Levy flights in metaheuristics optimization algorithms–a review

M Chawla, M Duhan - Applied Artificial Intelligence, 2018 - Taylor & Francis
In recent years, Levy flight (LF) is increasingly being employed as search mechanism in
metaheuristics optimization algorithms (MOA) to solve complex real world problems. LF …

Improved Lévy flight distribution algorithm with FDB-based guiding mechanism for AVR system optimal design

H Bakir, U Guvenc, HT Kahraman, S Duman - Computers & Industrial …, 2022 - Elsevier
This paper presents the improved version of the Lévy Flight Distribution (LFD) algorithm for
solving real-valued numerical optimization problems. In the proposed algorithm, the Fitness …

A new hybrid chaotic atom search optimization based on tree-seed algorithm and Levy flight for solving optimization problems

S Barshandeh, M Haghzadeh - Engineering with Computers, 2021 - Springer
Optimizing the high computational real-world problems is a challenging task that has taken a
great deal of efforts in the last decade. The meta-heuristic algorithms have brought countless …

Optimising discrete dynamic berth allocations in seaports using a Levy Flight based meta-heuristic

R Wang, TT Nguyen, C Li, I Jenkinson, Z Yang… - Swarm and evolutionary …, 2019 - Elsevier
Seaports play a vital role in our everyday life: they handle 90% of our world trade goods.
Improving seaports' efficiency means improving the efficiency of sending and receiving our …

Solving the graph coloring problem using cuckoo search

C Aranha, K Toda, H Kanoh - … Conference, ICSI 2017, Fukuoka, Japan, July …, 2017 - Springer
Abstract We adapt the Cuckoo Search (CS) algorithm for solving the three color Graph
Coloring Problem (3-GCP). The difficulty of this task is adapting CS from a continuous to a …

[PDF][PDF] Enhanced Gravitational Search Algorithm Based on Improved Convergence Strategy

NM Sabri, UFM Bahrin, M Puteh - International Journal of Advanced …, 2023 - academia.edu
Gravitational search algorithm (GSA) is one of the metaheuristic algorithms that has been
popularly implemented in solving various optimization problems. The algorithm could …

Solving facility layout problems using evolutionary strategy based on levy flight

D Zhao, C Aranha, H Kanoh - 2016 IEEE 9th International …, 2016 - ieeexplore.ieee.org
This paper introduces a new way to solve the Facility Layout Problem (FLP). The FLP
consists of choosing positions of a set of departments in the facility so that the material …

Solving real-world facility layout problems using GA with Levy Flights and multi-decoding

D Zhao, C Aranha, H Kanoh - 2017 18th IEEE/ACIS …, 2017 - ieeexplore.ieee.org
In this paper, we formulate a real-world Facility Layout Problem as a constraint satisfaction
problem and propose a new method with a genetic algorithm. The created layout should …

[图书][B] Berth Scheduling at Seaports: Meta-Heuristics and Simulation

R Wang - 2018 - search.proquest.com
This research aims to develop realistic solutions to enhance the efficiency of port operations.
By conducting a comprehensive literature review on logistic problems at seaports, some …

The Swap and Expansion moves revisited and fused

I Leichter - 2009 IEEE 12th International Conference on …, 2009 - ieeexplore.ieee.org
Many solutions to computer vision and image processing problems involve the minimization
of multi-label energy functions with up to K variables in each term. In the minimization …