Artificial Intelligence Research and Optimization

Research output

Research output per year 2003 2021 2022 2023 2024 2024

• 29773 Citations
• 74 h-index
• 443 Article
• 57 Chapter
• 47 Conference contribution
• 23 Review article
• 32 More
  • 12 Paper
  • 8 Editorial
  • 6 Comment/debate
  • 2 Book
  • 2 Conference article
  • 1 Foreword/postscript
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2024

  Intensifying learner engagement and focus by a block mode flipped learning pedagogy

  Kwan, P., Kadel, R., Memon, T. D. & Hashmi, S. S., 21 Jun 2024, Flipped Classrooms and Learning: Perspectives, Opportunities and Challenges. Nova Science Publishers Inc, p. 9-33 25 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Learner Engagement 100%
  • Block Mode 100%
  • Flipped Learning 100%
  • Learning Pedagogy 100%
  • Learning Model 100%

• Optimizing 5G and beyond networks: A comprehensive study of fog, grid, soft, and scalable computing models

  Goyal, S. B., Rajawat, A. S., Singh, J. & Jan, T., 1 Jan 2024, Applied Data Science and Smart Systems. CRC Press, p. 529-536 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Decision-Making 100%
  • Artificial Intelligence 100%
  • Machine Learning 100%
  • Network Performance 100%
  • Fog Computing 100%
• 2023

  A Brief Tutorial on Optimization Problems, Optimization Algorithms, Meta-Heuristics, and Swarm Intelligence

  Mirjalili, S., Kalayci, C. B. & Biswas, A., 2023, Studies in Computational Intelligence. Springer Science and Business Media Deutschland GmbH, p. 3-14 12 p. (Studies in Computational Intelligence; vol. 1054).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Swarm Intelligence 100%
  • Optimization Algorithm 100%
  • Optimization Problem 100%
  • Problem Optimization 100%
  • Swarm Intelligence Algorithm 33%

• Adaptive bi-level whale optimization algorithm for maximizing the power output of hybrid wave-wind energy site

  Neshat, M., Sergiienko, N. Y., da Silva, L. S. P., Amini, E., Nasiri, M. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 291-308 18 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Power Output 100%
  • Power Take-off 100%
  • Wind Energy 100%
  • Bi-level 100%

• A Hybrid African Vulture Optimization Algorithm and Harmony Search: Algorithm and Application in Clustering

  Gharehchopogh, F. S., Abdollahzadeh, B., Khodadadi, N. & Mirjalili, S., 2023, Studies in Computational Intelligence. Springer Science and Business Media Deutschland GmbH, p. 241-254 14 p. (Studies in Computational Intelligence; vol. 1054).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Search Algorithm 100%
  • Heuristic Algorithms 100%
  • African Vultures Optimization Algorithm 100%
  • Harmony Search Algorithm 100%
  • In Clustering 100%
  7 Citations (Scopus)

• A hybrid whale optimization algorithm with tabu search algorithm for resource allocation in indoor VLC systems

  Yahia, S., Meraihi, Y., Mirjalili, S., Taleb, S. M., Refas, S., Ramdane-Cherif, A. & Eldeeb, H. B., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 33-45 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Resource Allocation 100%
  • Adaptive Whale Optimization Algorithm 100%
  • Tabu Search 100%
  • VLC System 100%
  • Indoor VLC 100%

• A MTIS method using a combined of whale and moth-flame optimization algorithms

  Salehnia, T., MiarNaeimi, F., Izadi, S., Ahmadi, M., Montazerolghaem, A., Mirjalili, S. & Abualigah, L., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 625-651 27 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Moth Flame Optimization 100%
  • Multilevel Thresholding 100%
  • Image Segmentation 100%
  • Whale 100%
  • Image Segmentation Method 100%
  6 Citations (Scopus)

• An enhanced whale optimization algorithm with opposition-based learning for LEDs placement in indoor VLC systems

  Benayad, A., Boustil, A., Meraihi, Y., Mirjalili, S., Yahia, S. & Taleb, S. M., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 279-289 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Adaptive Whale Optimization Algorithm 100%
  • Light-emitting Diodes 100%
  • Opposition-based Learning 100%
  • Indoor Visible Light Communication 100%
  • Whale Optimization Algorithm 100%
  1 Citation (Scopus)

• A new hybrid whale optimization algorithm and golden jackal optimization for data clustering

  Gharehchopogh, F. S., Mirjalili, S., Işık, G. & Arasteh, B., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 533-546 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Data Clustering 100%
  • Adaptive Whale Optimization Algorithm 100%
  • Golden Jackal Optimization Algorithm 100%
  • Golden Jackal Optimization 100%
  • Whale Optimization Algorithm 100%

• A novel version of whale optimization algorithm for solving optimization problems

  Khodadadi, N., El-kenawy, E. S. M., Faridmarandi, S., Ghahfarokhi, M. S., Ibrahim, A. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 591-600 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Optimization Problem 100%
  • Humpback Whale 14%
  • Fast Convergence 14%
  • Hunting Behavior 14%

• Application of an Improved Whale Optimization Algorithm for optimal design of shell and tube heat exchanger

  Mokeddem, D., Mirjalili, S. & Nasri, D., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 463-475 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Adaptive Whale Optimization Algorithm 100%
  • Shell-and-tube Heat Exchanger 100%
  • Optimal Design 100%
  • Tubes (Components) 100%
  • Whale Optimization Algorithm 100%

• Applications of whale migration algorithm in optimal power flow problems of power systems

  Ghasemi, M., Zare, M., Kadkhoda Mohammadi, S. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 347-364 18 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Power System 100%
  • Optimal Power Flow Problem 100%
  • Whale Migration 100%
  • Migration Algorithm 100%
  • Power Engineering 100%
  4 Citations (Scopus)

• Binary whale optimization algorithm for topology planning in wireless mesh networks

  Taleb, S. M., Meraihi, Y., Mirjalili, S., Yahia, S. & Ramdane-Cherif, A., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 601-611 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Wireless Mesh Networks 100%
  • Binary Whale Optimization Algorithm 100%
  • Topology Planning 100%
  • Whale Optimization Algorithm 100%
  • Wireless Mesh Network 100%

• Grey Wolf Optimizer, Whale Optimization Algorithm, and Moth Flame Optimization for Optimizing Photonics Crystals

  Mirjalili, S. M., Mirjalili, S. Z., Khodadadi, N., Snasel, V. & Mirjalili, S., 2023, Studies in Computational Intelligence. Springer Science and Business Media Deutschland GmbH, p. 169-179 11 p. (Studies in Computational Intelligence; vol. 1054).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Grey Wolf Optimizer 100%
  • Photonic Crystal 100%
  • Moth Flame Optimization 100%
  • Optimization Algorithm 100%
  4 Citations (Scopus)

• Handbook of Whale Optimization Algorithm

  Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 1-664 664 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Google Scholar 33%
  • Optimization Problem 33%
  • Search Space 33%
  • Decision Variables 33%

• Hybrid whale optimization algorithm for enhancing K-means clustering technique

  Braik, M., Awadallah, M. A., Al-Betar, M. A., Alyasseri, Z. A. A., Sheta, A. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 387-409 23 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Adaptive Whale Optimization Algorithm 100%
  • Clustering Methods 100%
  • K-means 100%
  • Whale Optimization Algorithm 100%
  • Clustering Technique 100%

• Metaheuristics for clustering problems

  Gharehchopogh, F. S., Abdollahzadeh, B., Khodadadi, N. & Mirjalili, S., 1 Jan 2023, Comprehensive Metaheuristics: Algorithms and Applications. Elsevier, p. 379-392 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Clustering Problem 100%
  • Metaheuristics 100%
  • Clustered Data 66%
  • Genetic Algorithm 50%
  • Optimization Algorithm 50%
  5 Citations (Scopus)

• Multi-criterion design optimization of contamination detection sensors in water distribution systems

  Jafari-Asl, J., Ohadi, S. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 139-148 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Multi-criteria Optimization 100%
  • Water Distribution Systems 100%
  • Detection Sensor 100%
  • Delamination Detection 100%
  • Design Optimization 100%

• Multi-objective archived-based whale optimization algorithm

  Khodadadi, N., Mirjalili, S. Z., Mirjalili, S. M., Nadim-Shahraki, M. H. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 169-177 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Multiobjective 100%
  • Multiobjective Optimization 100%
  • Multi-Objective Optimization 42%
  • Multi-objective Optimization 40%
  2 Citations (Scopus)

• Multi-Objective Artificial Hummingbird Algorithm

  Khodadadi, N., Mirjalili, S. M., Zhao, W., Zhang, Z., Wang, L. & Mirjalili, S., 2023, Studies in Computational Intelligence. Springer Science and Business Media Deutschland GmbH, p. 407-419 13 p. (Studies in Computational Intelligence; vol. 1054).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Multi-objective Artificial Hummingbird Algorithm 100%
  • Search Strategies 100%
  • Hummingbirds 100%
  • Search Strategy 50%
  • Artificial Hummingbird Algorithm 50%
  8 Citations (Scopus)

• Presenting appointment scheduling with considering whale optimization algorithm in healthcare management

  Ala, A. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 1-8 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Healthcare Management 100%
  • Whale Optimization Algorithm 100%
  • Appointment Scheduling 100%
  • Healthcare Provider 100%
  • Optimization Technique 100%

• Recent advances of whale optimization algorithm, its versions and applications

  Alyasseri, Z. A. A., Ali, N. S., Al-Betar, M. A., Makhadmeh, S. N., Jamil, N., Awadallah, M. A., Braik, M. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 9-31 23 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Recent Advances 100%
  • Whale Optimization Algorithm 100%
  • Swarm Intelligence 100%
  • Mathematical Model 33%
  • Optimisation Problem 33%
  1 Citation (Scopus)

• SDN-based optimal task scheduling method in Fog-IoT network using combination of AO and WOA

  Salehnia, T., Montazerolghaem, A., Mirjalili, S., Khayyambashi, M. R. & Abualigah, L., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 109-128 20 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Network Applications 100%
  • Internet of Things 100%
  • Aquila Optimizer 100%
  • Internet of Things Networks 100%
  10 Citations (Scopus)

• Sizing optimization of truss structures using hybrid whale optimization algorithm

  Awadallah, M. A., Dalbah, L. M., Braik, M., Al-Betar, M. A., Alyasseri, Z. A. A. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 309-327 19 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Adaptive Whale Optimization Algorithm 100%
  • Truss Structure Optimization 100%
  • Sizing Optimization 100%
  • Exploitation Ability 50%
  1 Citation (Scopus)

• Space truss structures’ optimization using metaheuristic optimization algorithms

  Khodadadi, N., Gharehchopogh, F. S., Abdollahzadeh, B. & Mirjalili, S., 1 Jan 2023, Comprehensive Metaheuristics: Algorithms and Applications. Elsevier, p. 163-179 17 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Metaheuristic Optimization 100%
  • Truss Structure Optimization 100%
  • Space Truss Structure 100%
  • Space Truss 100%
  • Gorilla 100%
  2 Citations (Scopus)

• Tuning SVMs' hyperparameters using the whale optimization algorithm

  Oladejo, S. O., Ekwe, S. O., Ajibare, A. T., Akinyemi, L. A. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 495-521 27 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Hyperparameters 100%
  • Local Optimum 100%
  • Support Vector Machine 100%
  • Grid Search 100%
  3 Citations (Scopus)

• Use of whale optimization algorithm and its variants for cloud task scheduling: a review

  Mohammadzadeh, A., Chhabra, A., Mirjalili, S. & Faraji, A., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 47-68 22 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Cloud Scheduling 100%
  • task-scheduling 100%
  • Load Balancing 50%
  • Scheduling Strategy 50%
  1 Citation (Scopus)

• U-WOA: an unsupervised whale optimization algorithm based deep feature selection method for cancer detection in breast ultrasound images

  Pramanik, P., Pramanik, R., Naskar, A., Mirjalili, S. & Sarkar, R., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 179-191 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Breast Cancer 100%
  • Whale Optimization Algorithm 100%
  • Feature Selection Methods 100%
  • Deep Feature Selection 100%
  • Cancer Detection 100%

• Whale optimization algorithm - comprehensive meta analysis on hybridization, latest improvements, variants and applications for complex optimization problems

  Majumdar, P., Mitra, S., Mirjalili, S. & Bhattacharya, D., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 81-90 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Complex Optimization Problems 100%
  • Comprehensive Meta-analysis 100%
  • Optimisation Problem 100%
  • Engineering 100%

• Whale optimization algorithm for optimization of truss structures with multiple frequency constraints

  Khodadadi, N., El-kenawy, E. S. M., Eid, M. M., Azzi, Z., Abdelhamid, A. A. & Mirjalili, S., 1 Jan 2023, Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. Elsevier, p. 581-590 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Whale Optimization Algorithm 100%
  • Truss 100%
  • Truss Structure Optimization 100%
  • Multiple Frequencies Constraints 100%
  • Computational Cost 100%
• 2022

  Accelerating Optimization Using Vectorized Moth-Flame Optimizer (vMFO)

  Hemmasian, A., Meidani, K., Mirjalili, S. & Farimani, A. B., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 97-110 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

• A Hybrid Firefly Algorithm and Particle Swarm Optimization Algorithm for Mesh Routers Placement Problem in Wireless Mesh Networks

  Taleb, S. M., Meraihi, Y., Gabis, A. B. & Mirjalili, S., 2022, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 301-310 10 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 140).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Particle Swarm Optimization Algorithm 100%
  • Firefly Algorithm 100%
  • Wireless Mesh Networks 100%
  • Placement Problem 100%
  • Mesh Router Placement 100%
  1 Citation (Scopus)

• AMHS: Archive-Based Multi-objective Harmony Search Algorithm

  Khodadadi, N., Gharehchopogh, F. S., Abdollahzadeh, B. & Mirjalili, S., 2022, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 259-269 11 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 140).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Search Methods 100%
  • Black Box 100%
  • Optimization Algorithm 100%
  • Real-world Problems 100%
  • Multi-objective Optimization Problem 100%
  2 Citations (Scopus)

• A Modified Moth-Flame Optimization Algorithm for Image Segmentation

  Chakraborty, S., Nama, S., Saha, A. K. & Mirjalili, S., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 111-128 18 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  3 Citations (Scopus)

• An Efficient Binary Moth-Flame Optimization Algorithm with Cauchy Mutation for Solving the Graph Coloring Problem

  Meraihi, Y., Gabis, A. B. & Mirjalili, S., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 35-52 18 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

• An optimal more than one stage (MTOS) authentication model to ensure security in cloud computing

  Krishnamoorthy, N., Devi, K. N., Muthusamy, S., Mirjalili, S., Houssein, E. H. & Panchal, H., 26 Dec 2022, Artificial Intelligence for Internet of Things: Design Principle, Modernization, and Techniques. CRC Press, p. 75-83 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

• Boosting Moth- Flame Optimization Algorithm by Arithmetic Optimization Algorithm for Data Clustering

  Abualigah, L., Mirjalili, S., Otair, M., Sumari, P. & Elaziz, M. A., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 209-238 30 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  2 Citations (Scopus)

• Chaotic Stochastic Paint Optimizer (CSPO)

  Khodadadi, N., Mirjalili, S. M., Mirjalili, S. Z. & Mirjalili, S., 2022, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 195-205 11 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 140).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Stochastic Paint Optimizer 100%
  • Objective Function 100%
  • Real-World Problem 100%
  • Optimization Problem 100%
  • Engineering Problem 100%
  6 Citations (Scopus)

• Comparative study on SMS spam message detection with different machine learning methods for safety communication

  Krishnamoorthy, N., Muthusamy, S., Mirjalili, S., Vignesh, M., Vishnuhari, R. & Raja, S. K. S., 26 Dec 2022, Artificial Intelligence for Internet of Things: Design Principle, Modernization, and Techniques. CRC Press, p. 65-73 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  1 Citation (Scopus)

• Deep Feature Selection Using Moth-Flame Optimization for Facial Expression Recognition from Thermal Images

  Bhattacharyya, A., Saha, S., Sen, S., Mirjalili, S. & Sarkar, R., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 281-312 32 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  2 Citations (Scopus)

• Design Optimization of Photonic Crystal Filter Using Moth-Flame Optimization Algorithm

  Mirjalili, S. M., Davar, S., Khodadadi, N. & Mirjalili, S., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 313-322 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  7 Citations (Scopus)

• Evolving Deep Neural Network by Customized Moth-Flame Optimization Algorithm for Underwater Targets Recognition

  Khishe, M., Mohammadi, M., Rashid, T. A., Mahmud, H. & Mirjalili, S., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 53-76 24 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  3 Citations (Scopus)

• Hybrid Aquila Optimizer with Moth-Flame Optimization Algorithm for Global Optimization

  Abualigah, L., Mirjalili, S., Abd Elaziz, M., Jia, H., Şahin, C. B. & Khalifeh, A., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 177-208 32 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

• Hybrid Generalized Normal Distribution Optimization with Sine Cosine Algorithm for Global Optimization

  Too, J., Sadiq, A. S., Akbari, H., Mong, G. R. & Mirjalili, S., 2022, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 35-42 8 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 140).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Hybrid Method 100%
  • Sine Cosine Algorithm 100%
  • Global Optimization 100%
  • Generalized Normal Distribution Optimization 100%
  • Normal Distribution 100%

• Hybrid Moth- Flame Optimization Algorithm with Slime Mold Algorithm for Global Optimization

  Nama, S., Chakraborty, S., Saha, A. K. & Mirjalili, S., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 155-176 22 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  7 Citations (Scopus)

• Moth-Flame Optimization Algorithm, Arithmetic Optimization Algorithm, Aquila Optimizer, Gray Wolf Optimizer, and Sine Cosine Algorithm: A Comparative Analysis Using Multilevel Thresholding Image Segmentation Problems

  Abualigah, L., Al-Okbi, N. K., Mirjalili, S., Alshinwan, M., Hamad, H. A., Khasawneh, A. M., Abu-Ulbeh, W. A. U., Elaziz, M. A., Jia, H. & Gandomi, A. H., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 241-264 24 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  1 Citation (Scopus)

• Moth-Flame Optimization Algorithm for Feature Selection: A Review and Future Trends

  Al-Tashi, Q., Mirjalili, S., Wu, J., Abdulkadir, S. J. & Shami, T. M., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 11-34 24 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  13 Citations (Scopus)

• Moth-Flame Optimization-Based Deep Feature Selection for Cardiovascular Disease Detection Using ECG Signal

  Majee, A., Biswas, S., Chatterjee, S., Sen, S., Mirjalili, S. & Sarkar, R., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 129-152 24 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  1 Citation (Scopus)

• Multi-objective Moth-Flame Optimization Algorithm for Engineering Problems

  Khodadadi, N., Mirjalili, S. M. & Mirjalili, S., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 79-96 18 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  9 Citations (Scopus)

• Optimal Design of Truss Structures with Continuous Variable Using Moth-Flame Optimization

  Khodadadi, N., Mirjalili, S. M. & Mirjalili, S., 1 Jan 2022, Handbook of Moth-Flame Optimization Algorithm: Variants, Hybrids, Improvements, and Applications. CRC Press, p. 265-280 16 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
  6 Citations (Scopus)