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Article

Optimal Harvesting for Nonlinear Size-Structured Populations with Nonlocal Environmental Feedback

1
College of Science, Liaoning Technical University, Fuxin 123000, China
2
College of Life and Health Science, Anhui Science and Technology University, Fengyang 233100, China
3
Department of Mathematics, Northeastern University, Boston, MA 02115, USA
4
College of Engineering, The University of Iowa, Iowa City, IA 52242, USA
5
College of Engineering, Boston University, Boston, MA 02215, USA
*
Author to whom correspondence should be addressed.
Mathematics 2026, 14(11), 2025; https://doi.org/10.3390/math14112025 (registering DOI)
Submission received: 15 April 2026 / Revised: 1 June 2026 / Accepted: 3 June 2026 / Published: 5 June 2026
(This article belongs to the Special Issue Research on Reaction–Diffusion Equations and Population Dynamics)

Abstract

This paper investigates the optimal harvesting of a nonlinear, size-structured population governed by a first-order transport equation with nonlocal environmental crowding feedback and exogenous inflow. First, we establish finite-horizon well-posedness for the controlled state system in an L1 framework, proving the existence, uniqueness, positivity, and continuous dependence of weak solutions. Second, we show that the infinite-dimensional stationary problem reduces exactly to a scalar nonlinear closure equation, yielding existence and conditional uniqueness results for stationary states. Within this equilibrium framework, we distinguish the persistence of the forced system from intrinsic demographic self-replacement and introduce size-continuous per-recruit and spawning-potential diagnostics. Finally, we formulate a partial differential equation (PDE)-constrained optimal harvesting problem. Under a compactness assumption on the control-to-state map, we establish the existence of optimal controls. We then formally derive a Pontryagin-type first-order optimality system for the harvesting problem. The variation of the nonlocal environmental feedback produces a coupled integral source term in the adjoint equation. The associated pointwise maximization condition yields a bang–bang harvesting structure, while a monotone size-threshold policy is shown to require an additional single-crossing assumption on the switching function. These hypotheses are illustrated using a fisheries model with density-dependent von Bertalanffy growth.
Keywords: size-structured population; nonlocal transport equation; optimal harvesting; Pontryagin maximum principle; bang–bang control; threshold policy; minimum landing size; fisheries management size-structured population; nonlocal transport equation; optimal harvesting; Pontryagin maximum principle; bang–bang control; threshold policy; minimum landing size; fisheries management

Share and Cite

MDPI and ACS Style

Cai, J.; Chen, X.; Gu, L.; Chen, J.; Chu, N.; Wang, L.S.; Liang, Y.; Yu, J. Optimal Harvesting for Nonlinear Size-Structured Populations with Nonlocal Environmental Feedback. Mathematics 2026, 14, 2025. https://doi.org/10.3390/math14112025

AMA Style

Cai J, Chen X, Gu L, Chen J, Chu N, Wang LS, Liang Y, Yu J. Optimal Harvesting for Nonlinear Size-Structured Populations with Nonlocal Environmental Feedback. Mathematics. 2026; 14(11):2025. https://doi.org/10.3390/math14112025

Chicago/Turabian Style

Cai, Jie, Xiaoyang Chen, Longfei Gu, Jiayao Chen, Nuo Chu, Louis Shuo Wang, Ye Liang, and Jiguang Yu. 2026. "Optimal Harvesting for Nonlinear Size-Structured Populations with Nonlocal Environmental Feedback" Mathematics 14, no. 11: 2025. https://doi.org/10.3390/math14112025

APA Style

Cai, J., Chen, X., Gu, L., Chen, J., Chu, N., Wang, L. S., Liang, Y., & Yu, J. (2026). Optimal Harvesting for Nonlinear Size-Structured Populations with Nonlocal Environmental Feedback. Mathematics, 14(11), 2025. https://doi.org/10.3390/math14112025

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