integer Programming [PDF]
The Scientific World Journal, 2014 Biogeography-based optimization (BBO) is a relatively new bioinspired heuristic for global optimization based on the mathematical models of biogeography.
Zhi-Cheng Wang, Xiao-Bei Wu
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Integer programming for improving radiotherapy treatment efficiency. [PDF]
PLoS ONE, 2017 Patients received by radiotherapy departments are diverse and may be diagnosed with different cancers. Therefore, they need different radiotherapy treatment plans and thus have different needs for medical resources. This research aims to explore the best
Ming Lv, Yi Li, Bo Kou, Zhili Zhou
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Neutrosophic Integer Programming Problem [PDF]
Neutrosophic Sets and Systems, 2017 In this paper, we introduce the integer programming in neutrosophic environment, by considering coffecients of problem as a triangulare neutrosophic numbers.
Mai Mohamed +3 more
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Applications of Stochastic Mixed-Integer Second-Order Cone Optimization
IEEE Access, 2022 Second-order cone programming problems are a tractable subclass of convex optimization problems that can be solved using polynomial algorithms. In the last decade, stochastic second-order cone programming problems have been studied, and efficient ...
Baha Alzalg, Hadjer Alioui
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Secret sharing scheme with general access structure based on integer programming [PDF]
Jisuanji gongcheng, 2019 In order to simplify the access structure and ensure that all integer programming have solutions,a scheme is proposed to apply integer programming directly to the secret sharing of general access structure.By constructing integer programming,the secret ...
XIE Yang,MIAO Fuyou,BAI Jianfeng
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BMC Bioinformatics, 2020 Background The alignment of protein-protein interaction networks was recently formulated as an integer quadratic programming problem, along with a linearization that can be solved by integer linear programming software tools.
Mercè Llabrés +3 more
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Parametric Integer Programming Algorithm for Bilevel Mixed Integer Programs [PDF]
Journal of Optimization Theory and Applications, 2010 11 ...
Köppe, Matthias +2 more
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Research of Project Portfolio Selection Model Based on Organizational Strategy [PDF]
E3S Web of Conferences, 2021 Based on the theory of the existing research of the project portfolio management, the paper analyzes the key factors of the project portfolio selection, and evaluates them using the fuzzy comprehensive evaluation method.
Wang Yaping
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