This book constitutes the proceedings of the 15th International Conference on Algorithms and Computation WALCOM 2021 which was planned to take place in Yangon Myanmar in February/March 2021. The conference changed to an online format due to the COVID-19 pandemic.&nbsp;<div><br><div>The 24 full papers included in this volume were carefully reviewed and selected from a total of 60 submissions. They cover diverse</div><div>areas of algorithms and computation such as approximation algorithms&nbsp;algorithmic graph theory and combinatorics combinatorial algorithms combinatorial&nbsp;optimization computational biology computational complexity computational&nbsp;geometry discrete geometry data structures experimental algorithm&nbsp;methodologies graph algorithms graph drawing parallel and distributed algorithms&nbsp;parameterized algorithms parameterized complexity network optimization&nbsp;online algorithms randomized algorithms and string algorithms.&nbsp;</div></div>
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