To address the flexible assembly job shop scheduling problem, an improved differential evolution algorithm based on Q-Learning is proposed to optimize the makespan, the average product completion time ...

The novel algorithm integrates the framework of multipopulation with the JAYA operation and the differential evolution (DE) algorithm. Besides, the proposed algorithm is evaluated by several ...

Furthermore, a POBL-based adaptive differential evolution algorithm (POBL-ADE) is proposed to improve the effectiveness of ADE. The proposed algorithm is evaluated on the CEC2014's test suite in the ...

Genetic Algorithm (GA) and Differential Evolution (DE) implementations for constrained optimization. Customizable configuration using configparser. Statistical Analysis using rank-sum tests from SciPy ...

Differential evolution algorithm is a bionic intelligent calculation method which simulates the natural evolutionary law to find the global ... (2012). A new vibrational genetic algorithm enhanced ...

1. The differential evolution algorithm is a single objective optimization algorithm. Although it can obtain an excellent solution-set in most cases, it is easy to fall into the local optimal solution ...