Convex Optimization Boosts Wastewater Treatment Controller Performance
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: getnews.me/convex-optimization-boos... #wastewater #convexoptimization
Bundle Network: AI-Driven Approach to Convex Nonsmooth Optimization
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: getnews.me/bundle-network-ai-driven... #bundlenetwork #convexoptimization #ml
Convex Optimization Advances Hybrid System Identification
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: getnews.me/convex-optimization-adva... #convexoptimization #hybridsystems
Convex Optimization Upper Bound Reveals LQG Control System Capacity
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: getnews.me/convex-optimization-uppe... #lqg #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
📘 Free Resource
The renowned book "Convex Optimization" by Boyd & Vandenberghe is available online for free, with slides, exercises, and code: [web.stanford.edu/~boyd/cvxbook/](web.stan...
#Optimization #FreeBooks #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
