It has also been applied to cellular networks, such as: self-organized and distributed interference management for femtocell networks [14], self-organized resource allocation scheme [15], cell selection scheme [16], and self-optimization of capacity and coverage scheme [17].
Three independent variables including temperature, methanol to water ratio percent, and sonication time were studied for simultaneous optimization of antioxidant capacity, total phenolic content and extraction yield.
Conventional handling of climate change impacts is based on a series of sewer solutions, including optimization of transport capacity of existing sewers, implementing additional pipes or storage spaces, increasing existing pipe capacity, and so on.
For the finite state channel case, we convert the partial observation (some channels are not sensed due to limited sensing capability) into a complete information one and consider the optimization of channel capacity as maximizing the average reward of a Markovian decision process.
Another challenge is the optimization of network capacity through interference minimization.
Similarly, the work presented in [5] also discussed about different acknowledge schemes and optimization of channel capacity.
Therefore, optimization of storage capacity is a non-negligible problem for PV-storage systems in DSM programs.
However, the focus of their work is on how to reduce interference caused to PUs rather than on the optimization of SUs' capacity.
For the finite state case, the optimization of channel capacity is considered as a Markov decision problem that maximizes average award.
However, it brings more challenges for DSM to schedule energy consumption when storage is introduced into the DSM, such as the optimization of storage capacity [16, 17].
In this paper, based on the ToU pricing mechanism and battery storage, we primarily focus on combining the optimization of battery capacity and energy consumption with the non-cooperative game-theoretic method under the scenario in which each user has a PV-battery system and other household appliances.
