Computational intelligence based QoS-aware web service composition: a systematic literature review

C Jatoth, GR Gangadharan… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Web service composition concerns the building of new value added services by integrating
the sets of existing web services. Due to the seamless proliferation of web services, it …

RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method

I Ahmadianfar, AA Heidari, AH Gandomi, X Chu… - Expert Systems with …, 2021 - Elsevier
The optimization field suffers from the metaphor-based “pseudo-novel” or “fancy” optimizers.
Most of these cliché methods mimic animals' searching trends and possess a small …

Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts

Y Yang, H Chen, AA Heidari, AH Gandomi - Expert Systems with …, 2021 - Elsevier
A recent set of overused population-based methods have been published in recent years.
Despite their popularity, most of them have uncertain, immature performance, partially done …

Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization

H Su, D Zhao, H Elmannai, AA Heidari… - Computers in Biology …, 2022 - Elsevier
COVID-19 is currently raging worldwide, with more patients being diagnosed every day. It
usually is diagnosed by examining pathological photographs of the patient's lungs. There is …

Boosting whale optimization with evolution strategy and Gaussian random walks: An image segmentation method

AG Hussien, AA Heidari, X Ye, G Liang, H Chen… - Engineering with …, 2023 - Springer
Stochastic optimization has been found in many applications, especially for several local
optima problems, because of their ability to explore and exploit various zones of the feature …

Hybrid Aquila optimizer with arithmetic optimization algorithm for global optimization tasks

S Mahajan, L Abualigah, AK Pandit, M Altalhi - Soft Computing, 2022 - Springer
Many population-dependent solutions have recently been suggested. Despite their
widespread adoption in many applications, we are still researching using suggested …

Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem

R Dong, H Chen, AA Heidari, H Turabieh… - Knowledge-Based …, 2021 - Elsevier
In recent years, a variety of meta-heuristic nature-inspired algorithms have been proposed to
solve complex optimization problems. However, these algorithms suffer from the …

[HTML][HTML] Hierarchical Harris hawks optimizer for feature selection

L Peng, Z Cai, AA Heidari, L Zhang, H Chen - Journal of Advanced …, 2023 - Elsevier
Introduction The main feature selection methods include filter, wrapper-based, and
embedded methods. Because of its characteristics, the wrapper method must include a …

QoS-aware cloud service composition: A systematic map** study from the perspective of computational intelligence

Q She, X Wei, G Nie, D Chen - Expert Systems with Applications, 2019 - Elsevier
Cloud service composition builds new value-added services by combining existing single
services. However, because of the exuberant growth of cloud services and the varying …

An adaptive quadratic interpolation and rounding mechanism sine cosine algorithm with application to constrained engineering optimization problems

X Yang, R Wang, D Zhao, F Yu, C Huang… - Expert Systems with …, 2023 - Elsevier
The sine cosine algorithm (SCA) is a well-known meta-heuristic optimization algorithm. SCA
has received much attention in various optimization fields due to its simple structure and …