In this work we formulate the problem of restless multi-armed bandits with cumulative feedback and partially observable states. We call these bandits as lazy restless bandits (LRB) as they are slow in action and allow multiple system state transitions during every decision interval. Rewards for each action are state dependent. The states of arms are hidden from the decision maker. The goal of t...

introduction: agriculture is one of the main uses of the land. using agriculture to increase production is always with acidification and loss of groundwater reserves. therefore, with proper planning for use of agricultural land so that to leave the least negative impacts on the soil and water pollution, it is regarded imperative for sustainable development. this study is aimed to better underst...

General multi-objective optimization methods are hard to obtain prior information, how to utilize prior information has been a challenge. This paper analyzes the characteristics of Bayesian decision-making based on maximum entropy principle and prior information, especially in case that how to effectively improve decision-making reliability in deficiency of reference samples. The paper exhibits...

Organizations are increasingly in search of ways to derive more business values from IT investments and the need for capabilities (ITC) is surging. ITC critical significant build enterprise agility promote organizational performance. However, capability always treated as causal factor already existing there few studies on how created evaluated. Appropriate evaluation necessary an organization m...

Most of the existing intrusion detection systems (IDS) often generate large numbers of alerts which contain numerous false positives and non relevant positives. Alert correlation techniques aim to aggregate and combine the outputs of single/multiple IDS to provide a concise and broad view of the security state of network. Capability based alert correlator uses notion of capability to correlate ...