Search Results - nonconvex optimisation algorithm

An Asynchronous Decentralised Optimisation Algorithm for Nonconvex Problems

Authors: Mafakheri, Behnam Manton, Jonathan H. Shames, Iman

Subject Terms: Machine Learning, FOS: Computer and information sciences, Optimization and Control (math.OC), Optimization and Control, FOS: Mathematics, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2507.22311

Distributed multi-timescale algorithm for nonconvex optimization problem: A control perspective.

Authors: Shi X Liu J Sun C

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Jun; Vol. 186, pp. 107257. Date of Electronic Publication: 2025 Feb 15.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Algorithms* , Neural Networks, Computer*, Humans ; Computer Simulation

A Decomposition Optimization-Based Multiobjective Reinforcement Learning Algorithm for Obtaining Nonconvex Pareto Fronts.

Authors: Li T Meng Y Tang L

Source: IEEE transactions on neural networks and learning systems [IEEE Trans Neural Netw Learn Syst] 2025 Sep 03; Vol. PP. Date of Electronic Publication: 2025 Sep 03.

Publication Type: Journal Article

Journal Info: Publisher: Institute of Electrical and Electronics Engineeers Country of Publication: United States NLM ID: 101616214 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2162-2388 (Electronic) Linking ISSN: 2162237X NLM ISO Abbreviation: IEEE Trans Neural Netw Learn Syst Subsets: MEDLINE

Extensions of firefly algorithm for nonsmooth nonconvex constrained optimization problems

Authors: Francisco, Rogério Brochado Costa, M. Fernanda P. Rocha, Ana Maria A. C. et al.

Contributors: Francisco, Rogério Brochado Costa, M. Fernanda P. Rocha, Ana Maria A. C. et al.

Subject Terms: Firefly algorithm, Constrained global optimization, Stochastic ranking

File Description: application/pdf

Relation: 9783319420844; 0302-9743

Availability: https://hdl.handle.net/1822/42899

The majorization minimization algorithm for solving nonconvex generalized Nash equilibrium problems.

Authors: Shi, Yingao Yu, Zhensheng

Source: International Journal of Computer Mathematics. Aug2025, Vol. 102 Issue 8, p1112-1129. 18p.

Subject Terms: Nash equilibrium, Nonconvex programming, Mathematical optimization, Constrained optimization, Empirical research, Lagrangian functions

People: Nash, John F., 1928-2015

A smooth gradient approximation neural network for general constrained nonsmooth nonconvex optimization problems.

Authors: Liu N Jia W Qin S

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Apr; Vol. 184, pp. 107121. Date of Electronic Publication: 2025 Jan 06.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Algorithms* , Nonlinear Dynamics*, Computer Simulation

Quantized Gradient Descent Algorithm for Distributed Nonconvex Optimization

Authors: Junya YOSHIDA Naoki HAYASHI Shigemasa TAKAI

Source: IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. 2023, E106.A(10):1297

A neurodynamic optimization approach to distributed nonconvex optimization based on an HP augmented Lagrangian function.

Authors: Guan H Liu Y Kou KI et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Jan; Vol. 181, pp. 106791. Date of Electronic Publication: 2024 Oct 11.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Algorithms*, Computer Simulation ; Neural Networks, Computer ; Models, Neurological ; Humans

NGDE: A Niching-Based Gradient-Directed Evolution Algorithm for Nonconvex Optimization.

Authors: Yu Q Liang X Li M et al.

Source: IEEE transactions on neural networks and learning systems [IEEE Trans Neural Netw Learn Syst] 2025 Mar; Vol. 36 (3), pp. 5363-5374. Date of Electronic Publication: 2025 Feb 28.

Publication Type: Journal Article

Journal Info: Publisher: Institute of Electrical and Electronics Engineeers Country of Publication: United States NLM ID: 101616214 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2162-2388 (Electronic) Linking ISSN: 2162237X NLM ISO Abbreviation: IEEE Trans Neural Netw Learn Syst Subsets: PubMed not MEDLINE; MEDLINE

On Zeroth Order and Distributed Nonconvex Optimisation

Authors: Mafakheri, Behnam

Index Terms: Optimisation, Nonconvex Optimisation, Online Optimisation, Distributed Optimisation Algorithms, Asynchronous Distributed Optimisation Algorithms, Zeroth Order Optimisation, PhD thesis

URL: https://hdl.handle.net/11343/356794

Bregman Proximal Algorithms Exploiting DC Structure for Nonconvex Optimization and Their Applications

Authors: 髙橋, 翔大 タカハシ, ショウタ Shota, TAKAHASHI

File Description: application/pdf

Access URL: https://ndlsearch.ndl.go.jp/books/R100000039-I12864178

Degree: 博士（統計科学） -- 総合研究大学院大学

Distributed nonconvex optimization subject to globally coupled constraints via collaborative neurodynamic optimization.

Authors: Xia Z Liu Y Hu C et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Apr; Vol. 184, pp. 107027. Date of Electronic Publication: 2024 Dec 16.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer*, Computer Simulation ; Algorithms ; Humans

Quantized Zeroth-Order Gradient Tracking Algorithm for Distributed Nonconvex Optimization Under Polyak-Łojasiewicz Condition.

Authors: Xu L Yi X Deng C et al.

Source: IEEE transactions on cybernetics [IEEE Trans Cybern] 2024 Oct; Vol. 54 (10), pp. 5746-5758. Date of Electronic Publication: 2024 Oct 09.

Publication Type: Journal Article

Journal Info: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101609393 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2168-2275 (Electronic) Linking ISSN: 21682267 NLM ISO Abbreviation: IEEE Trans Cybern Subsets: PubMed not MEDLINE; MEDLINE

Sample-Efficient Nonconvex Optimization Algorithms in Machine Learning and Reinforcement Learning

Authors: Xu, Pan

Subject Terms: Artificial intelligence, Machine Learning, Nonconvex Optimization, Reinforcement Learning, Sample Efficiency

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/46q6x08q
https://escholarship.org/content/qt46q6x08q/qt46q6x08q.pdf

Evaluation complexity of algorithms for nonconvex optimization : theory, computation, and perspectives / Coralia Cartis, Nicholas I.M. Gould, Philippe L. Toint.

Authors: Cartis, Coralia. Autor Gould, Nicholas I. M. Toint, Ph. L. et al.

Contributors: Cartis, Coralia. Autor Gould, Nicholas I. M. Toint, Ph. L. et al.

Source: Bibliografia na stronach 497-516. Indeks.

Access URL: http://katalog.nukat.edu.pl/lib/item?id=chamo:5431461&theme=nukat

A subgradient-based neurodynamic algorithm to constrained nonsmooth nonconvex interval-valued optimization.

Authors: Liu J Liao X Dong JS et al.

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2023 Mar; Vol. 160, pp. 259-273. Date of Electronic Publication: 2023 Jan 20.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Algorithms*, Computer Simulation

A Robust Coevolutionary Neural-Based Optimization Algorithm for Constrained Nonconvex Optimization.

Authors: Wei L Jin L Luo X

Source: IEEE transactions on neural networks and learning systems [IEEE Trans Neural Netw Learn Syst] 2024 Jun; Vol. 35 (6), pp. 7778-7791. Date of Electronic Publication: 2024 Jun 03.

Publication Type: Journal Article

Journal Info: Publisher: Institute of Electrical and Electronics Engineeers Country of Publication: United States NLM ID: 101616214 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2162-2388 (Electronic) Linking ISSN: 2162237X NLM ISO Abbreviation: IEEE Trans Neural Netw Learn Syst Subsets: PubMed not MEDLINE; MEDLINE

Simultaneous Activity and Attenuation Estimation in TOF-PET With TV-Constrained Nonconvex Optimization.

Authors: Ren Z Sidky EY Barber RF et al.

Source: IEEE transactions on medical imaging [IEEE Trans Med Imaging] 2024 Jun; Vol. 43 (6), pp. 2347-2357. Date of Electronic Publication: 2024 Jun 05.

Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, U.S. Gov't, Non-P.H.S.

Journal Info: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 8310780 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1558-254X (Electronic) Linking ISSN: 02780062 NLM ISO Abbreviation: IEEE Trans Med Imaging Subsets: MEDLINE

MeSH Terms: Algorithms* , Positron-Emission Tomography*/methods , Image Processing, Computer-Assisted*/methods , Phantoms, Imaging*, Humans ; Likelihood Functions

A collective neurodynamic penalty approach to nonconvex distributed constrained optimization.

Authors: Jia W Huang T Qin S

Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2024 Mar; Vol. 171, pp. 145-158. Date of Electronic Publication: 2023 Dec 09.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

MeSH Terms: Algorithms* , Neural Networks, Computer*, Computer Simulation

Provably Efficient Algorithms for Non-convex Optimization with Benign Structures

Authors: Zhang, Haixiang

Subject Terms: Applied mathematics, Operations research, Low-rank optimization, Nonconvex optimization, Operations research, Optimization, Power systems, Simulation optimization

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/6q22138f
https://escholarship.org/content/qt6q22138f/qt6q22138f.pdf