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Yasuaki Kobayashi

5 accepted papers

2024

Theoretical Aspects of Generating Instances with Unique Solutions: Pre-assignment Models for Unique Vertex Cover

AAAI 2024technical

The uniqueness of an optimal solution to a combinatorial optimization problem attracts many fields of researchers' attention because it has a wide range of applications, it is related to important classes in computational complexity, and the existence of only one solution is often critical for algor…

Cited by 3SourcePDFScholar
2023

A Framework to Design Approximation Algorithms for Finding Diverse Solutions in Combinatorial Problems

AAAI 2023technical

Finding a \emph{single} best solution is the most common objective in combinatorial optimization problems. However, such a single solution may not be applicable to real-world problems as objective functions and constraints are only ``approximately'' formulated for original real-world problems. To so…

Cited by 26SourcePDFScholar
2022

Computing Diverse Shortest Paths Efficiently: A Theoretical and Experimental Study

AAAI 2022technical

Finding diverse solutions in combinatorial problems recently has received considerable attention (Baste et al. 2020; Fomin et al. 2020; Hanaka et al. 2021). In this paper we study the following type of problems: given an integer k, the problem asks for k solutions such that the sum of pairwise (weig…