International audienceThe paper models the maintenance of ecological networks in forest environments, built from bioreserves, patches and corridors, when these grids are subject to random processes such as extreme natural events. It also outlines a management plan to support the optimized results. After presenting the random graph-theoretic framework, we apply the stochastic optimal control to the graph dynamics. Our results show that the preservation of the network architecture cannot be achieved, under stochastic control, over the entire duration. It can only be accomplished, at the cost of sacrificing the links between the patches, by increasing the usage of the control devices. This would have a negative effect on the species migration ...
We propose a dynamic graph-theoretic model for ecosystem management as a control over networked syst...
We study a stochastic individual-based model of interacting plant and pollinator species through a b...
The network theory succeeded to apply the mathematical results of graph theory to describe the compl...
International audienceThe paper models the maintenance of ecological networks in forest environments...
Working Paper - Cahier du LEFForest management aims at building ecological networks that minimize th...
In order to unveil the value of network connectivity, we formalize the construction of ecological ne...
We solve a stochastic high-dimensional optimal harvesting problem by reinforcement learning algorith...
As ecologists and foresters produce an increasing range of probabilistic data, mathematical techniqu...
We solve a stochastic high-dimensional optimal harvesting problem by using reinforcement learning al...
International audienceIn order to take account of the negative effects of invasive species and patho...
The dynamical processes taking place on a network depend on its topology. Influencing the growth pro...
We address the problem of robust decision making for stochastic network design. Our work is motivate...
We investigate the problem of stochastic network design in bidirected trees. In this problem, an und...
The loss of dispersal connections between habitat patches may destabilize populations in a patched e...
Many natural and social phenomena occur in networks. Examples include the spread of information, ide...
We propose a dynamic graph-theoretic model for ecosystem management as a control over networked syst...
We study a stochastic individual-based model of interacting plant and pollinator species through a b...
The network theory succeeded to apply the mathematical results of graph theory to describe the compl...
International audienceThe paper models the maintenance of ecological networks in forest environments...
Working Paper - Cahier du LEFForest management aims at building ecological networks that minimize th...
In order to unveil the value of network connectivity, we formalize the construction of ecological ne...
We solve a stochastic high-dimensional optimal harvesting problem by reinforcement learning algorith...
As ecologists and foresters produce an increasing range of probabilistic data, mathematical techniqu...
We solve a stochastic high-dimensional optimal harvesting problem by using reinforcement learning al...
International audienceIn order to take account of the negative effects of invasive species and patho...
The dynamical processes taking place on a network depend on its topology. Influencing the growth pro...
We address the problem of robust decision making for stochastic network design. Our work is motivate...
We investigate the problem of stochastic network design in bidirected trees. In this problem, an und...
The loss of dispersal connections between habitat patches may destabilize populations in a patched e...
Many natural and social phenomena occur in networks. Examples include the spread of information, ide...
We propose a dynamic graph-theoretic model for ecosystem management as a control over networked syst...
We study a stochastic individual-based model of interacting plant and pollinator species through a b...
The network theory succeeded to apply the mathematical results of graph theory to describe the compl...