Abstract: In this paper, we experimented how the performance of compact genetic algorithms (cGAs) become different according to two competitive encoding schemes: binary encoding and gray encoding ...

In recent years, genetic algorithms have become one of the most popular algorithms for solving FJSP problems and have attracted widespread attention. In this paper, a comprehensive review of ...

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One of the key steps in applying a genetic algorithm is to choose an appropriate encoding scheme for the problem. This means that you have to represent each solution as a string of symbols ...

ABSTRACT: This paper presents four different hybrid genetic algorithms for network design problem in closed loop supply chain. They are compared using a complete factorial experiment with two factors, ...

An algorithm for encoding long strings of building blocks ... to TTT), into “zigzag” or “spectrum-like” representations is suggested. The new encoding scheme can be derived in the 3-, 2-, or ...