Evidence map›Paper›PMID 42873815›Full record

ArticlePloS one2026

Dynamics and optimal harvesting of a fractional predator-prey system with fear and anti-predator mechanisms.

Mohan Kumar Govindan, Abhishek Kumar Singh

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Mohan Kumar GovindanDepartment of Mathematics, School of Advanced Sciences, Vellore Institute of Technology-Chennai Campus, Chennai, Tamil Nadu, India.
Abhishek Kumar SinghDepartment of Mathematics, School of Advanced Sciences, Vellore Institute of Technology-Chennai Campus, Chennai, Tamil Nadu, India.ORCID https://orcid.org/0000-0002-8621-6704

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wild prey are shaped by predators long before they are caught. Fear alone suppresses reproduction, physical refuges reduce exposure, and many species strike back directly at their attackers, imposing real costs on the hunter. To investigate the combined effects of these behavioral mechanisms, we develop a Caputo fractional-order predator-prey model incorporating fear-induced reproductive suppression, proportional prey refuge, active anti-predator retaliation, a Holling type II functional response, and nonlinear saturation harvesting. The fractional memory order accounts for hereditary effects in ecological interactions, with the classical integer-order system recovered as a special case. Fundamental dynamical properties of the model, including non-negativity, uniform boundedness, and existence and uniqueness of solutions, are established. All biologically feasible equilibria are characterized, and local and global asymptotic stability conditions are derived using Matignon's criterion and Lyapunov function techniques. The analysis further reveals that the coexistence equilibrium can lose stability through a Hopf bifurcation induced by the fractional memory order, and a critical threshold for the onset of this bifurcation is derived. Numerical evaluation of the first Lyapunov coefficient provides evidence that the bifurcation is supercritical, leading to the emergence of stable periodic oscillations. Applying Pontryagin's Maximum Principle, we derive a bang-singular-bang optimal harvesting strategy that improves discounted net revenue while maintaining ecologically sustainable population levels. Numerical simulations support the theoretical results and illustrate the combined influence of fear, refuge, anti-predator behavior, harvesting, and memory on ecosystem dynamics. The findings demonstrate that the fractional memory order acts as an effective regulator of ecological stability, providing a biologically interpretable mechanism for controlling oscillatory behavior that has no counterpart in classical integer-order predator-prey models.

Indexed as

FearModels, BiologicalPredatory BehaviorAnimalsEcosystemPopulation Dynamics

Identifiers

PMID42873815
PMCPMC13667930

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.