On convergence to the global optima
We show that there is no general algorithm which finds a sequence of points with finite-precision converging computably to the global optima of any continuous function....
nebuly-ai/optimate
A collection of libraries to optimise AI model performances (⭐ 8353)
Should I keep my optima and risk failure or sell it?
I have a 2016 Kia Optima SXL with the 2.0 turbo engine. Got it a little less than 5 years ago with about 62K miles on it. It had the engine failure drama at around 98K a year later and it got replaced...
Good Enough is Better: Feasibility vs. Pareto-Optimality in Alloy Design
In alloy design, the search for candidate materials is often framed as an optimization problem, with the goal of identifying Pareto-optimal solutions across multiple objectives. However, Pareto-optimal solutions do not necessarily satisfy all minimum...
Optimal Definition & Meaning | YourDictionary
Optimal definition: Most favorable or desirable; optimum.
Optimal - definition of optimal by The Free Dictionary
1. the most favorable point, degree, or amount of something for obtaining a given result. 2. the most favorable conditions for the growth of an organism. 3. the best result obtainable under specific …
optimal adjective - Definition, pictures, pronunciation and usage notes ...
Definition of optimal adjective in Oxford Advanced Learner's Dictionary. Meaning, pronunciation, picture, example sentences, grammar, usage notes, synonyms and more.
OPTIMAL definition and meaning | Collins English Dictionary
optimal in American English (ˈɑptəməl ) adjective Origin: optimum + -al most favorable or desirable; best; optimum
OPTIMAL | English meaning - Cambridge Dictionary
OPTIMAL definition: 1. best; most likely to bring success or advantage: 2. best; most likely to bring success or…. Learn more.
Optimal Control of Dynamic District Heating Networks
In the present paper an optimal control problem for a system of differential-algebraic equations (DAEs) is considered. This problem arises in the dynamic optimization of unsteady district heating networks. Based on the Carathéodory theory existence...
Optimal games in Room 25 solo and coop modes
We study the problem of optimal games for the solo and coop modes of the board game Room 25 (season 1). We show that the game cannot be won in a single turn for any starting configuration, but that it can be done in two for some configurations. We in...
Advances in Logic-Based Entity Resolution: Enhancing ASPEN with Local Merges and Optimalit…
In this paper, we present ASPEN+, which extends an existing ASP-based system, ASPEN,for collective entity resolution with two important functionalities: support for local merges and new optimality criteria for preferred solutions. Indeed, ASPEN only...
On the Complexity and Approximability of Optimal Sensor Selection and Attack for Kalman Fi…
Given a linear dynamical system affected by stochastic noise, we consider the problem of selecting an optimal set of sensors (at design-time) to minimize the trace of the steady state a priori or a posteriori error covariance of the Kalman filter, su...
An optimal reeling control strategy for pumping airborne wind energy systems without wind…
Pumping airborne wind energy (AWE) systems employ a kite to convert wind energy into electricity, through a cyclic reeling motion of the tether. The problem of computing the optimal reeling speed for the sake of maximizing the average cycle power is...
Optimal corrector estimates on percolation clusters
We prove optimal quantitative estimates on the first-order correctors on supercritical percolation clusters: we show that they are bounded in $d\geq 3$ and have logarithmic growth in $d = 2$, in the sense of stretched exponential moments. The main in...
Empirical Optimal Transport between Different Measures Adapts to Lower Complexity
The empirical optimal transport (OT) cost between two probability measures from random data is a fundamental quantity in transport based data analysis. In this work, we derive novel guarantees for its convergence rate when the involved measures are d...
Optimal hedging of an informed broker facing many traders
This paper investigates the optimal hedging strategies of an informed broker interacting with multiple traders in a financial market. We develop a theoretical framework in which the broker, possessing exclusive information about the drift of the asse...
Passive states as optimal inputs for single-jump lossy quantum channels
The passive states of a quantum system minimize the average energy among all the states with a given spectrum. We prove that passive states are the optimal inputs of single-jump lossy quantum channels. These channels arise from a weak interaction of...
Computing Solutions to the Polynomial-Polynomial Regulator Problem
We consider the optimal regulation problem for nonlinear control-affine dynamical systems. Whereas the linear-quadratic regulator (LQR) considers optimal control of a linear system with quadratic cost function, we study polynomial systems with polyno...
How to calculate optimal gas limit and gas price?
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