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Record W4416529582 · doi:10.1080/00207721.2025.2589967

Exponential stability of impulsive systems with complex delays: impulsive control and its application

2025· article· en· W4416529582 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational Journal of Systems Science · 2025
Typearticle
Languageen
FieldComputer Science
TopicNeural Networks Stability and Synchronization
Canadian institutionsCarleton University
Fundersnot available
KeywordsControl theory (sociology)Stability (learning theory)Exponential stabilityControl (management)Exponential functionControl system

Abstract

fetched live from OpenAlex

This paper investigates the exponential stabilisation problem of nonlinear impulsive systems with complex delays, in which both system and impulse delays are permitted to exceed impulse intervals. These complex delays induce intricate dependencies between system states and control actions, significantly increasing difficulty in deriving sufficient conditions for global exponential stability (GES). To tackle this challenge, a novel interval partitioning analysis method is presented. It establishes a quantifiable relationship between impulse delay, impulse interval, and system state. Building on this relationship, a new Razumikhin inequality is designed, leveraging the influence of impulse delay on system stability and eliminating the constraints between impulse and system delays. By using the average dwell time (ADT) criterion, a sufficient stability condition expressed as Linear Matrix Inequalities (LMIs) is derived. It is shown that under specific conditions on the historical state feedback and impulse sequence, the delayed impulse system exhibits exponential stability, even with variable impulse intervals. Two numerical examples demonstrate the effectiveness of the presented method, showcasing its applicability to image encryption.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.877
Threshold uncertainty score0.364

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.011
GPT teacher head0.258
Teacher spread0.246 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it