Mathematics â€ș Numerical Analysis

Advanced Optimization Algorithms Research

Description

This cluster of papers covers advances in numerical optimization techniques, including topics such as benchmarking optimization software, semidefinite programming, global optimization, derivative-free optimization, and the application of sum of squares techniques. It also explores interior-point methods, quadratic programming, and mixed-integer nonlinear programs.

Keywords

Optimization Software; Semidefinite Programming; Global Optimization; Nonlinear Programming; Interior-Point Methods; Derivative-Free Optimization; Quadratic Programming; Convex Optimization; Mixed-Integer Nonlinear Programs; Sum of Squares Techniques

Most Cited Works

Action Title Date Authors
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An introduction to functional grammar 1986-06-01 G. David Morley
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Finite-Dimensional Variational Inequalities and Complementarity Problems 2004-01-01 Francisco Facchinei Jong‐Shi Pang
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Nonlinear Functional Analysis and its Applications 1990-01-01 Eberhard Zeidler
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Nonlinear Functional Analysis 1985-01-01 Klaus Deimling
Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods 1994-01-01 Richard Frederick Barrett Michael Berry Tony F. Chan James Demmel J.M. Donato Jack Dongarra Victor Eijkhout Roldan Pozo C.H. Romine Henk van der Vorst
Constrained Optimization and Lagrange Multiplier Methods 1982-01-01 Dimitri P. Bertsekas
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Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones 1999-01-01 J.F. Sturm
Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming 1995-11-01 Michel X. Goemans David P. Williamson
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Semidefinite Relaxation of Quadratic Optimization Problems 2010-04-23 Zhi‐Quan Luo Wing‐Kin Ma Anthony Man–Cho So Yinyu Ye Shuzhong Zhang
A Limited Memory Algorithm for Bound Constrained Optimization 1995-09-01 Richard H. Byrd Peihuang Lu Jorge Nocedal Ciyou Zhu
Algorithm 778: L-BFGS-B 1997-12-01 Ciyou Zhu Richard H. Byrd Peihuang Lu Jorge Nocedal
Conditioning of quasi-Newton methods for function minimization 1970-01-01 David F. Shanno
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Nonlinear Multiobjective Optimization 1998-01-01 Kaisa Miettinen
Function minimization by conjugate gradients 1964-02-01 R. Fletcher
A Rapidly Convergent Descent Method for Minimization 1963-08-01 R. Fletcher M. J. D. Powell
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Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions 1998-01-01 Jeffrey C. Lagarias James A. Reeds Margaret H. Wright Paul E. Wright
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Optimization of Control Parameters for Genetic Algorithms 1986-01-01 John J. Grefenstette
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Sparse Approximate Solutions to Linear Systems 1995-04-01 B. K. Natarajan
A family of variable-metric methods derived by variational means 1970-01-01 Donald Goldfarb
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Monotone Operators and the Proximal Point Algorithm 1976-08-01 R. T. Rockafellar
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Partitioning procedures for solving mixed-variables programming problems 1962-12-01 J. F. Benders
On the limited memory BFGS method for large scale optimization 1989-08-01 Cheng‐Di Dong Jorge Nocedal
On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators 1992-04-01 Jonathan Eckstein Dimitri P. Bertsekas
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Convex Analysis and Monotone Operator Theory in Hilbert Spaces 2017-01-01 Heinz H. Bauschke Patrick L. Combettes
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The method of moving asymptotes—a new method for structural optimization 1987-02-01 Krister Svanberg
An Interior Trust Region Approach for Nonlinear Minimization Subject to Bounds 1996-05-01 Thomas F. Coleman Yuying Li
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Two-Point Step Size Gradient Methods 1988-01-01 Jonathan Barzilai Jonathan M. Borwein
A new approach to variable metric algorithms 1970-03-01 R. Fletcher
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Algorithms for Minimization Without Derivatives 1974-07-01 G. Giftson Samuel Richard P. Brent
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Handbook of Mathematical Functions. 1966-12-01 Juliette Florentin Milton Abramowitz Irene A. Stegun
LSQR: An Algorithm for Sparse Linear Equations and Sparse Least Squares 1982-03-01 Christopher C. Paige Michael A. Saunders
A Singular Value Thresholding Algorithm for Matrix Completion 2010-01-01 Jian‐Feng Cai Emmanuel J. Candùs Zuowei Shen
Graph Implementations for Nonsmooth Convex Programs 2007-12-01 Michael C. Grant Stephen Boyd
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An efficient method for finding the minimum of a function of several variables without calculating derivatives 1964-02-01 M. J. D. Powell
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Handbook of Mathematical Functions 1966-02-01 Donald A. McQuarrie
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On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming 2005-04-28 Andreas WĂ€chter Lorenz T. Biegler
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Linear Programming and Extensions 1963-01-01 George B. Dantzig
Benchmarking optimization software with performance profiles 2002-01-01 Elizabeth D. Dolan Jorge J. MorĂš
No free lunch theorems for optimization 1997-04-01 David H. Wolpert William G. Macready
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Bi-CGSTAB: A Fast and Smoothly Converging Variant of Bi-CG for the Solution of Nonsymmetric Linear Systems 1992-03-01 H.A. van der Vorst
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Linear and nonlinear programming. 1986-02-01
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Convex Optimization 2004-03-01 Stephen Boyd Lieven Vandenberghe
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Solving Least Squares Problems. 1977-12-01 Robert F. Ling C. L. Lawson Richard Hanson
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Nonlinear programming: theory and algorithms 1993-06-01
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Semidefinite Programming 1996-03-01 Lieven Vandenberghe Stephen Boyd
Harris hawks optimization: Algorithm and applications 2019-02-28 Ali Asghar Heidari Seyedali Mirjalili Hossam Faris Ibrahim Aljarah Majdi Mafarja Huiling Chen
Adam: A Method for Stochastic Optimization 2014-01-01 Diederik P. Kingma Jimmy Ba
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Handbook of Mathematical Functions 2018-02-06
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Linear and Nonlinear Programming 2008-01-01 David G. Luenberger Yinyu Ye
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Iterative Solution of Nonlinear Equations in Several Variables 1971-04-01 E. I. J. M. Ortega Werner C. Rheinboldt

Most Recent Works

Action Title Date Authors
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A truncated three-term derivative-free projection method and its inertial-relaxed improvement for nonlinear monotone equations 2025-04-29 Pengjie Liu
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ACTIVE SET BLOCK BARZILAI-BORWEIN METHOD FOR MODEL PREDICTIVE CONTROL 2025-04-29 Shummin Nakayama
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Block iterative methods for solving multi-linear systems 2025-04-29 Mehdi Najafi–Kalyani Malihe Nobakht Kooshkghazi Lothar Reichel
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Linear programming and the simplex method 2025-04-29 Andrew McHugh
A class of matrix splitting-based fixed-point iteration method for the vertical nonlinear complementarity problem 2025-04-29 Yapeng Wang Xuewen Mu
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Global Convergence of Hessenberg Shifted QR II: Finite Arithmetic 2025-04-30 Jess Banks Jorge Garza-Vargas Nikhil Srivastava
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An Active-Set Algorithm for Convex Quadratic Programming Subject to Box Constraints with Applications in Non-Linear Optimization and Machine Learning 2025-04-29 Konstantinos Vogklis I.E. Lagaris
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UMA PROPOSTA DE RESOLUÇÃO PARA O PROBLEMA P ≠ NP BASEADA EM EVIDÊNCIAS TERMODINÂMICAS DE ENTROPIA COMPUTACIONAL 2025-04-30 Alexandre JosĂ© Medeiros do Nascimento
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A Globally Convergent Conjugate Gradient Method Incorporating Perry’s Parameter for Unconstrained Optimization 2025-05-01 Hasan Jameel Alaa Luqman Ibrahim Neven E. Zaya
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Sixteenth-Order Steffensen-Ostrowski Approach for Nonlinear Problems with ​A​pplications in Celestial, Predator-Prey and Neural Activation​ 2025-05-01 Saima Akram Muhammad Bilal Riaz Faiza Akram Fouzia Amir Hareem Khalid Dexkanov Suxrob Sobirovich
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Computational Illustration of Fractional Inequalities via 2D Graphs with Application 2025-05-01 Ahsan Mehmood Muhammad Rizwan Younis Ahmad Aloqaily Dania Santina Muhammad Samraiz Gauhar Rahman Nabil Mlaiki
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An Iterative Fractional Operational Matrix Method for Solving Fractional Undamped Duffing Equation with High Nonlinearity 2025-05-01 Muhammed I. Syam Sharadga Mwaffag Ishak Hashim Mohd Almie Alias Mohammed M. A. Abuomar Shaher Momani
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Min-min minimization for the fractional ℓ0-regularized problem 2025-05-02 Jun Wang Qiang Ma Cheng Zhou
A parametric approach for solving convex quadratic optimization with indicators over trees 2025-05-02 Aaresh Bhathena Salar Fattahi AndrĂ©s GĂłmez Si̇mge KĂŒĂ§ĂŒkyavuz
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Linear and Nonlinear Scalarization Methods for Vector Optimization Problems with Variable Ordering Structures 2025-05-02 Jian-Wen Peng Wenbin Wei Refail Kasımbeyli
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Approximate Solution of a Nonlinear Volterra–Fredholm Integral Equations Via New đ’”â€Iterative Algorithm 2025-05-02 Salman Zaheer Ankush Chanda Hemant Kumar Nashine
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A spectral conjugate gradient method for motion control of robotic manipulators 2025-05-02 Abdulkarim Hassan Ibrahim Suliman Al‐Homidan
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MATRS: heuristic methods for noisy derivative-free bound-constrained mixed-integer optimization 2025-05-03 Morteza Kimiaei Arnold Neumaier
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Further singular value and norm inequalities for matrices 2025-05-03 Ahmad Al-Natoor S. K. Kaushik Fuad Kıttaneh Amit Kumar
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Adaptive Restraints to Accelerate Geometry Optimizations of Large Biomolecular Systems 2025-05-03 Mark A. Hix Alice R. Walker
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Some properties and applications of (v, w)-convex functions 2025-05-03 Ehtesham Akhter Musavvir Ali
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An Inexact Bregman Proximal Difference-of-Convex Algorithm with Two Types of Relative Stopping Criteria 2025-05-05 Lei Yang Jingjing Hu Kim-Chuan Toh
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Optimization Techniques in Machine Learning Models Using Banach Space Theory: Applications in Engineering and Management 2025-05-05 Mogoi N. Evans Priscah Moraa
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Optimization of semilinear higher-order delay differential inclusions 2025-05-05 Elimhan N. Mahmudov Dilara Mastaliyeva
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Solving equilibrium and fixed-point problems in Hilbert spaces: a new strongly convergent inertial subgradient extragradient method 2025-05-05 Habib ur Rehman Debdas Ghosh Chinedu Izuchukwu Xiaopeng Zhao
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Publisher Correction: On Tractable Convex Relaxations of Standard Quadratic Optimization Problems under Sparsity Constraints 2025-05-05 Immanuel M. Bomze Bo Peng Yuzhou Qiu E. Alper Yıldırım
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Fixed Point Theory in Semigroups and Applications in Optimization Problems 2025-05-05 Abubakar Abdulkarim Usman Mohammed Yusuf Aminu Abdullahi Ahsan Hafiz Muhammad Nurhakimah Mohd Mukhtar
Mixed Precision Orthogonalization-Free Projection Methods for Eigenvalue and Singular Value Problems 2025-05-01 Tianshi Xu Ziqi Zhang Jie Chen Yousef Saad Yuanzhe Xi
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On the Computational Complexity of Ordinal Multi-Objective Unconstrained Combinatorial Optimization 2025-05-01 José Rui Figueira Kathrin Klamroth Michael Stiglmayr Julia Sudhoff
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Asymptotic analysis and the Weierstrass theorem in dual spaces 2025-05-01 Fatemeh Fakhar M. Fakhar H. R. Hajisharifi
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High-Dimensional Merit-Function-Based Sequential Convex Programming for Nonlinear Trajectory Optimization 2025-05-06 Lei Xie Xiang Zhou Hongbo Zhang Guojian Tang Shuang Li
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Gradient Descent Optimization for A Quartic Polynomial 2025-05-06 Shiyun Xia Yongchang Cai Xiaoguang Wang Shan Lin Liming Ling
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Proof of the Nonexistence of an Algorithm That Tells If a Point Is on a Closed Sets Boundary or Exterior 2025-05-06 J. H. Fan Jincan Li
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On the Nonconvexity of Push-Forward Constraints and Its Consequences in Machine Learning 2025-05-06 Lucas de Lara Mathis Deronzier Alberto GonzĂĄlez-Sanz Virgile Foy
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A Newton-type Method for Non-smooth Under-determined Systems of Equations 2025-05-06 Titus PinĆŁa
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PositivstellensÀtze and Moment Problems with Universal Quantifiers 2025-05-07 Xiaomeng Hu Igor Klep Jiawang Nie
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A Totally Relaxed, Self-Adaptive Tseng Extragradient Method for Monotone Variational Inequalities 2025-05-07 O. J. Ogunsola Olawale Kazeem Oyewole Seithuti P. Moshokoa Hammed Anuoluwapo Abass
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PERIODIC AND PSEUDO PERIODIC SOLUTIONS FOR MATRIX SYLVESTER DYNAMIC SYSTEM ON MEASURE CHAINS 2025-05-01 CH. Harisha B. V. Appa Rao A. Sreenivasulu
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Semidefinite Programming and Linear Equations vs. Homomorphism Problems 2025-05-07 Lorenzo Ciardo Stanislav ĆœivnĂœ
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Robust First- and Second-Order Differentiation for Regularized Optimal Transport 2025-05-07 Xingjie Helen Li Fei Lu Molei Tao Felix X.-F. Ye
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Obtaining analytical solutions to Saint-Venant equations using optimization tools 2025-05-07 J. M. Martı́nez
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Enhanced Global Optimization Using a Novel Hybrid Sine Cosine-Gazelle Algorithm with Brownian Motion and LĂ©vy Flight Mechanisms 2025-05-08 Gyan Singh Saptadeep Biswas Absalom E. Ezugwu Vladimir Ć imić Uttam Kumar Bera Kashif Saleem Laith Abualigah
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Modified Sparrow Search Algorithm by Incorporating Multi-Strategy for Solving Mathematical Optimization Problems 2025-05-08 Yunpeng Ma Wang Meng Xiaolu Wang Ping Gu Xinxin Zhang
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Riemannian optimization using three different metrics for Hermitian PSD fixed-rank constraints 2025-05-09 Shixin Zheng Wen Huang Bart Vandereycken Xiangxiong Zhang
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Generalized Grassmann graphs of orthogonal decompositions of Hilbert spaces 2025-05-01 Bojan Kuzma Mark Pankov
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Minimax and maximin problems for sums of translates on the real axis 2025-05-01 Tatiana M. Nikiforova
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A lower bound for the Lebesgue constant of the Morrow-Patterson points 2025-05-01 Tomasz Beberok
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On Greedy Randomized Coordinate Updating Iteration Methods for Solving Symmetric Eigenvalue Problems 2025-05-01 Zhong‐Zhi Bai
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The Common Hermitian Solutions of the matrix equations B2XB2*=A2 and B3XB3*=A3 subject to inequality restrictions 2025-05-09 Zhanshan Wang Huiting Zhang Honglin Zou
Stochastic forward-backward-half forward splitting algorithm with variance reduction 2025-05-09 Liqian Qin Yaxuan Zhang Qiao‐Li Dong Michael Th. Rassias