Optimization and Control

Authors and titles for August 2021

[201] arXiv:2108.13238 [pdf, other]

Title: Variational Obstacle Avoidance with Applications to Interpolation Problems in Hybrid Systems

Jacob R. Goodman, Leonardo J. Colombo

Comments: !0 pages, 1 figure. Accepted to the conference proceedings of the 7th IFAC Workshop on Lagrangian and Hamiltonian Methods for Nonlinear Control (LHMNC21) at the Technical University of Berlin. arXiv admin note: text overlap with arXiv:2104.04285

Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY)

[202] arXiv:2108.13308 [pdf, other]

Title: GoPRONTO: a Feedback-based Framework for Nonlinear Optimal Control

Lorenzo Sforni, Sara Spedicato, Ivano Notarnicola, Giuseppe Notarstefano

Comments: 27 pages, 8 figures

Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY)

[203] arXiv:2108.13404 [pdf, other]

Title: SINDy with Control: A Tutorial

Urban Fasel, Eurika Kaiser, J. Nathan Kutz, Bingni W. Brunton, Steven L. Brunton

Subjects: Optimization and Control (math.OC); Dynamical Systems (math.DS)

[204] arXiv:2108.13405 [pdf, other]

Title: Stochastic Uncertainty Propagation in Power System Dynamics using Measure-valued Proximal Recursions

Abhishek Halder, Kenneth F. Caluya, Pegah Ojaghi, Xinbo Geng

Subjects: Optimization and Control (math.OC); Systems and Control (eess.SY)

[205] arXiv:2108.13504 [pdf, other]

Title: Multistart Algorithm for Identifying All Optima of Nonconvex Stochastic Functions

Prateek Jaiswal, Jeffrey Larson

Comments: 18 pages, 6 figures

Subjects: Optimization and Control (math.OC)

[206] arXiv:2108.13634 [pdf, other]

Title: Sea urchin sperm exploit extremum seeking control to find the egg

Mahmoud Abdelgalil, Yasser Aboelkassem, Haithem Taha

Subjects: Optimization and Control (math.OC); Biological Physics (physics.bio-ph)

[207] arXiv:2108.13729 [pdf, other]

Title: On local minimizers of generalized trust-region subproblem

Jiulin Wang, Mengmeng Song, Yong Xia

Comments: 20 pages, 1 figure

Subjects: Optimization and Control (math.OC)

[208] arXiv:2108.13777 [pdf, other]

Title: Template-Based Image Reconstruction Facing Different Topologies

Sebastian Neumayer, Antonia Topalovic

Subjects: Optimization and Control (math.OC)

[209] arXiv:2108.13994 [pdf, other]

Title: Abstract strongly convergent variants of the proximal point algorithm

Andrei Sipos

Subjects: Optimization and Control (math.OC); Logic (math.LO)

[210] arXiv:2108.00051 (cross-list from cs.LG) [pdf, other]

Title: Coordinate descent on the orthogonal group for recurrent neural network training

Estelle Massart, Vinayak Abrol

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[211] arXiv:2108.00062 (cross-list from stat.ME) [pdf, other]

Title: A New Bayesian Optimization Algorithm for Complex High-Dimensional Disease Epidemic Systems

Yuyang Chen, Kaiming Bi, Chih-Hang J. Wu, David Ben-Arieh, Ashesh Sinha

Comments: 17 pages, 14 figures

Subjects: Methodology (stat.ME); Optimization and Control (math.OC); Applications (stat.AP)

[212] arXiv:2108.00069 (cross-list from math.DS) [pdf, other]

Title: DySMHO: Data-Driven Discovery of Governing Equations for Dynamical Systems via Moving Horizon Optimization

Fernando Lejarza, Michael Baldea

Journal-ref: Scientific Reports volume 12, Article number: 11836 (2022)

Subjects: Dynamical Systems (math.DS); Machine Learning (cs.LG); Optimization and Control (math.OC)

[213] arXiv:2108.00083 (cross-list from cs.RO) [pdf, other]

Title: Majorization Minimization Methods for Distributed Pose Graph Optimization

Taosha Fan, Todd Murphey

Comments: 33 pages

Subjects: Robotics (cs.RO); Optimization and Control (math.OC)

[214] arXiv:2108.00128 (cross-list from cs.LG) [pdf, other]

Title: Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control

Xin-Yang Liu, Jian-Xun Wang

Comments: 23 figures; 2 tables

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[215] arXiv:2108.00244 (cross-list from math-ph) [pdf, other]

Title: Mean field game equations with underlying jump-diffusion process

Olga Rozanova, Ilnar Manapov

Comments: 8 pages. arXiv admin note: substantial text overlap with arXiv:1911.09441

Subjects: Mathematical Physics (math-ph); Optimization and Control (math.OC); Probability (math.PR)

[216] arXiv:2108.00259 (cross-list from stat.ML) [pdf, other]

Title: How much pre-training is enough to discover a good subnetwork?

Cameron R. Wolfe, Fangshuo Liao, Qihan Wang, Junhyung Lyle Kim, Anastasios Kyrillidis

Comments: 29 pages

Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Optimization and Control (math.OC)

[217] arXiv:2108.00282 (cross-list from math.NA) [pdf, other]

Title: Parameter-Robust Preconditioning for Oseen Iteration Applied to Stationary and Instationary Navier--Stokes Control

Santolo Leveque, John W. Pearson

Subjects: Numerical Analysis (math.NA); Optimization and Control (math.OC)

[218] arXiv:2108.00330 (cross-list from cs.LG) [pdf, other]

Title: Bilevel Optimization for Machine Learning: Algorithm Design and Convergence Analysis

Kaiyi Ji

Comments: Ph.D. dissertation, 253 pages, 7 tables and 8 figures. All comments are welcome

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC); Machine Learning (stat.ML)

[219] arXiv:2108.00331 (cross-list from cs.LG) [pdf, other]

Title: Faster Rates of Private Stochastic Convex Optimization

Jinyan Su, Lijie Hu, Di Wang

Comments: To appear in The 33rd International Conference on Algorithmic Learning Theory. In this version, we fixed some typos and correct the prove of lower bound

Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Optimization and Control (math.OC); Machine Learning (stat.ML)

[220] arXiv:2108.00394 (cross-list from cs.CV) [pdf, other]

Title: Deep graph matching meets mixed-integer linear programming: Relax at your own risk ?

Zhoubo Xu, Puqing Chen, Romain Raveaux, Xin Yang, Huadong Liu

Comments: The paper is under consideration at Pattern Recognition

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Optimization and Control (math.OC)

[221] arXiv:2108.00405 (cross-list from cs.DM) [pdf, other]

Title: Computation of the Activity-on-Node Binary-State Reliability with Uncertainty Components

Wei-Chang Yeh

Subjects: Discrete Mathematics (cs.DM); Combinatorics (math.CO); Optimization and Control (math.OC); Probability (math.PR)

[222] arXiv:2108.00495 (cross-list from math-ph) [pdf, other]

Title: Quantum controllability on graph-like manifolds through magnetic potentials and boundary conditions

Aitor Balmaseda, Davide Lonigro, Juan Manuel Pérez-Pardo

Comments: The results on this article arise from splitting in two the original version. This contains the controllability results on higher dimensional versions of Quantum Graphs with magnetic laplacians. The results about existence and stability of the solutions of the non-autonomous Schrödinger equation appear in arXiv:2306.10203. This new version is the one accepted for publication

Journal-ref: J. Phys. A: Math. Theor. 56 (2023), 325201

Subjects: Mathematical Physics (math-ph); Optimization and Control (math.OC); Quantum Physics (quant-ph)

[223] arXiv:2108.00530 (cross-list from eess.SY) [pdf, other]

Title: Green Hydrogen Plant: Optimal control strategies for integrated hydrogen storage and power generation with wind energy

Arjen T. Veenstra, Albert H. Schrotenboer, Michiel A. J. Uit het Broek, Evrim Ursavas

Comments: 27 pages

Subjects: Systems and Control (eess.SY); Optimization and Control (math.OC)

[224] arXiv:2108.00597 (cross-list from cs.LG) [pdf, other]

Title: Exact Pareto Optimal Search for Multi-Task Learning and Multi-Criteria Decision-Making

Debabrata Mahapatra, Vaibhav Rajan

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[225] arXiv:2108.00599 (cross-list from eess.SY) [pdf, other]

Title: Synthetic Active Distribution System Generation via Unbalanced Graph Generative Adversarial Network

Rong Yan, Yuxuan Yuan, Zhaoyu Wang, Guangchao Geng, Quanyuan Jiang

Subjects: Systems and Control (eess.SY); Machine Learning (cs.LG); Optimization and Control (math.OC)

[226] arXiv:2108.00605 (cross-list from cs.LG) [pdf, other]

Title: Bucketed PCA Neural Networks with Neurons Mirroring Signals

Jackie Shen

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Optimization and Control (math.OC); Machine Learning (stat.ML)

[227] arXiv:2108.00709 (cross-list from cs.DS) [pdf, other]

Title: Biobjective Optimization Problems on Matroids with Binary Costs

Jochen Gorski, Kathrin Klamroth, Julia Sudhoff

Subjects: Data Structures and Algorithms (cs.DS); Combinatorics (math.CO); Optimization and Control (math.OC)

[228] arXiv:2108.00751 (cross-list from cs.LG) [pdf, other]

Title: Data-driven model for hydraulic fracturing design optimization. Part II: Inverse problem

Viktor Duplyakov, Anton Morozov, Dmitriy Popkov, Egor Shel, Albert Vainshtein, Evgeny Burnaev, Andrei Osiptsov, Grigory Paderin

Comments: 13 pages, 21 figures, 1 table, preprint submitted to Journal of Petroleum Science & Engineering

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[229] arXiv:2108.00799 (cross-list from q-fin.MF) [pdf, other]

Title: Mean Field Game of Optimal Relative Investment with Jump Risk

Lijun Bo, Shihua Wang, Xiang Yu

Comments: Final version, forthcoming in Science China Mathematics

Subjects: Mathematical Finance (q-fin.MF); Optimization and Control (math.OC)

[230] arXiv:2108.00802 (cross-list from eess.SY) [pdf, other]

Title: Coalitional Control for Self-Organizing Agents

Filiberto Fele, Ezequiel Debada, José M. Maestre, Eduardo F. Camacho

Comments: 14 pages, 8 figures

Journal-ref: in IEEE Transactions on Automatic Control, vol. 63, no. 9, pp. 2883-2897, Sept. 2018

Subjects: Systems and Control (eess.SY); Multiagent Systems (cs.MA); Optimization and Control (math.OC)

[231] arXiv:2108.00854 (cross-list from physics.ao-ph) [pdf, other]

Title: An augmented Lagrangian algorithm for recovery of ice thickness in unidirectional flow using the Shallow Ice Approximation

Elizabeth K. McGeorge, Miguel Moyers-Gonzalez, Mathieu Sellier, Phillip L. Wilson

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Optimization and Control (math.OC); Computational Physics (physics.comp-ph); Fluid Dynamics (physics.flu-dyn); Geophysics (physics.geo-ph)

[232] arXiv:2108.00951 (cross-list from cs.LG) [pdf, other]

Title: Rethinking gradient sparsification as total error minimization

Atal Narayan Sahu (1), Aritra Dutta (1), Ahmed M. Abdelmoniem (1), Trambak Banerjee (2), Marco Canini (1), Panos Kalnis (1) ((1) KAUST, (2) University of Kansas)

Comments: 33 pages, 31 figures

Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Optimization and Control (math.OC)

[233] arXiv:2108.00966 (cross-list from physics.soc-ph) [pdf, other]

Title: Tuning Cooperative Behavior in Games with Nonlinear Opinion Dynamics

Shinkyu Park, Anastasia Bizyaeva, Mari Kawakatsu, Alessio Franci, Naomi Ehrich Leonard

Subjects: Physics and Society (physics.soc-ph); Multiagent Systems (cs.MA); Social and Information Networks (cs.SI); Dynamical Systems (math.DS); Optimization and Control (math.OC)

[234] arXiv:2108.00979 (cross-list from math.MG) [pdf, other]

Title: Generalized permutahedra and optimal auctions

Michael Joswig, Max Klimm, Sylvain Spitz

Comments: 24 pages, 2 figures

Subjects: Metric Geometry (math.MG); Computer Science and Game Theory (cs.GT); Optimization and Control (math.OC)

[235] arXiv:2108.01215 (cross-list from cs.LG) [pdf, other]

Title: Variational Actor-Critic Algorithms

Yuhua Zhu, Lexing Ying

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[236] arXiv:2108.01301 (cross-list from cs.LG) [pdf, other]

Title: Visualizing Data using GTSNE

Songting Shi

Subjects: Machine Learning (cs.LG); Human-Computer Interaction (cs.HC); Optimization and Control (math.OC); Machine Learning (stat.ML)

[237] arXiv:2108.01393 (cross-list from eess.SY) [pdf, other]

Title: Electrical peak demand forecasting- A review

Shuang Dai, Fanlin Meng, Hongsheng Dai, Qian Wang, Xizhong Chen

Subjects: Systems and Control (eess.SY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Optimization and Control (math.OC)

[238] arXiv:2108.01608 (cross-list from cs.AI) [pdf, other]

Title: Scheduling Aerial Vehicles in an Urban Air Mobility Scheme

Emmanouil S. Rigas, Panayiotis Kolios, Georgios Ellinas

Subjects: Artificial Intelligence (cs.AI); Optimization and Control (math.OC)

[239] arXiv:2108.01616 (cross-list from cs.CE) [pdf, other]

Title: Non-intrusive polynomial chaos expansion for topology optimization using polygonal meshes

Nilton Cuellar, Anderson Pereira, Ivan F. M. Menezes, Americo Cunha Jr

Journal-ref: Journal of the Brazilian Society of Mechanical Sciences and Engineering, vol. 40, pp. 561, 2018

Subjects: Computational Engineering, Finance, and Science (cs.CE); Numerical Analysis (math.NA); Optimization and Control (math.OC); Computation (stat.CO); Methodology (stat.ME)

[240] arXiv:2108.01771 (cross-list from eess.SY) [pdf, other]

Title: On Exponential Utility and Conditional Value-at-Risk as Risk-Averse Performance Criteria

Kevin M. Smith, Margaret P. Chapman

Comments: accepted by IEEE Transactions on Control Systems Technology (April 2023)

Subjects: Systems and Control (eess.SY); Optimization and Control (math.OC)

[241] arXiv:2108.01996 (cross-list from cs.AI) [pdf, other]

Title: Exact and Heuristic Approaches to Drone Delivery Problems

Júlia C. Freitas, Puca Huachi V. Penna, Túlio A. M. Toffolo

Subjects: Artificial Intelligence (cs.AI); Optimization and Control (math.OC)

[242] arXiv:2108.02005 (cross-list from cs.SI) [pdf, other]

Title: A purely data-driven framework for prediction, optimization, and control of networked processes: application to networked SIS epidemic model

Ali Tavasoli, Teague Henry, Heman Shakeri

Subjects: Social and Information Networks (cs.SI); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Systems and Control (eess.SY); Optimization and Control (math.OC)

[243] arXiv:2108.02040 (cross-list from cs.LG) [pdf, other]

Title: Convergence of gradient descent for learning linear neural networks

Gabin Maxime Nguegnang, Holger Rauhut, Ulrich Terstiege

Comments: Minor changes

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[244] arXiv:2108.02120 (cross-list from math.ST) [pdf, other]

Title: Statistical Analysis of Wasserstein Distributionally Robust Estimators

Jose Blanchet, Karthyek Murthy, Viet Anh Nguyen

Subjects: Statistics Theory (math.ST); Machine Learning (cs.LG); Optimization and Control (math.OC); Machine Learning (stat.ML)

[245] arXiv:2108.02289 (cross-list from cs.LG) [pdf, other]

Title: High dimensional Bayesian Optimization Algorithm for Complex System in Time Series

Yuyang Chen, Kaiming Bi, Chih-Hang J. Wu, David Ben-Arieh, Ashesh Sinha

Comments: 18 pages, 13 figures

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC); Applications (stat.AP); Methodology (stat.ME)

[246] arXiv:2108.02391 (cross-list from cs.LG) [pdf, other]

Title: Adapting to Function Difficulty and Growth Conditions in Private Optimization

Hilal Asi, Daniel Levy, John Duchi

Comments: 28 pages

Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Optimization and Control (math.OC); Machine Learning (stat.ML)

[247] arXiv:2108.02571 (cross-list from cs.LG) [pdf, other]

Title: Learning Linearized Assignment Flows for Image Labeling

Alexander Zeilmann, Stefania Petra, Christoph Schnörr

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[248] arXiv:2108.02731 (cross-list from cs.LG) [pdf, other]

Title: Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach

Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[249] arXiv:2108.02777 (cross-list from cs.SI) [pdf, other]

Title: Independent decisions collectively producing a long information dissemination path with a foreseen lower-bounded length in a network

Ricky X. F. Chen

Comments: 18 pages, 12 figures, with some revision and improvements. Comments are welcome

Subjects: Social and Information Networks (cs.SI); Combinatorics (math.CO); Optimization and Control (math.OC)

[250] arXiv:2108.02848 (cross-list from math.NA) [pdf, other]

Title: Construction and application of provable positive and exact cubature formulas

Jan Glaubitz

Comments: 33 pages

Subjects: Numerical Analysis (math.NA); Optimization and Control (math.OC)