Results 1 to 10 of about 6,356,541 (351)
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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On Integer Programming, Discrepancy, and Convolution [PDF]
Mathematics of Operations Research, 2019 Integer programs with a constant number of constraints are solvable in pseudo-polynomial time. We give a new algorithm with a better pseudo-polynomial running time than previous results.
Jansen, Klaus, Rohwedder, Lars
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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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Developments in linear and integer programming [PDF]
, 2002 In this review we describe recent developments in linear and integer (linear) programming. For over 50 years Operational Research practitioners have made use of linear optimisation models to aid decision making and over this period the size of problems ...
Darby-Dowman, K, Wilson, J M
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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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MIPLIB 2017: data-driven compilation of the 6th mixed-integer programming library
Mathematical Programming Computation, 2021 We report on the selection process leading to the sixth version of the Mixed Integer Programming Library, MIPLIB 2017. Selected from an initial pool of 5721 instances, the new MIPLIB 2017 collection consists of 1065 instances.
Ambros M. Gleixner +15 more
semanticscholar +1 more source
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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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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On Mixed-Integer Programming Formulations for the Unit Commitment Problem
INFORMS journal on computing, 2020 We provide a comprehensive overview of mixed-integer programming formulations for the unit commitment (UC) problem.
semanticscholar +1 more source