Do not know why it is not getting more media, GPT-5 independently produced new, original mathematics by solving a math problem on "convexoptimization, improving a known bound" Know not what that is so here is the explainer:
youtu.be/YHnOkLSXGdE?...

New framework for convex optimization on moment polytopes yields first efficient algorithms for computing quantum functionals and tensor parameters with quantitative convergence rates.

#QuantumInformation #TensorMethods #ConvexOptimization

#ICYMI in PRX Energy: A new mathematical technique for analyzing nonlinear, multistable flows in power grids. This #ConvexOptimization approach can help analyze crucial but difficult-to-measure endpoints that impact the stable operation of electrical infrastructure.
🔗 go.aps.org/3Yze5b5

A convex‑optimization model‑predictive controller reduced pollutant discharge by about 15% in sewer simulations, with no flow loss. Study submitted 4 Oct 2025. Read more: https://getnews.me/convex-optimization-boosts-wastewater-treatment-controller-performance/ #wastewater #convexoptimization

Bundle Network learns regularization and uses an RNN‑attention model for search directions, beating bundle methods on Multi‑Commodity Network Design (Sept 2025). Read more: https://getnews.me/bundle-network-ai-driven-approach-to-convex-nonsmooth-optimization/ #bundlenetwork #convexoptimization #ml

Researchers replace the mixed‑integer program with convex relaxations in a bilevel scheme. Tests on linear and nonlinear oscillators recovered mode behavior despite noise. Read more: https://getnews.me/convex-optimization-advances-hybrid-system-identification/ #convexoptimization #hybridsystems

A convex‑optimization bound on LQG control system capacity exactly matches scalar LQG and satisfies a Riccati condition for many vector cases. Submitted 21 Sep 2025. Read more: https://getnews.me/convex-optimization-upper-bound-reveals-lqg-control-system-capacity/ #lqg #convexoptimization

📘 Free Resource

The renowned book "Convex Optimization" by Boyd & Vandenberghe is available online for free, with slides, exercises, and code: [https://web.stanford.edu/~boyd/cvxbook/](web.stanford.edu/~boyd/cvxbook/)

#Optimization #FreeBooks #ConvexOptimization

HPR-QP: A dual Halpern Peaceman-Rachford method for solving large-scale
convex composite quadratic programming
Defeng Sun, Guojun Zhang et al.
Paper
Details
#ConvexOptimization #QuadraticProgramming #HPRMethod