Notwithstanding the importance of international cooperation as the other facet of international interactions, a strategy of conflict resolution, a maintainer of international peace and security, its provision in the United Nations conventions, as an objective of the United Nations after the international peace and security, however, the recognition of international cooperation has not been underlined by global, intellectual think tanks. While realism emphasized on the state's role in achieving international cooperation to ensure mutual and multilateral interests, liberalism focused on the role of international organizations in building such cooperation. Additionally, constructivist approaches developed other sub-variables to contribute to the success of the state's attempts at international cooperation strategies, such as identity and social construction of the state.As long as there are conflicting interests, various strengths, different capacities, innovative roles in the world order, nations will keep seeking different patterns of bilateral and multilateral cooperation. Additionally, many countries maintain cooperation with various international representatives to ensure that their interests are realized. Thus, different patterns of cooperation divide nations into cooperative nations, those which maintain contact with international organizations and powers, and non-cooperative nations.There are many non-cooperative countries, particularly those that maintain no contact with the United Nations on several issues. Such non-cooperative countries often cite the rejection of unilateral hegemony over the world order, they are in relevant alliances, or the very nature of these countries' roles in conflicts that underpin them regionally or internationally, as in the case of North Korea. Given these varying patterns of cooperation and alliance, the United Nations, the Security Council, the International Atomic Energy Agency (as an authority in North Korea's nuclear crisis, which poses a direct threat to international peace and security), and the other international actors are obliged to take different techniques of negotiation that vary with respect to phases, talks, and tactics.It is worth mentioning that North Korean nuclear program is a threat to international balances on which East Asia's security, regional stability, and the world order rely. Owing to these considerations, this paper examines international cooperation, draws on theoretical backgrounds to define negotiating strategies, and elaborates on the international tactics taken by the International Atomic Energy Agency, the Security Council, the United States of America, Russia, and China to help resolve North Korea's nuclear program.
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In aspect-based sentiment analysis ABSA, implicit aspects extraction is a fine-grained task aim for extracting the hidden aspect in the in-context meaning of the online reviews. Previous methods have shown that handcrafted rules interpolated in neural network architecture are a promising method for this task. In this work, we reduced the needs for the crafted rules that wastefully must be articulated for the new training domains or text data, instead proposing a new architecture relied on the multi-label neural learning. The key idea is to attain the semantic regularities of the explicit and implicit aspects using vectors of word embeddings and interpolate that as a front layer in the Bidirectional Long Short-Term Memory Bi-LSTM. First, we
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In many applications such as production, planning, the decision maker is important in optimizing an objective function that has fuzzy ratio two functions which can be handed using fuzzy fractional programming problem technique. A special class of optimization technique named fuzzy fractional programming problem is considered in this work when the coefficients of objective function are fuzzy. New ranking function is proposed and used to convert the data of the fuzzy fractional programming problem from fuzzy number to crisp number so that the shortcoming when treating the original fuzzy problem can be avoided. Here a novel ranking function approach of ordinary fuzzy numbers is adopted for ranking of triangular fuzzy numbers with simpler an
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The aim of this paper is to design a PID controller based on an on-line tuning bat optimization algorithm for the step-down DC/DC buck converter system which is used in the battery operation of the mobile applications. In this paper, the bat optimization algorithm has been utilized to obtain the optimal parameters of the PID controller as a simple and fast on-line tuning technique to get the best control action for the system. The simulation results using (Matlab Package) show the robustness and the effectiveness of the proposed control system in terms of obtaining a suitable voltage control action as a smooth and unsaturated state of the buck converter input voltage of ( ) volt that will stabilize the buck converter sys
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Data-driven models perform poorly on part-of-speech tagging problems with the square Hmong language, a low-resource corpus. This paper designs a weight evaluation function to reduce the influence of unknown words. It proposes an improved harmony search algorithm utilizing the roulette and local evaluation strategies for handling the square Hmong part-of-speech tagging problem. The experiment shows that the average accuracy of the proposed model is 6%, 8% more than HMM and BiLSTM-CRF models, respectively. Meanwhile, the average F1 of the proposed model is also 6%, 3% more than HMM and BiLSTM-CRF models, respectively.
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