2020年6月
Optimization Materials
摘要： Conjugate function of norm 阅读全文
posted @ 2020-06-29 11:39 科研民工 阅读(104) 评论(0) 推荐(0)
Nonconvex optimization
摘要： \mathbb{R} 阅读全文
posted @ 2020-06-29 09:38 科研民工 阅读(168) 评论(0) 推荐(0)
Convexity or concavity of commonly used functions
摘要： linear function, quadratic function, logarithm function, determinant function, 阅读全文
posted @ 2020-06-29 09:36 科研民工 阅读(126) 评论(0) 推荐(0)
Dual function of commonly used functions
摘要： constant function, linear function, quadratic function, logarithm function, dual function, determinant function, eigenvalue function, sine function, c 阅读全文
posted @ 2020-06-29 09:34 科研民工 阅读(104) 评论(0) 推荐(0)
Proximator of commonly used functions
摘要： indicator function, linear function, quadratic function, norm function, log function, exponential function, the composite of multiple functions, suppo 阅读全文
posted @ 2020-06-29 09:31 科研民工 阅读(114) 评论(0) 推荐(0)
Projection onto commonly used set
摘要： ball, hyperplane, affine set, simplex, second order cone, cubic, intersection of multiple sets,, 阅读全文
posted @ 2020-06-29 09:30 科研民工 阅读(104) 评论(0) 推荐(0)
Commonly used convergence analysis techniques
摘要： convergence types, convergence characterization, convergence analysis techniques, convergence speed 阅读全文
posted @ 2020-06-29 09:28 科研民工 阅读(94) 评论(0) 推荐(0)
Commonly used properties
摘要： convexity, Lipschitz continuity, positive semidefinite,,,, 阅读全文
posted @ 2020-06-29 09:27 科研民工 阅读(67) 评论(0) 推荐(0)
Commonly used algorithms
摘要： gradient descent, Newton's method, trust region, proximal algorithm, admm, interior point method 阅读全文
posted @ 2020-06-29 09:25 科研民工 阅读(98) 评论(0) 推荐(0)
Commonly used algorithm design techniques
摘要： alternating minimization, interior point, line search, trust region, optimality conditions inspired 阅读全文
posted @ 2020-06-29 09:24 科研民工 阅读(116) 评论(0) 推荐(0)