Department of Mathematics, Politecnico di Milano, Milano, Italy.
Department of Mathematics, University of Trento, Trento, Italy.
PLoS One. 2021 Jan 20;16(1):e0245255. doi: 10.1371/journal.pone.0245255. eCollection 2021.
Fish populations subject to heavy exploitation are expected to evolve over time smaller average body sizes. We introduce Stackelberg evolutionary game theory to show how fisheries management should be adjusted to mitigate the potential negative effects of such evolutionary changes. We present the game of a fisheries manager versus a fish population, where the former adjusts the harvesting rate and the net size to maximize profit, while the latter responds by evolving the size at maturation to maximize the fitness. We analyze three strategies: i) ecologically enlightened (leading to a Nash equilibrium in game-theoretic terms); ii) evolutionarily enlightened (leading to a Stackelberg equilibrium) and iii) domestication (leading to team optimum) and the corresponding outcomes for both the fisheries manager and the fish. Domestication results in the largest size for the fish and the highest profit for the manager. With the Nash approach the manager tends to adopt a high harvesting rate and a small net size that eventually leads to smaller fish. With the Stackelberg approach the manager selects a bigger net size and scales back the harvesting rate, which lead to a bigger fish size and a higher profit. Overall, our results encourage managers to take the fish evolutionary dynamics into account. Moreover, we advocate for the use of Stackelberg evolutionary game theory as a tool for providing insights into the eco-evolutionary consequences of exploiting evolving resources.
受过度捕捞影响的鱼类种群预计会随着时间的推移进化出更小的平均体型。我们引入了斯塔克尔伯格进化博弈论来展示渔业管理应该如何调整,以减轻这种进化变化的潜在负面影响。我们提出了一个渔业管理者与鱼类种群之间的博弈,前者通过调整捕捞率和网眼大小来最大化利润,而后者则通过进化成熟体型来最大化适应性来做出反应。我们分析了三种策略:i)生态启发式(在博弈论术语中导致纳什均衡);ii)进化启发式(导致斯塔克尔伯格均衡)和 iii)驯化(导致团队最优),以及它们对渔业管理者和鱼类的相应结果。驯化导致鱼类体型最大,管理者利润最高。采用纳什方法,管理者倾向于采用高捕捞率和小网眼尺寸,最终导致鱼类体型变小。采用斯塔克尔伯格方法,管理者选择更大的网眼尺寸并减少捕捞率,这导致鱼类体型更大,利润更高。总的来说,我们的结果鼓励管理者考虑鱼类的进化动态。此外,我们提倡使用斯塔克尔伯格进化博弈论作为一种工具,来深入了解开发进化资源的生态进化后果。