Search Results - sequential robust convex optimization algorithm

Sequential Randomized Algorithms for Robust Convex Optimization by Wada, Takayuki, Fujisaki, Yasumasa

“…Sequential randomized algorithms are considered for robust convex optimization which minimizes a linear objective function subject to a parameter dependent convex constraint…”
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Robust DC optimization and its application in medical image processing by Li, Xufang, Wu, Zhong, Zhang, Fang, Qu, Deqiang

“… We present the necessary condition for optimality under general assumptions. To solve this problem, a sequential robust convex optimization algorithm is proposed…”
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Efficient Algorithms for Nonlinear Optimization Problems in Power Grid by Luo, Yunqi

“… In this dissertation, we mainly focus on applying optimization techniques on solving the Optimal Power Flow(OPF…”
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Sequential Randomized Algorithms for Convex Optimization in the Presence of Uncertainty by Chamanbaz, Mohammadreza, Dabbene, Fabrizio, Tempo, Roberto, Venkataramanan, Venkatakrishnan, Qing-Guo Wang

“…In this technical note, we propose new sequential randomized algorithms for convex optimization problems in the presence of uncertainty…”
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Robust trajectory planning for port handling equipment: A polynomial chaos expansion and sequential convex optimization approach by Dou, Yuqi, Wang, Lei, Li, Xin, Deng, Zhilong, Li, Keyan, Wang, Xinwei

“… The method formulates the problem as a stochastic optimal control problem using polynomial chaos expansion and solves it through an adaptive sequential convex optimization algorithm…”
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Nonlinear robust optimization via sequential convex bilevel programming by Houska, Boris, Diehl, Moritz

“…In this paper, we present a novel sequential convex bilevel programming algorithm for the numerical solution of structured nonlinear min…”
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A novel BACG inverse reliability algorithm for efficient and robust reliability-based topology optimization of marine structures by Cui, Yupeng, Zhang, Baolei, Yu, Yang, Cheng, Siyuan, Wei, Mingxiu, Jin, Zihang, Song, Lin

“… convex decision criterion (CCDC) is suggested. The BACG technique is harmoniously fused with the sequential optimization and reliability assessment (SORA…”
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Time‐Coordinated Motion Planning for Multiple Unmanned Vehicles Using Distributed Model Predictive Control and Sequential Convex Programming by Liu, Xiaoming, Wu, Fuchun, Deng, Yunshan, Wang, Ming, Xia, Yuanqing

“…) and sequential convex programming (SCP). This approach employs a unified framework that integrates trajectory planning and tracking into a single optimization problem, effectively expanding the domain of attraction for the MPC controller…”
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Robust Secure Beamforming for Multibeam Satellite Communication Systems by Lin, Zhi, Lin, Min, Ouyang, Jian, Zhu, Wei-Ping, Panagopoulos, Athanasios D., Alouini, Mohamed-Slim

“… Since the problem is non-convex and mathematically intractable, we exploit the sequential convex approximation approach and S-procedure method to transform the original problem into one with a series…”
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Application of the sequential parametric convex approximation method to the design of robust trusses by Canelas, Alfredo, Carrasco, Miguel, López, Julio

“…We study an algorithm recently proposed, which is called sequential parametric approximation method, that finds the solution of a differentiable nonconvex optimization problem by solving a sequence…”
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Motion planning of multiple unmanned vehicles using sequential convex programming‐based distributed model predictive control by Liu, Xiaoming, Wu, Fuchun, Deng, Yunshan, Wang, Ming, Xia, Yuanqing

“…This article tackles the complex challenge of multi‐vehicle motion planning by presenting the novel Sequential Convex Programming…”
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Convex optimization based adjustable robust dispatch for integrated electric-gas systems considering gas delivery priority by Wang, Cheng, Wei, Wei, Wang, Jianhui, Bi, Tianshu

“…•An adjustable robust electric-gas dispatch framework is proposed.•A convex optimization based solution procedure is develop…”
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Data-driven distributionally robust joint chance-constrained energy management for multi-energy microgrid by Zhai, Junyi, Wang, Sheng, Guo, Lei, Jiang, Yuning, Kang, Zhongjian, Jones, Colin N.

“… Then, an iterative sequential convex optimization algorithm is tailored to reduce…”
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Chance-Constrained Sequential Convex Programming for Robust Trajectory Optimization by Lew, Thomas, Bonalli, Riccardo, Pavone, Marco

“… the signed distance function. We propose a novel sequential convex programming algorithm and prove that under a discrete time problem formulation, it is guaranteed to converge to a solution satisfying first-order optimality conditions…”
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On Adversarial Machine Learning and Robust Optimization by Yue, Zhao

“… Adversarial machine learning studies the robustness and security facet of machine learning algorithms, in particular deep learning, while robust optimization is a powerful technique to tackle…”
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Chance-Constrained Robust Minimum-Volume Enclosing Simplex Algorithm for Hyperspectral Unmixing by Ambikapathi, A., Chan, T., Wing-Kin Ma, Chong-Yung Chi

“… A branch of existing hyperspectral unmixing algorithms is based on Craig's criterion, which states that the vertices of the minimum-volume simplex enclosing the hyperspectral data should yield high…”
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Dispersion Sensitive Optimal Control: A Conditional Value-at-Risk-Based Tail Flattening Approach via Sequential Convex Programming by Echigo, Kazuya, Sheridan, Oliver, Buckner, Samuel, Acikmese, Behcet

“…In this brief, we propose a sequential convex programming (SCP) framework for minimizing the terminal state dispersion of a stochastic dynamical system…”
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Sequential Convex Programming for Time-optimal Quadrotor Waypoint Flight by Shen, Zhipeng, Zhou, Guanzhong, Huang, Hailong

“… However, the 6-degrees-of-freedom dynamics render the optimization problem non-convex, and thus computationally intractable…”
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Receding-Horizon Midcourse Guidance for Variable-Flow Ducted Rocket Missiles by Kim, Boseok, Jang, Jae-Il, Lee, Heunjae, Lee, Chang-Hun

“…This paper presents an optimization-based midcourse guidance methodology for variable-flow ducted rocket (VFDR) missiles…”
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Sequential LMI approach for the design of a BMI‐based robust observer state feedback controller with nonlinear uncertainties by Wang, Yan, Rajamani, Rajesh, Zemouche, Ali

“…Summary This paper aims at developing a robust observer–based estimated state feedback control design method for an uncertain dynamical system that can be represented as a linear time…”
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