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From the 1 of 10 linked papers with an AI index.

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10 papers

math.OC2026

Towards Co-Designed Event-Triggered Extremum Seeking

Roberto Luo, Pedro Henrique Silva Coutinho, Victor Hugo Pereira Rodrigues +2

This paper studies event-triggered gradient-based multivariable extremum seeking for nonlinear maps with polytopic Hessian uncertainty. Unlike existing event-triggered extremum-see…

math.OC2026

Event-Triggered Discrete-Time Multivariable Extremum Seeking Systems

Victor Hugo Pereira Rodrigues, Tiago Roux Oliveira, Miroslav Krstić +1

The paper proposes a discrete-time extremum seeking method that updates control inputs only when a state‑dependent event‑trigger condition is satisfied, reducing actuation and comm…

math.OC2026

Discrete-Time Event-Triggered Extremum Seeking

Victor Hugo Pereira Rodrigues, Tiago Roux Oliveira, Miroslav Krstić +1

This paper proposes a discrete-time event-triggered extremum seeking control scheme for real-time optimization of nonlinear systems. Unlike conventional discrete-time implementatio…

math.OC2026

Nested Extremum Seeking Converges to Stackelberg Equilibrium

Brad Ratto, Alan Williams, Miroslav Krstić +2

The nested Extremum Seeking (nES) algorithm is a model-free optimization method that has been shown to converge to a neighborhood of a Nash equilibrium. In this work, we demonstrat…

math.OC2026

Extremum Seeking Control for Wave-PDE Actuation with Distributed Effects

Elisio Juvenal Muchave, Pedro Henrique Silva Coutinho, Tiago Roux Oliveira +1

This paper deals with the gradient-based extremum seeking control (ESC) with actuation dynamics governed by distributed wave partial differential equations (PDEs). To achieve the c…

eess.SY2025

Nonholonomic Robot Parking by Feedback -- Part II: Nonmodular, Inverse Optimal, Adaptive, Prescribed/Fixed-Time and Safe Designs

Kwang Hak Kim, Velimir Todorovski, Miroslav Krstić

For the unicycle system, we provide constructive methods for the design of feedback laws that have one or more of the following properties: being nonmodular and globally exponentia…