- Path Matters: Industrial Data Meet Quantum Optimization
2025/04/23 by Lukas Schmidbauer, Schmidbauer, Lukas, Carlos A. Riofrío +11 · 1 voice · 3 citations
Business, Management and Accounting · Physics and Astronomy · #Big Data and Business Intelligence #FOS: Physical sciences #Optimization problem #Quadratic equation #Quadratic unconstrained binary optimization #Quantum #Quantum Physics (quant-ph) #Quantum annealing #Quantum computer #Scalability #Simulated annealing #Solver #Transformation (genetics) #quant-ph
- The Quantum Optimization Benchmarking Library
2025/04/04 by Thorsten Koch, Koch, Thorsten, David E. Bernal Neira +61 · 2 voices · 17 citations
Computer Science · Materials Science · #Baseline (sea) #Benchmarking #Chemical and Physical Properties of Materials #Comparability #Heuristics #Optimization problem #Quantum #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum algorithm #Quantum annealing #Quantum computer #Scale (ratio)
- Non-commutative optimization problems with differential constraints
2024/08/05 by Mateus Araújo, Andrew J. P. Garner, Araújo, Mateus +4 · 2 voices · 5 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Algebra over a field #Commutative property #Computer science #Constrained optimization problem #Differential (mechanical device) #Mathematical optimization #Mathematics #Optimization and Packing Problems #Optimization and Variational Analysis #Optimization problem #Physics #Pure mathematics #math.OC #quant-ph
- Distributed quantum approximate optimization algorithm on a quantum-centric supercomputing architecture
2024/07/29 by Seongmin Kim, Kim, Seongmin, Vincent R. Pascuzzi +10 · 6 citations
Computer Science · Mathematics · #Algorithm #Computational science #Computer science #Convergence (economics) #Distributed computing #Mathematical optimization #Mathematics #Neural Networks and Reservoir Computing #Optimization algorithm #Optimization problem #Parallel computing #Physics #Quantum #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum algorithm #Quantum computer #Quantum mechanics #Qubit #Scalability #Scale (ratio) #Speedup #Supercomputer
- Bilevel Optimization of the Kantorovich Problem and its Quadratic Regularization Part III: The Finite-Dimensional Case
2024/06/13 by Sebastian Hillbrecht, Hillbrecht, Sebastian · 1 citation
Mathematics · #Advanced Optimization Algorithms Research #Applied mathematics #Artificial intelligence #Bilevel optimization #Computer science #Geometry #Mathematical economics #Mathematical optimization #Mathematics #Numerical methods in inverse problems #Optimization problem #Quadratic equation #Quadratic programming #Regularization (linguistics) #Statistical and numerical algorithms #math.OC
- Beam Management in Low Earth Orbit Satellite Networks With Random Traffic Arrival and Time-Varying Topology
2024/05/02 by Jianfeng Zhu, Yaohua Sun, Mugen Peng · 2 citations
Computer Science · Engineering · Mathematics · #Advanced MIMO Systems Optimization #Aerospace engineering #Algorithm #Chaotic #Communications satellite #Computer network #Computer science #Electrical engineering #Engineering #Frequency allocation #Handover #Interconnection Networks and Systems #Lyapunov equation #Lyapunov exponent #Lyapunov optimization #Mathematical optimization #Mathematics #Network topology #Optimization problem #Orbit (dynamics) #Resource allocation #Satellite #Satellite Communication Systems #Topology (electrical circuits)
- Large Language Models as Optimizers
2023/09/07 by Chengrun Yang, Yang, Chengrun, Xuezhi Wang +11 · 4 voices · 201 citations
Computer Science · Mathematics · #Algorithm #Artificial intelligence #Code (set theory) #Computer science #Leverage (statistics) #Machine learning #Mathematical optimization #Mathematics #Natural Language Processing Techniques #Optimization problem #Programming language #Speech and dialogue systems #Task (project management) #Topic Modeling #Variety (cybernetics) #cs.AI #cs.CL #cs.LG
- Mini-Batch Optimization of Contrastive Loss
2023/07/12 by Jaewoong Cho, Kartik K. Sreenivasan, Cho, Jaewoong +17 · 2 citations
Computer Science · Engineering · Mathematics · #Algorithm #Artificial intelligence #Cluster analysis #Computer science #Convergence (economics) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Function (biology) #Machine Learning (cs.LG) #Machine learning #Mathematical optimization #Mathematics #Optimization problem #Remote-Sensing Image Classification #Sample (material)
- Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization
2023/06/16 by Garud Iyengar, Iyengar, Garud, Henry Lam +3 · 2 citations
Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Akaike information criterion #Algorithm #Artificial neural network #Computer science #FOS: Computer and information sciences #FOS: Mathematics #Information Criteria #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Machine learning #Mathematical optimization #Mathematics #Model selection #Optimization and Control (math.OC) #Optimization problem #Overfitting #Range (aeronautics) #Selection (genetic algorithm)
- Pure Quantum Gradient Descent Algorithm and Full Quantum Variational Eigensolver
2023/05/07 by Ronghang Chen, Chen, Ronghang, Shi‐Yao Hou +5 · 3 citations
Computer Science · Mathematics · #Algorithm #Applied mathematics #Artificial intelligence #Computer science #FOS: Physical sciences #Gradient descent #Mathematical optimization #Mathematics #Optimization problem #Physics #Quantum #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum algorithm #Quantum computer #Quantum mechanics #Quantum phase estimation algorithm #Quantum simulator #Quantum sort #Stochastic Gradient Optimization Techniques
- Multi-Objective Optimization for 3D Placement and Resource Allocation in OFDMA-based Multi-UAV Networks
2023/04/25 by Asad Mahmood, Mahmood, Asad, Thang X. Vu +7 · 1 citation
Engineering · Mathematics · #Advanced Wireless Communication Technologies #Algorithm #Computer network #Computer science #Distributed computing #FOS: Electrical engineering #Interference (communication) #Mathematical optimization #Mathematics #Maximization #Optimization problem #Orthogonal frequency-division multiple access #Orthogonal frequency-division multiplexing #Resource allocation #Resource management (computing) #Satellite Communication Systems #Signal Processing (eess.SP) #UAV Applications and Optimization #electronic engineering #information engineering
- PyQUBO: Python Library for Mapping Combinatorial Optimization Problems to QUBO Form
2021/03/02 by Mashiyat Zaman, Zaman, Mashiyat, Kôtarô Tanahashi +3 · 6 citations
Computer Science · Mathematics · #Algorithm #Binary number #Combinatorial optimization #Computability, Logic, AI Algorithms #Computer science #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Heuristics #Ising model #Knapsack problem #Mathematical optimization #Mathematics #Optimization problem #Programming language #Python (programming language) #Quadratic unconstrained binary optimization #Quantum #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum annealing #Quantum computer #Quantum-Dot Cellular Automata #Simulated annealing #Statistical physics #Theoretical computer science
- A Non-cooperative Game-based Distributed Beam Scheduling Framework for 5G Millimeter-Wave Cellular Networks
2020/12/21 by Xiang Zhang, Shamik Sarkar, Zhang, Xiang +7 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced MIMO Systems Optimization #Algorithm #Computer science #Convex function #Convex optimization #Cooperative Communication and Network Coding #Distributed computing #FOS: Computer and information sciences #Information Theory (cs.IT) #Lyapunov equation #Lyapunov optimization #Mathematical optimization #Mathematics #Millimeter-Wave Propagation and Modeling #Nash equilibrium #Optimization problem #Potential game #Regular polygon #Scheduling (production processes)
- Advances in Asynchronous Parallel and Distributed Optimization
2020/10/08 by By Mahmoud Assran, Mahmoud Assran, Arda Aytekin +4 · 10 citations
Computer Science · Engineering · Mathematics · #Algorithm #Asynchronous communication #Asynchrony (computer programming) #Computer network #Computer science #Context (archaeology) #Convergence (economics) #Distributed computing #Mathematical optimization #Mathematics #Optimization problem #Quantum Computing Algorithms and Architecture #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Stochastic optimization
- Bayesian optimization with local search
2019/11/20 by Yuzhou Gao, Tengchao Yu, Gao, Yuzhou +3 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Artificial intelligence #Bayesian optimization #Bayesian probability #Class (philosophy) #Computer science #Engineering #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Function (biology) #Function optimization #Genetic algorithm #Global optimization #Local optimum #Local search (optimization) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical optimization #Mathematics #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC) #Optimization problem #Range (aeronautics)
- On the Working Principle of the Hopfield Neural Networks and its Equivalence to the GADIA in Optimization
2019/10/04 by Zekeriya Uykan · 2 citations
Computer Science · Mathematics · #Neural Networks and Applications #Fuzzy Logic and Control Systems #Metaheuristic Optimization Algorithms Research #Equivalence (formal languages) #Artificial neural network #Class (philosophy) #Computer science #Asynchronous communication #Process (computing) #Hopfield network #Mathematical optimization #Function (biology) #Optimization problem #Functional equivalence #Artificial intelligence #Theoretical computer science #Mathematics #Algorithm #Discrete mathematics
- A set of new multi- and many-objective test problems for continuous optimization and a comprehensive experimental evaluation
2019/08/09 by Yuren Zhou, Xiaoyu He, Yi Xiang +1 · 2 citations
Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Algorithm #Artificial intelligence #Computer science #Evolutionary Algorithms and Applications #Function (biology) #Hypersphere #Mathematical optimization #Mathematics #Metaheuristic Optimization Algorithms Research #Multi-objective optimization #Multi-swarm optimization #Optimization problem #Pareto principle #Position (finance) #Scalability #Set (abstract data type) #Test functions for optimization #Variable (mathematics)
- Review of second-order optimization techniques in artificial neural networks backpropagation
2019/06/07 by Hong Hui Tan, King Hann Lim · 1 citation
Engineering · Mathematics · #Advanced Numerical Analysis Techniques #Advanced Optimization Algorithms Research #Algorithm #Applied mathematics #Artificial intelligence #Artificial neural network #Backpropagation #Computer science #Convergence (economics) #Gradient descent #Hessian matrix #Iterative Methods for Nonlinear Equations #Mathematical optimization #Mathematics #Optimization problem
- A low-rank tensor method for PDE-constrained optimization with\n isogeometric analysis
2018/11/16 by Alexandra Bünger, Bünger, Alexandra, Sergey Dolgov +3 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Numerical Analysis Techniques #Applied mathematics #Computer science #Discretization #FOS: Mathematics #Finite element method #Isogeometric analysis #Kronecker delta #Kronecker product #Mathematical analysis #Mathematical optimization #Mathematics #Numerical Analysis (math.NA) #Optimization problem #Polynomial and algebraic computation #Pure mathematics #Rank (graph theory) #Stiffness #Stiffness matrix #Tensor (intrinsic definition) #Tensor product
- A Randomized Block Coordinate Iterative Regularized Gradient Method for High-dimensional Ill-posed Convex Optimization
2018/09/26 by Harshal D. Kaushik, Kaushik, Harshal, Farzad Yousefian +1 · 1 citation
Computer Science · Engineering · Mathematics · Medicine · #Applied mathematics #Artificial intelligence #Bilevel optimization #Bone and Joint Diseases #Computer science #Convergence (economics) #Convex optimization #Coordinate descent #Curse of dimensionality #FOS: Mathematics #Iterative method #Mathematical optimization #Mathematics #Norm (philosophy) #Optimization and Control (math.OC) #Optimization problem #Regular polygon #Regularization (linguistics) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Trust region #Well-posed problem
- Optimization of Tower Crane Location and Material Quantity Between Supply and Demand Points: A Comparative Study
2018/04/06 by A. Kaveh, Yasin Vazirinia · 1 citation
Engineering · Mathematics · #Advanced Manufacturing and Logistics Optimization #Urban and Freight Transport Logistics #Optimization and Packing Problems #Tower crane #Particle swarm optimization #Tower #Metaheuristic #Mathematical optimization #Computer science #Optimization problem #Benchmark (surveying) #Heuristic #Heuristics #Ant colony optimization algorithms #Engineering #Mathematics #Structural engineering
- A rewriting system for convex optimization problems
2018/01/02 by Akshay Agrawal, Robin Verschueren, Steven Diamond +1 · 1 citation
Computer Science · Mathematics · #Algebra over a field #Algorithm #Artificial intelligence #Class (philosophy) #Computer science #Constraint Satisfaction and Optimization #Distributed and Parallel Computing Systems #Domain (mathematical analysis) #Mathematical optimization #Mathematics #Modular design #Numerical Methods and Algorithms #Optimization problem #Programming language #Pure mathematics #Regular polygon #Rewriting #Solver #Theoretical computer science #Translation (biology) #Variety (cybernetics)
- Non-convex Optimization for Machine Learning
2017/12/04 by Prateek Jain, Purushottam Kar · 1 voice · 26 citations
Computer Science · Mathematics · Neuroscience · #Algorithm #Artificial intelligence #Artificial neural network #Brain Tumor Detection and Classification #Computer science #Convex optimization #Gradient descent #Heuristics #Inference #Machine Learning and Data Classification #Machine learning #Mathematical optimization #Mathematics #Optimization problem #Regular polygon #Stochastic Gradient Optimization Techniques
- PDE-based optimization for stochastic mapping and coverage strategies using robotic ensembles
2017/11/29 by Karthik Elamvazhuthi, Hendrik J. Kuiper, Hendrik Kuiper +4 · 2 citations
Biochemistry, Genetics and Molecular Biology · Engineering · Mathematics · #Advanced Control Systems Optimization #Algorithm #Artificial intelligence #Bilinear interpolation #Computer science #Computer vision #Domain (mathematical analysis) #Engineering #Gene Regulatory Network Analysis #Mathematical Biology Tumor Growth #Mathematical optimization #Mathematics #Optimal control #Optimization problem #Population #Robot #Task (project management)
- Evidence of an exponential speed-up in the solution of hard optimization\n problems
2017/10/23 by Fabio L. Traversa, Pietro Cicotti, Traversa, Fabio L. +5 · 2 voices · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Applied mathematics #Computer science #Exponential function #Heuristic #Mathematical optimization #Mathematics #Metaheuristic Optimization Algorithms Research #Optimization problem #Polynomial #Quantum Computing Algorithms and Architecture #Solver #Stochastic Gradient Optimization Techniques #Variety (cybernetics) #cs.AI #cs.CC #nlin.AO
- Joint Task Offloading and Resource Allocation for Multi-Server Mobile-Edge Computing Networks
2017/05/01 by Tuyen X. Tran, Tran, Tuyen X., Dario Pompili +1 · 32 citations
Computer Science · Engineering · #Age of Information Optimization #Algorithm #Base station #Cloud computing #Computation offloading #Computer network #Computer science #Distributed computing #Edge computing #Energy Harvesting in Wireless Networks #Engineering #Enhanced Data Rates for GSM Evolution #Heuristic #IoT and Edge/Fog Computing #Mobile edge computing #Optimization problem #Resource allocation #Server #Task (project management) #cs.NI
- Learning Combinatorial Optimization Algorithms over Graphs
2017/04/05 by Hanjun Dai, Dai, Hanjun, Elias B. Khalil +7 · 2 voices · 124 citations
Computer Science · Mathematics · #Advanced Graph Neural Networks #Algorithm #Artificial intelligence #Combinatorial optimization #Computer science #Embedding #Exploit #Graph #Greedy algorithm #Heuristics #Mathematical optimization #Mathematics #Optimization and Search Problems #Optimization problem #Reinforcement Learning in Robotics #Reinforcement learning #Theoretical computer science #Travelling salesman problem #Vertex cover #cs.LG #stat.ML
- Topology optimization of hyperelastic structures with frictionless contact supports
2015/12/23 by Yangjun Luo, Ming Li, Zhan Kang · 2 citations
Engineering · Mathematics · #Applied mathematics #Compliant mechanism #Composite Structure Analysis and Optimization #Energy minimization #Engineering #Finite element method #Hyperelastic material #Mathematical optimization #Mathematics #Nonlinear programming #Nonlinear system #Optimization problem #Physics #Shape optimization #Strain energy density function #Structural Load-Bearing Analysis #Structural engineering #Topology (electrical circuits) #Topology Optimization in Engineering #Topology optimization
- Newton-Raphson Consensus for Distributed Convex Optimization
2015/07/22 by Damiano Varagnolo, Filippo Zanella, Angelo Cenedese +2 · 14 citations
Computer Science · Mathematics · #Computer science #Convergence (economics) #Convex function #Convex optimization #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems #Distributed algorithm #Distributed computing #Iterative method #Local convergence #Mathematical optimization #Mathematics #Neural Networks Stability and Synchronization #Newton's method #Nonlinear system #Optimization problem #Regular polygon
- A novel cultural algorithm for real-parameter optimization
2015/06/29 by Mahamed G. H. Omran · 1 citation
Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Algorithm #Computer science #Evolutionary Algorithms and Applications #Mathematical optimization #Mathematics #Metaheuristic Optimization Algorithms Research #Optimization algorithm #Optimization problem #Particle swarm optimization #Population #Rest (music) #Simple (philosophy) #Survival of the fittest #Swarm intelligence
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