A critical review of moth-flame optimization algorithm and its variants: structural reviewing, performance evaluation, and statistical analysis

H Zamani, MH Nadimi-Shahraki, S Mirjalili… - … Methods in Engineering, 2024 - Springer
A growing trend of introducing new metaheuristic algorithms and their improvements is
observed with almost the same inherited weaknesses. The main reason is that a few studies …

An improved marine predator algorithm based on epsilon dominance and Pareto archive for multi-objective optimization

NE Chalabi, A Attia, A Bouziane… - … Applications of Artificial …, 2023 - Elsevier
Solving multi-objective optimization problems plays an important role in several
applications. Recently, the Marine Predator Algorithm (MPA) was introduced for solving …

Guided manta ray foraging optimization using epsilon dominance for multi-objective optimization in engineering design

D Zouache, FB Abdelaziz - Expert Systems with Applications, 2022 - Elsevier
In recent decades, metaheuristics have proven their effectiveness in solving large-scale real-
world problems with multiple objectives. However, we still need to design robust algorithms …

Bi-level energy management model for the smart grid considering customer behavior in the wireless sensor network platform

A Bolurian, H Akbari, S Mousavi… - Sustainable Cities and …, 2023 - Elsevier
Today, smart grids (SG) and its relationship to wireless sensor network (WSN) provides a
suitable platform for establishing the two-way communication of the energy management …

An external archive guided Harris Hawks optimization using strengthened dominance relation for multi-objective optimization problems

D Zouache, A Got, H Drias - Artificial Intelligence Review, 2023 - Springer
Abstract In this paper, Multi-Objective Harris Hawks Optimization (MOHHO) is proposed
based on strengthened dominance relation (SRD) to solve multi-objective optimization …

A novel epsilon-dominance Harris Hawks optimizer for multi-objective optimization in engineering design problems

L Allou, D Zouache, K Amroun, A Got - Neural Computing and Applications, 2022 - Springer
In this article, A Multi-Leaders Guided Harris Hawks optimizer using Epsilon-Dominance
relation is developed for solving multi-objective optimization problems. For this reason, the …

Store-Wide space planning balancing impulse and convenience

FB Abdelaziz, B Maddah, T Flamand, J Azar - European Journal of …, 2024 - Elsevier
We develop a store-wide shelf space planning framework that assigns product categories to
shelves with the objective of balancing impulse buying and shopping convenience. Our …

Emulous mechanism based multi-objective moth–flame optimization algorithm

S Sapre, S Mini - Journal of Parallel and Distributed Computing, 2021 - Elsevier
In recent years, there has been growing interest in using metaheuristic algorithms to solve
various complex engineering optimization problems. Most of the real-world problems …

Energy savings and coverage optimization in edge WiFi sensor deployment for buildings: A multi-objective evolutionary approach

MA Benatia, F Ben-Abdelaziz, M Sahnoun - Energy Economics, 2024 - Elsevier
Edge sensor nodes are used to ensure informed decisions in several fields, including smart
buildings, supply chain management, sustainability, mobile robotics in industry and logistics …

A guided epsilon-dominance arithmetic optimization algorithm for effective multi-objective optimization in engineering design problems

D Zouache, L Abualigah, F Boumaza - Multimedia Tools and Applications, 2024 - Springer
Abstract The Arithmetic Optimization Algorithm (AOA) was recently proposed as a solution
for single-objective real continuous problems and has demonstrated superior performance …