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Procedural Content Generation (PCG) can be a useful tool for aiding creativity in the process of designing game levels. Mixed-initiative level generation tools where a designer and an algorithm collaborate to iteratively generate game levels have been used for this purpose. However, it can be difficult for designers to work with tools that do not respond to the common language of games: game design...
Online bin packing requires immediate decisions to be made for placing an incoming item one at a time into bins of fixed capacity without causing any overflow. The goal is to maximise the average bin fullness after placement of a long stream of items. A recent work describes an approach for solving this problem based on a ‘policy matrix’ representation in which each decision option is independently...
In this paper, we study parallel genetic algorithm for solving a well-known NP-hard problem in graph theory that is minimum dominating set problem. We have, at first, investigated for a high performance parallel genetic algorithm for such problem. The experiment proves that the single distributed population parallel genetic algorithm is a desired solution. Secondly, we have investigated how difficult...
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