Search results for "SPSA"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
216	Levente Kocsis, Csaba Szepesvári	Universal parameter optimisation in games based on SPSA.	Mach. Learn.	2006	DBLP DOI BibTeX RDF	SPSA, Stochastic gradient ascent, Learning, Games, Poker
132	Mohammed Shahid Abdulla, Shalabh Bhatnagar	SPSA algorithms with measurement reuse.	WSC	2006	DBLP DOI BibTeX RDF
96	Qizhi Zhang, Yali Zhou, Xiaohe Liu, Xiaodong Li, Woon-Seng Gan	A Nonlinear ANC System with a SPSA-Based Recurrent Fuzzy Neural Network Controller.	ISNN (1)	2007	DBLP DOI BibTeX RDF
96	Yali Zhou, Qizhi Zhang, Xiaodong Li, Woon-Seng Gan	Model-Free Control of a Nonlinear ANC System with a SPSA-Based Neural Network Controller.	ISNN (2)	2006	DBLP DOI BibTeX RDF
90	John L. Maryak, Daniel C. Chin	Global random optimization by simultaneous perturbation stochastic approximation.	WSC	2001	DBLP DOI BibTeX RDF
78	Steffen Finck, Hans-Georg Beyer	Benchmarking SPSA on BBOB-2010 noiseless function testbed.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	benchmarking, black-box optimization
78	Steffen Finck, Hans-Georg Beyer	Benchmarking SPSA on BBOB-2010 noisy function testbed.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	benchmarking, black-box optimization
78	Yufu Ning, Wansheng Tang, Hui Wang	Hybrid Genetic-SPSA Algorithm Based on Random Fuzzy Simulation for Chance-Constrained Programming.	FSKD (1)	2005	DBLP DOI BibTeX RDF
60	Sudha Velusamy, Shalabh Bhatnagar, S. V. Basavaraja, V. Sridhar	SPSA based feature relevance estimation for video retrieval.	MMSP	2008	DBLP DOI BibTeX RDF
60	Otis Brooks	Solving discrete resource allocation problems using the Simultaneous Perturbation Stochastic Approximation (SPSA) algorithm.	SpringSim (3)	2007	DBLP BibTeX RDF	discrete stochastic optimization, simultaneous perturbation stochastic approximation, resource allocation
60	James E. Whitney II, Latasha I. Solomon, Stacy D. Hill	Constrained optimization over discrete sets via SPSA with application to non-separable resource allocation.	WSC	2001	DBLP DOI BibTeX RDF
54	Levente Kocsis, Csaba Szepesvári, Mark H. M. Winands	RSPSA: Enhanced Parameter Optimization in Games.	ACG	2006	DBLP DOI BibTeX RDF
54	Shalabh Bhatnagar, Michael C. Fu 0001, Steven I. Marcus, Pedram Jaefari Fard	Optimal structured feedback policies for ABR flow control using two-timescale SPSA.	IEEE/ACM Trans. Netw.	2001	DBLP DOI BibTeX RDF	Network of nodes, optimal structured feedback policies, rate-based ABR flow control, single bottleneck node, two-timescale SPSA
49	Moeid Qurashi, Tao Ma, Emmanouil Chaniotakis, Constantinos Antoniou 0001	PC-SPSA: Employing Dimensionality Reduction to Limit SPSA Search Noise in DTA Model Calibration.	IEEE Trans. Intell. Transp. Syst.	2020	DBLP DOI BibTeX RDF
42	Shweta Singh	Low Cost Object Identification in RFID via Dynamic Markov Chain & Two Time Scale SPSA.	SAINT Workshops	2006	DBLP DOI BibTeX RDF
36	Xiumei Yue	Improved Simultaneous Perturbation Stochastic Approximation and Its Application in Reinforcement Learning.	CSSE (1)	2008	DBLP DOI BibTeX RDF
36	Yunpeng Li, Daniel P. Huttenlocher	Learning for Optical Flow Using Stochastic Optimization.	ECCV (2)	2008	DBLP DOI BibTeX RDF
36	Rafael E. Banchs, Hector Klie, Adolfo Rodriguez, Sunil G. Thomas, Mary F. Wheeler	A Neural Stochastic Optimization Framework for Oil Parameter Estimation.	IDEAL	2006	DBLP DOI BibTeX RDF
36	Xiaojun Yang, Kunlin Shi, Keyi Xing	Joint parameter and state estimation based on particle filtering and stochastic approximation.	CIMCA/IAWTIC	2006	DBLP DOI BibTeX RDF
36	Daniel Yagan, Chen-Khong Tham	Distributed Model-Free Stochastic Optimization in Wireless Sensor Networks.	DCOSS	2006	DBLP DOI BibTeX RDF
36	Shalabh Bhatnagar, I. Bala Bhaskar Reddy	Optimal Threshold Policies for Admission Control in Communication Networks via Discrete Parameter Stochastic Approximation.	Telecommun. Syst.	2005	DBLP DOI BibTeX RDF	regularized semi-Markov modulated Poisson process, two timescale stochastic approximation, simultaneous perturbation stochastic approximation, threshold type policies, admission control, communication networks
36	Shuxue Ding, Jie Huang 0012, Daming Wei, Sadao Omata	Signal Extensions in Independent Component Analysis and Its Application for Real-Time Processing.	CIT	2004	DBLP DOI BibTeX RDF
29	Shalabh Bhatnagar, Michael C. Fu 0001, Steven I. Marcus, I-Jeng Wang	Two-timescale simultaneous perturbation stochastic approximation using deterministic perturbation sequences.	ACM Trans. Model. Comput. Simul.	2003	DBLP DOI BibTeX RDF	SPSA, deterministic perturbations, two-timescale algorithms, stochastic approximation, Simulation optimization, Hadamard matrices
29	Daniel C. Chin, Albert C. Biondo	Dual Neural Network Models in Acoustic Propagation.	Annual Simulation Symposium	2000	DBLP DOI BibTeX RDF	Multiple Neural Network Models, Multi-model Interpolation, Multi-objective SPSA, Nonlinear Interpolator, Nonlinear acoustic wave function
24	Priyanka Joshi, Bodhisatwa Mazumdar	SPSA: Semi-Permanent Stuck-At fault analysis of AES Rijndael SBox.	J. Cryptogr. Eng.	2023	DBLP DOI BibTeX RDF
24	Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler	An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients.	CoRR	2023	DBLP DOI BibTeX RDF
24	Pankaj Wankhede, Nara Guru Narayanaswamy, Suresh Kurra, Amrita Priyadarshini	SPSA: An image processing based software for single point strain analysis.	Softw. Impacts	2023	DBLP DOI BibTeX RDF
24	Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler	An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-Based Gradients.	QCE	2023	DBLP DOI BibTeX RDF
24	Shiqing Sun, James C. Spall	Langevin Monte Carlo with SPSA-approximated Gradients.	CISS	2023	DBLP DOI BibTeX RDF
24	Zhichao Jia, Ziyi Wei	SPSA-Based Switch Updating Algorithm for Constrained Stochastic Optimization.	CISS	2023	DBLP DOI BibTeX RDF
24	Yan Dong, Yundong Liu, Haonan Kang, Chunlei Li 0002, Pengcheng Liu 0005, Zhoufeng Liu	Lightweight and efficient neural network with SPSA attention for wheat ear detection.	PeerJ Comput. Sci.	2022	DBLP DOI BibTeX RDF
24	Bertrand Ngansop, Stefan Götz 0006, Martin Eckl	Comparison study of the combination of the SPSA algorithm and the PSO algorithm.	CoRR	2022	DBLP DOI BibTeX RDF
24	Sourabh Paul, Umesh Chandra Pati	High-resolution optical-to-SAR image registration using mutual information and SPSA optimisation.	IET Image Process.	2021	DBLP DOI BibTeX RDF
24	Wangwang Yu, Liu Jun, Jie Zhou	A Novel Sparrow Particle Swarm Algorithm (SPSA) for Unmanned Aerial Vehicle Path Planning.	Sci. Program.	2021	DBLP DOI BibTeX RDF
24	Long Wang 0016, James C. Spall	Improved SPSA Using Complex Variables with Applications in Optimal Control Problems.	ACC	2021	DBLP DOI BibTeX RDF
24	Jiahao Shi, James C. Spall	SQP-based Projection SPSA Algorithm for Stochastic Optimization with Inequality Constraints.	ACC	2021	DBLP DOI BibTeX RDF
24	Victoria Erofeeva, Oleg N. Granichin, Olga Granichina, Anton V. Proskurnikov, Anna Sergeenko	Weighted SPSA-based Consensus Algorithm for Distributed Cooperative Target Tracking.	ECC	2021	DBLP DOI BibTeX RDF
24	Xavier Ros-Roca, Lídia Montero, Jaume Barceló, Klaus Nökel	Dynamic Origin-Destination Matrix Estimation with ICT Traffic Measurements using SPSA.	MT-ITS	2021	DBLP DOI BibTeX RDF
24	Long Wang 0016, Jingyi Zhu, James C. Spall	Model-Free Optimal Control using SPSA with Complex Variables.	CISS	2021	DBLP DOI BibTeX RDF
24	Yiwen Chen	Comparison of RDSA and SPSA algorithms with different perturbations.	CISS	2021	DBLP DOI BibTeX RDF
24	Anna Sergeenko, Oleg N. Granichin, Anton V. Proskurnikov	Advanced SPSA-based Algorithm for Multi-Target Tracking in Distributed Sensor Networks.	CDC	2020	DBLP DOI BibTeX RDF
24	Eduardo Ramírez-Llanos, Sonia Martínez	Stochastic Source Seeking for Mobile Robots in Obstacle Environments Via the SPSA Method.	IEEE Trans. Autom. Control.	2019	DBLP DOI BibTeX RDF
24	Shiqing Sun, James C. Spall	SPSA Method Using Diagonalized Hessian Estimate.	CDC	2019	DBLP DOI BibTeX RDF
24	Zeren D. Yenice, Niranjan Adhikari, Yong Kai Wong, Vural Aksakalli, Alev Taskin Gumus 0001, Babak Abbasi	SPSA-FSR: Simultaneous Perturbation Stochastic Approximation for Feature Selection and Ranking.	CoRR	2018	DBLP BibTeX RDF
24	Athina Tympakianaki, Haris N. Koutsopoulos, Erik Jenelius	Robust SPSA algorithms for dynamic OD matrix estimation.	ANT/SEIT	2018	DBLP DOI BibTeX RDF
24	Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Stefan Wrobel	Policy Learning Using SPSA.	ICANN (3)	2018	DBLP DOI BibTeX RDF
24	Benjamin Wulff, Jannis Schücker, Christian Bauckhage	SPSA for Layer-Wise Training of Deep Networks.	ICANN (3)	2018	DBLP DOI BibTeX RDF
24	Bojan Kostic, Guido Gentile, Constantinos Antoniou 0001	Techniques for improving the effectiveness of the SPSA algorithm in dynamic demand calibration.	MT-ITS	2017	DBLP DOI BibTeX RDF
24	Mohammad Abdul Azim, Zeyar Aung, Weidong Xiao, Vinod Khadkikar, Abbas Jamalipour	SPSA-NC: simultaneous perturbation stochastic approximation localization based on neighbor confidence.	Wirel. Commun. Mob. Comput.	2016	DBLP DOI BibTeX RDF
24	Zhijie Song, Rui Shi 0002, Jie Jia, Jian Wang	Sentiment Contagion Based on the Modified SOSa-SPSa Model.	Comput. Math. Methods Medicine	2016	DBLP DOI BibTeX RDF
24	Yuxin Zhao, Xue Du, Genglei Xia, Renfeng Jia	A novel SPSA kernel wavelet neural network for model-free PID controller.	IECON	2015	DBLP DOI BibTeX RDF
24	Ioulia Markou, Constantinos Antoniou 0001	Developing insight into effective SPSA parameters through sensitivity analysis.	MT-ITS	2015	DBLP DOI BibTeX RDF
24	David Hale, Constantinos Antoniou 0001, Byungkyu Brian Park, Jiaqi Ma, Lei Zhang, Alexander Paz	An Investigation of SPSA for Signal Timing Optimization at Isolated Intersections.	ITSC	2015	DBLP DOI BibTeX RDF
24	Sheng Ding, Na Xia, Peipei Wang, Shaojie Li, Yuanxiao Ou	Optimization Algorithm Based on SPSA in Multi-channel Multi-radio Wireless Monitoring Network.	CyberC	2015	DBLP DOI BibTeX RDF
24	Na Xia, Ruji Feng, Lina Xu	SPSA Based Packet Size Optimization Algorithm in Wireless Sensor Networks.	WASA	2012	DBLP DOI BibTeX RDF
24	Ahmad Taha Abdulsadda, Kamran Iqbal	An improved SPSA algorithm for system identification using fuzzy rules for training neural networks.	Int. J. Autom. Comput.	2011	DBLP DOI BibTeX RDF
24	Richard Steenis, Daniel E. Rivera	Plant-Friendly Signal Generation for System Identification Using a Modified Simultaneous Perturbation Stochastic Approximation (SPSA) Methodology.	IEEE Trans. Control. Syst. Technol.	2011	DBLP DOI BibTeX RDF
24	Luyao Hao, Minli Yao	SPSA-based step tracking algorithm for mobile DBS reception.	Simul. Model. Pract. Theory	2011	DBLP DOI BibTeX RDF
24	Mircea-Bogdan Radac, Radu-Emil Precup, Emil M. Petriu, Stefan Preitl	Application of IFT and SPSA to Servo System Control.	IEEE Trans. Neural Networks	2011	DBLP DOI BibTeX RDF
24	Zhigao Wang, Haris N. Koutsopoulos	Calibration of urban rail simulation models: a methodology using SPSA algorithm.	WSC	2011	DBLP DOI BibTeX RDF
24	Steffen Finck, Hans-Georg Beyer, Alexander Melkozerov	Noisy optimization: a theoretical strategy comparison of ES, EGS, SPSA & IF on the noisy sphere.	GECCO	2011	DBLP DOI BibTeX RDF
24	Amer H. Alhabsi	Improved SPSA optimization algorithm requiring a single measurement per iteration.	ISSPA	2010	DBLP DOI BibTeX RDF
24	Oleg N. Granichin, Lev Gurevich, Alexander Vakhitov	SPSA with a fixed gain for intelligent control in tracking applications.	CCA/ISIC	2009	DBLP DOI BibTeX RDF
24	Richard Steenis, Daniel E. Rivera	Plant-friendly signal generation for system identification using a modified SPSA methodology.	CDC	2009	DBLP DOI BibTeX RDF
24	Jiashun Zhang, Ruiqing Zhao, Wansheng Tang	Fuzzy age-dependent replacement policy and SPSA algorithm based-on fuzzy simulation.	Inf. Sci.	2008	DBLP DOI BibTeX RDF
24	QingHui Yuan	A model free automatic tuning method for a restricted structured controller by using Simultaneous Perturbation Stochastic Approximation (SPSA).	ACC	2008	DBLP DOI BibTeX RDF
24	Alexander T. Vakhitov, Oleg N. Granichin	SPSA-based adaptive control: Accuracy of estimates.	ALCOSP	2007	DBLP DOI BibTeX RDF
24	Patrik Lambert, Rafael E. Banchs	Tuning machine translation parameters with SPSA.	IWSLT	2006	DBLP BibTeX RDF
24	Guoyong Wang, Ruiqing Zhao, Huaili Yun	SPSA Algorithm for Fuzzy Block Replacement Policy.	FUZZ-IEEE	2005	DBLP DOI BibTeX RDF
24	Yunqi Zhang, Ruiqing Zhao, Yufu Ning	A SPSA Algorithm for Solving Fuzzy Random Expected Value Models.	FUZZ-IEEE	2005	DBLP DOI BibTeX RDF
24	László Gerencsér, Stacy D. Hill, Zsuzsanna Vigo, Zoltin Vincze	Discrete optimization, SPSA and Markov chain Monte Carlo methods.	ACC	2004	DBLP DOI BibTeX RDF
24	Shalabh Bhatnagar, Vivek S. Borkar	Multiscale Chaotic SPSA and Smoothed Functional Algorithms for Simulation Optimization.	Simul.	2003	DBLP DOI BibTeX RDF
24	James E. Whitney II, Stacy D. Hill, Dennis Wairia, Farshad Bahari	Comparison of the SPSA and simulated annealing algorithms for the constrained optimization of discrete non-separable functions.	ACC	2003	DBLP DOI BibTeX RDF
24	Tariq S. Durrani, Gordon Morison	SPSA for noisy non-stationary blind source separation.	ICASSP (5)	2003	DBLP DOI BibTeX RDF
24	László Gerencsér, György Kozmann, Zsuzsanna Vágó, Kristóf Haraszti	The use of the SPSA method in ECG analysis.	IEEE Trans. Biomed. Eng.	2002	DBLP DOI BibTeX RDF
24	László Gerencsér, Stacy D. Hill, Zsuzsanna Vágó	Discrete optimization, SPSA and Markov chain Monte Carlo methods.	CDC	2002	DBLP DOI BibTeX RDF
24	László Gerencsér, Stacy D. Hill, Zsuzsanna Vágó	Discrete optimization via SPSA.	ACC	2001	DBLP DOI BibTeX RDF
24	A. Vande Wouwer, Christine Renotte, Philippe Bogaerts, Marcel Remy	Application of SPSA techniques in nonlinear system identification.	ECC	2001	DBLP DOI BibTeX RDF
24	László Gerencsér, Zsuzsanna Vágó	The mathematics of noise-free SPSA.	CDC	2001	DBLP DOI BibTeX RDF
24	Christine Renotte, Alain Vande Wouwer, Marcel Remy	Neural modeling and control of a heat exchanger based on SPSA techniques.	ACC	2000	DBLP DOI BibTeX RDF
24	László Gerencsér, Zsuzsanna Vágó	SPSA in noise free optimization.	ACC	2000	DBLP DOI BibTeX RDF
24	Xiao D. Ji, Babajide O. Familoni	A diagonal recurrent neural network-based hybrid direct adaptive SPSA control system.	IEEE Trans. Autom. Control.	1999	DBLP DOI BibTeX RDF
24	F. Rezayat	Constrained SPSA controller for operations processes.	IEEE Trans. Syst. Man Cybern. Part A	1999	DBLP DOI BibTeX RDF
24	László Gerencsér, Stacy D. Hill, Zsuzsanna Vágó	Optimization over discrete sets via SPSA.	WSC	1999	DBLP DOI BibTeX RDF
24	Fahimeh Rezayat	On the use of an SPSA-based model-free controller in quality improvement.	Autom.	1995	DBLP DOI BibTeX RDF
24	Eric W. Channen, Paul G. Sorenson, J. Paul Tremblay	Structured systems analysis using SPSL/SPSA.	Inf. Manag.	1985	DBLP DOI BibTeX RDF
24	Paul G. Sorenson, J. Paul Tremblay, A. W. Friesen	SPSL/SPSA: A Minicomputer Database System for Structured Systems Analysis and Design.	SIGSMALL/SIGMOD Symposium	1981	DBLP DOI BibTeX RDF
18	Levente Kocsis, András György 0001	Efficient Multi-start Strategies for Local Search Algorithms.	ECML/PKDD (1)	2009	DBLP DOI BibTeX RDF
18	Qing Song 0001, James C. Spall, Yeng Chai Soh, Jie Ni	Robust Neural Network Tracking Controller Using Simultaneous Perturbation Stochastic Approximation.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
18	Mohammed Shahid Abdulla, Shalabh Bhatnagar	Reinforcement Learning Based Algorithms for Average Cost Markov Decision Processes.	Discret. Event Dyn. Syst.	2007	DBLP DOI BibTeX RDF	Actor-critic algorithms, Two timescale stochastic approximation, Simultaneous perturbation stochastic approximation, Normalized Hadamard matrices, TD-learning, Reinforcement learning, Markov decision processes, Policy iteration
18	Danil V. Prokhorov	Training Recurrent Neurocontrollers for Real-Time Applications.	IEEE Trans. Neural Networks	2007	DBLP DOI BibTeX RDF
18	Danil V. Prokhorov	Toyota Prius HEV neurocontrol.	IJCNN	2007	DBLP DOI BibTeX RDF
18	Min Chee Choy, Dipti Srinivasan, Ruey Long Cheu	Neural Networks for Continuous Online Learning and Control.	IEEE Trans. Neural Networks	2006	DBLP DOI BibTeX RDF
18	Wolfgang Bangerth, Hector Klie, Vincent Matossian, Manish Parashar, Mary F. Wheeler	An Autonomic Reservoir Framework for the Stochastic Optimization of Well Placement.	Clust. Comput.	2005	DBLP DOI BibTeX RDF	autonomic Grid middleware, optimal well placement, reservoir management, Grid computing, stochastic optimization
18	Song Xu, Jiashun Zhang, Ruiqing Zhao	Random Fuzzy Age-Dependent Replacement Policy.	FSKD (1)	2005	DBLP DOI BibTeX RDF
18	Walter J. Gutjahr	Two Metaheuristics for Multiobjective Stochastic Combinatorial Optimization.	SAGA	2005	DBLP DOI BibTeX RDF	multiobjective decision analysis, simulated annealing, combinatorial optimization, Ant colony optimization, stochastic optimization
18	Shuxue Ding, Jie Huang 0012, Daming Wei, Sadao Omata	Real-Time Independent Component Analysis Based on Gradient Learning with Simultaneous Perturbation Stochastic Approximation.	KES	2004	DBLP DOI BibTeX RDF
18	David W. Hutchison, Stacy D. Hill	Airline and airport applications: simulation optimization of airline delay with constraints.	WSC	2001	DBLP DOI BibTeX RDF
18	David W. Hutchison, Stacy D. Hill	Simulation Optimization of Airline Delay Using Simultaneous Perturbation Stochastic Approximation.	Annual Simulation Symposium	2000	DBLP DOI BibTeX RDF	constrained optimization, nonlinear, stochastic approximation, discrete simulation, aerospace industry