Design and Analysis of Algorithms for Insufficient Information

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One of the main challenge in modern algorithm design is to cope with insufficient information (to complement information). In this study, we rigorously discuss the desirable property of such algorithms and try to construct a framework for it including design techniques and evaluation method. As a result, we obtain efficient algorithms in various fields such as online, network, matching, randomized, geometric and distributed algorithms.