• NESTA

  • Referenced in 11 articles [sw31755]
  • operations research techniques to challenging power network optimization problems. Regardless of the application under consideration ... optimization tasks. It finds that many of the traditional test cases are missing key network ... evaluation and validation of power system optimization algorithms...
  • SINTEF

  • Referenced in 38 articles [sw02984]
  • software module for calculating optimal routes in a road network...
  • SciANN

  • Referenced in 16 articles [sw38344]
  • Keras to build deep neural networks and optimization models, thus inheriting many of Keras ... optimization and model reuse for transfer learning. SciANN is designed to abstract neural network construction...
  • FaceNet

  • Referenced in 30 articles [sw21626]
  • method uses a deep convolutional network trained to directly optimize the embedding itself, rather than ... versions of face embeddings (produced by different networks) that are compatible to each other...
  • CNOP

  • Referenced in 7 articles [sw00139]
  • CNOP - A package for constrained network optimization. We present a generic package for resource constrained ... network optimization problems. We illustrate the flexibility and the use of our package by solving...
  • CALMA

  • Referenced in 109 articles [sw03235]
  • link frequency assignment problem occurs when a network of radio links has to be established ... Maastricht, Norwich, and Toulouse. The participants developed optimization algorithms based on branch ... local search methods, genetic algorithms, neural networks, and potential reduction. These algorithms were tested...
  • Netsoft

  • Referenced in 9 articles [sw05173]
  • Andrew Goldberg’s Network Optimization Library...
  • NLPNET

  • Referenced in 6 articles [sw23785]
  • NLPNET, a large-scale nonlinear network optimizer. The performance of NLPNET, a state ... nonlinear network optimizer based on the Primal Truncated Newton algorithm in Dembo [1], is described...
  • ISTA-Net

  • Referenced in 9 articles [sw40591]
  • ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing. With ... insights of traditional optimization-based methods and the speed of recent network-based ones. Specifically ... optimizing a general ℓ1 norm CS reconstruction model. To cast ISTA into deep network form ... existing state-of-the-art optimization-based and network-based CS methods by large margins...
  • MCF

  • Referenced in 27 articles [sw05167]
  • network simplex implementation: Vehicle scheduling in public transit and Lagrangean pricing This paper investigates ... multiple-depot vehicle scheduling problems to proven optimality...
  • EdgeRewire

  • Referenced in 7 articles [sw40656]
  • Optimizing network robustness by edge rewiring: a general framework. Spectral measures have long been used ... propose an algorithm, called extsc{EdgeRewire}, which optimizes a specific measure of interest directly. Notably...
  • SAP APO

  • Referenced in 22 articles [sw13389]
  • partners; Continuous optimization and measurement of the performance of the logistic network...
  • rneos

  • Referenced in 10 articles [sw19310]
  • based API of the Network-Enabled Optimization System (NEOS) has been implemented. For more information...
  • APOGEE

  • Referenced in 36 articles [sw08451]
  • optimized two classes of large-scale pooling problems: a generalized pooling problem treating the network ... regulations into constraints. The pooling problems were optimized using a piecewise linear scheme that activates...
  • geospt

  • Referenced in 6 articles [sw23165]
  • Geostatistical Analysis and Design of Optimal Spatial Sampling Networks. Estimation of the variogram through trimmed ... validation, pocket plot, and design of optimal sampling networks through sequential and simultaneous points methods...
  • iDrug-Target

  • Referenced in 13 articles [sw22415]
  • target proteins in cellular networking via benchmark dataset optimization approach. Information about the interactions ... drug compounds with proteins in cellular networking is very important for drug development. Unfortunately ... benchmark datasets thus obtained are called the optimized benchmark datasets, based on which...
  • GasLib

  • Referenced in 35 articles [sw17977]
  • research project Technical Capacities of Gas Networks, funded by the Federal Ministry of Economics ... been to develop and implement mathematical optimization-based methods for checking realizability of stationary ... GasLib is a collection of technical gas network descriptions as well as contract-based nomination...
  • OptNet

  • Referenced in 8 articles [sw42660]
  • OptNet: Differentiable Optimization as a Layer in Neural Networks ... This paper presents OptNet, a network architecture that integrates optimization problems (here, specifically ... larger end-to-end trainable deep networks. These layers encode constraints and complex dependencies between ... show how techniques from sensitivity analysis, bilevel optimization, and implicit differentiation can be used...
  • NETPAD

  • Referenced in 5 articles [sw02882]
  • interactive graphics system for network modeling and optimization The practical and theoretical importance of network ... interactive graphics system for network modeling and optimization. There were several factors motivating us while...
  • D3M

  • Referenced in 11 articles [sw42185]
  • multi-fidelity neural network framework to solve this optimization problem. Our contribution is to develop...