Multi-objective cellular memetic algorithm

X Lin, T Ren, J Yang, X Wang - International Journal of …, 2022 - inderscienceonline.com
… This paper combines the individual clustering techniques and MOCell algorithm, and puts
forward a multi-objective cellular memetic algorithm (MOCMA) based on k-means clustering …

Memetic algorithm-based multi-objective coverage optimization for wireless sensor networks

Z Chen, S Li, W Yue - Sensors, 2014 - mdpi.com
… A memetic algorithm uses the notion of meme(s) as units of … memetic algorithm, we can
greatly accelerate the rate of convergence of the multi-objective coverage optimization algorithm

Global path planning of wheeled robots using multi-objective memetic algorithms

Z Zhu, J Xiao, JQ Li, F Wang… - Integrated computer …, 2015 - content.iospress.com
… [12] introduced a multi-objective genetic algorithm (MOGA) for optimizing path planning in
terms of path length and difficulty in autonomous mobile robots, where predefined input weight …

A multi-objective cellular memetic optimization algorithm for green scheduling in flexible job shops

Y Wang, W Peng, C Lu, H Xia - Symmetry, 2022 - mdpi.com
… Concerning the prior method, a multi-objective issue is merged into a mono-objective …
by utilizing a cellular structure. Therefore, a multi-objective cellular memetic algorithm (MOCMOA) …

A novel multi-objective coverage optimization memetic algorithm for directional sensor networks

A Wang, Y Gao, J Wu, G Sun… - International Journal of …, 2016 - journals.sagepub.com
wireless sensor network, the greedy algorithm can easily fall into the local optimal solution,
whereas the genetic algorithm … a multi-objective coverage optimization memetic algorithm (…

An efficient hybrid multi-objective memetic algorithm for the frequency assignment problem

M Bessedik, F Benbouzid-SiTayeb… - … Applications of Artificial …, 2020 - Elsevier
… This paper investigates hybridization of multi-objective memetic algorithm and artificial
immune system (AIS) for the Frequency Assignment Problem (FAP) in cellular mobile networks. …

A memetic algorithm for multi-objective optimization of the home health care problem

J Decerle, O Grunder, AH El Hassani… - Swarm and evolutionary …, 2019 - Elsevier
… In addition, we suggest a novel memetic algorithm for multi-objective optimization in order
to solve the problem. Experimental results highlight the efficiency of the proposed approach …

A multi-objective memetic optimization approach to the circular antenna array design problem

A Sengupta, T Chakraborti, A Konar… - Progress In …, 2012 - jpier.org
… We extend our proposed adaptive memetic algorithm LA-DE to the multi-objective framework
by incorporating DEMO’s selection criteria. In comparison to LA-DE, LA-DEMO updates the …

Memetic algorithms and memetic computing optimization: A literature review

F Neri, C Cotta - Swarm and Evolutionary Computation, 2012 - Elsevier
multi-objective optimization; in [16] a novel class of structured population for MAs, namely
Cellular … If m = 1 the problem is single-objective, while for m > 1 the problem is multi-objective. …

Interval multiobjective optimization with memetic algorithms

J Sun, Z Miao, D Gong, XJ Zeng, J Li… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
… searches into an existing IMOEA, and propose a memetic algorithm (MA) to tackle IMOPs. At
… Sun, “A memetic algorithm for multi-objective optimization problems with interval parameters…