Design of Online and Approximation Algorithms
A special issue of Algorithms (ISSN 1999-4893).
Deadline for manuscript submissions: closed (1 April 2022) | Viewed by 820
Special Issue Editors
Interests: algorithms; scheduling; optimization; combinatorics
Special Issue Information
Dear Colleagues,
We would like to invite scientific articles on the topic "Design of Online and Approximation Algorithms". Online and approximation algorithms require fundamental research in order to deal with situations where the algorithm capability is limited: online algorithms have limited knowledge of the whole input and have to make irrevocable decisions, while approximation algorithms have limited computational power to find an optimal solution. Both problems arise from both theoretical interest and practical concern in a variety of areas.
For this Special Issue of Algorithms, we would like to invite articles on paradigms to design and analyze online and approximation algorithms. We are looking for manuscripts of online/approximation algorithms, competitive analysis and beyond, distributed and parallel approximation/online algorithms, hardness of approximation/competitiveness, parameterized approximation/online algorithms, etc. We welcome manuscripts using different problem-solving frameworks (mathematical programming methods, embeddings and metric space methods, etc.) or approaches that go beyond worst-case analysis.
Prof. Dr. Prudence W.H. Wong
Dr. Hsiang-Hsuan Liu
Guest Editors
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Keywords
- Paradigms for the design and analysis of approximation and online algorithms;
- Competitive analysis;
- Hardness of approximation/competitiveness;
- Approaches that go beyond worst-case analysis (resource augmentation);
- Distributed and parallel approximation/competitive algorithms;
- Small space, sub-linear time and streaming algorithms;
- Parameterized complexity and approximation/competitive algorithms;
- Embeddings and metric space methods;
- Mathematical programming methods;
- Spectral methods;
- Combinatorial optimization.
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