Articles with "model free" as a keyword



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Consistency between S&P500 and VIX derivatives: Insights from model‐free VIX futures pricing

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Published in 2018 at "Journal of Futures Markets"

DOI: 10.1002/fut.21919

Abstract: This paper studies the interdependencies between the VIX futures market and the S&P500 and VIX options markets using a model‐free pricing method for VIX futures. We show that the replication strategy for the VIX futures… read more here.

Keywords: p500 vix; vix; vix futures; vix derivatives ... See more keywords
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Formation control for a class of nonlinear multiagent systems using model-free adaptive iterative learning

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Published in 2018 at "International Journal of Robust and Nonlinear Control"

DOI: 10.1002/rnc.3961

Abstract: Summary In this paper, the problem of formation control is considered for a class of unknown nonaffine nonlinear multiagent systems under a repeatable operation environment. To achieve the formation objective, the unknown nonlinear agent's dynamic… read more here.

Keywords: formation control; control; multiagent systems; formation ... See more keywords

Dynamic intermittent Q‐learning–based model‐free suboptimal co‐design of L2 ‐stabilization

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Published in 2019 at "International Journal of Robust and Nonlinear Control"

DOI: 10.1002/rnc.4515

Abstract: This paper proposes an intermittent model‐free learning algorithm for linear time‐invariant systems, where the control policy and transmission decisions are co‐designed simultaneously while also being subjected to worst‐case disturbances. The control policy is designed by… read more here.

Keywords: system; model free; dynamic intermittent; model ... See more keywords

Model‐free learning‐based distributed cooperative tracking control of human‐in‐the‐loop multi‐agent systems

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Published in 2024 at "International Journal of Robust and Nonlinear Control"

DOI: 10.1002/rnc.7333

Abstract: This article studies the model‐free learning‐based distributed cooperative tracking control of human‐in‐the‐loop multi‐agent systems in the presence of an active leader. The core role of human‐in‐the‐loop is to use the ground station to send control… read more here.

Keywords: model free; free learning; tracking control; control ... See more keywords

Event‐Triggered Model‐Free Neuroadaptive Iterative Learning Control via Controller Dynamic Linearization and Application to Impact Load Frequency Regulation

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Published in 2024 at "International Journal of Robust and Nonlinear Control"

DOI: 10.1002/rnc.7795

Abstract: This paper investigates the problem of energy‐efficient learning control for unknown repetitive nonlinear discrete‐time systems. Traditional event‐triggered model‐free iterative learning control (ILC) relies on data‐based approximation models to construct the controller optimization criterion, which is… read more here.

Keywords: model free; event triggered; control; triggered model ... See more keywords

Model‐Free Adaptive Control for Nonlinear Multi‐Agent Systems Under Constrained Bit Rate: An Encoding‐Decoding Mechanism

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Published in 2025 at "International Journal of Robust and Nonlinear Control"

DOI: 10.1002/rnc.8003

Abstract: In this article, the model‐free‐based consensus tracking control problem is investigated for nonlinear discrete‐time multi‐agent systems (MASs) subject to constrained bit rate. A dynamic linearization technology is employed, by which the original unknown nonlinear system… read more here.

Keywords: model free; agent systems; bit rate; control ... See more keywords

An efficient model‐free approach to interaction screening for high dimensional data

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Published in 2023 at "Statistics in Medicine"

DOI: 10.1002/sim.9688

Abstract: An innovated model‐free interaction screening procedure called the MCVIS is proposed for high dimensional data analysis. Specifically, we adopt the introduced MCV index for quantifying the importance of an interaction effect among predictors. Our proposed… read more here.

Keywords: high dimensional; interaction screening; model free; dimensional data ... See more keywords

Model-Free Linkage Analysis of a Quantitative Trait.

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Published in 2017 at "Methods in molecular biology"

DOI: 10.1007/978-1-4939-7274-6_16

Abstract: Model-free methods of linkage analysis for quantitative traits are a class of easily implemented, computationally efficient and statistically robust approaches to searching for linkage to a quantitative trait. By "model-free" we refer to methods of… read more here.

Keywords: analysis quantitative; analysis; linkage analysis; model ... See more keywords
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Model-free inference of diffusion networks using RKHS embeddings

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Published in 2018 at "Data Mining and Knowledge Discovery"

DOI: 10.1007/s10618-018-00611-1

Abstract: We revisit in this paper the problem of inferring a diffusion network from information cascades. In our study, we make no assumptions on the underlying diffusion model, in this way obtaining a generic method with… read more here.

Keywords: networks using; diffusion; inference diffusion; free inference ... See more keywords

A thermogravimetric study of thermal dehydration of copper hexacyanoferrate by means of model-free kinetic analysis

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Published in 2017 at "Journal of Thermal Analysis and Calorimetry"

DOI: 10.1007/s10973-017-6280-x

Abstract: Abstract The kinetics of thermal dehydration of K2x/3Cu[Fe(CN)6]2/3·nH2O was studied using thermogravimetry for x = 0.0 and 1.0. Data from both non-isothermal and isothermal measurements were used for model-free kinetic analysis by the Friedman and KAS methods.… read more here.

Keywords: analysis; kinetic analysis; free kinetic; thermal dehydration ... See more keywords

Experimental validation of robot-assisted cardiovascular catheterization: model-based versus model-free control

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Published in 2018 at "International Journal of Computer Assisted Radiology and Surgery"

DOI: 10.1007/s11548-018-1757-z

Abstract: PurposeIn cardiac electrophysiology, a long and flexible catheter is delivered to a cardiac chamber for the treatment of arrhythmias. Although several robot-assisted platforms have been commercialized, the disorientation in tele-operation is still not well solved.… read more here.

Keywords: model based; free control; robot assisted; model ... See more keywords