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Scopus Author ID: 26537433500
Loop profile: 1658953
SciProfiles: 2858881

Keywords

Artificial Intelligence, Operations Research, Heuristic, Metaheuristic, Dhouib-Matrix Optimization Methods, Decision Support System, Fuzzy, Intuitionistic, Neutrosophic, Combinatorial Optimization, Shortest Path Planning Problem, Travelling Salesman Problem, Transportation Problem, Robotics (Autonomous Mobile Robot, Coverage Path Planning, Holes Drilling), World's Top 2% Scientists 2024, Stanford Elsevier top 2% scientists, Frontiers Planet Prize

Countries

Tunisia

Biography

Souhail DHOUIB he is acting as Full Professor at the University of Sfax (Tunisia),

He is World's Top 2% Scientists (in the first subfield of Artificial Intelligence and the second subfield of Operations Research),

He is taking part at the Frontiers Planet Prize as contact point and coordinator.

He is the inventor of the Dhouib-Matrix optimization concept under which several innovative Artificial Intelligence methods are developed:
1) New Heuristics: Dhouib-Matrix-TSP1, Dhouib-Matrix-AP1, Dhouib-Matrix-TP1, … Etc.
2) Novel Metaheuristics: Far-to-Near, Dhouib-Matrix-3 and Dhouib-Matrix-4.
3) Original optimal methods: Dhouib-Matrix-SPP, Dhouib-Matrix-ALL-SPP, Dhouib-Matrix-MSTP, … Etc.

He is certified ISO 27001 (Information Security Management System) and 9001 (Quality Management System) lead auditors (from TÜV Rheinland Group).

His teaching and research interests are related to the areas of:
1) Artificial Intelligence,
2) Operations Research,
3) Optimisation Methods,
4) Data Science,
5) Data Analytics, ..., etc.

He is World's Top 2% Scientists (Stanford University and Elsevier).

Activities

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Employment (5)

University of Sfax: Sfax, TN

Full Professor
Employment
Source: Self-asserted source
Souhail Dhouib

Alfaisal University: Riyadh, SA

2018-09-01 to 2019-09-01
Employment
Source: Self-asserted source
Souhail Dhouib

Al Baha University: Al Bahah, SA

2013-09-01 to 2015-09-01 | Associate Professor
Employment
Source: Self-asserted source
Souhail Dhouib

University of Gafsa: Gafsa, TN

2009-09-01 to 2013-09-01
Employment
Source: Self-asserted source
Souhail Dhouib

University of Sfax: Sfax, TN

2006-09-01 to 2009-08-31
Employment
Source: Self-asserted source
Souhail Dhouib

Works (50 of 69)

Items per page:
Page 1 of 2

Banking Service Quality as a Criterion for Customer Satisfaction – An Analytical Study on a Sample of Iraqi Banks Listed on the Iraq Stock Exchange

International Research Journal of Multidisciplinary Scope
2025 | Journal article
DOI: 10.47857/irjms.2025.v06i01.02073
Part of ISSN: 2582-631X
Contributors: Souaad Abdulfattah Mohammed; Souail Dhouib
Source: Self-asserted source
Souhail Dhouib

Innovative technique with enriched movement directions to plan the trajectory for an autonomous Mobile robot

Science Progress
2025-01 | Journal article
DOI: 10.1177/00368504251321714
Contributors: Souhail Dhouib
Source: check_circle
Crossref

Supply Chain Networks Optimization under Uncertain Environment with Dhouib-Matrix-TP1 heuristic

Statistics, Optimization & Information Computing
2025-01-31 | Journal article
DOI: 10.19139/soic-2310-5070-2282
Contributors: Souhail Dhouib; Manel Kammoun; Saima Dhouib; Taicir Loukil
Source: check_circle
Crossref

Minimizing the drilling robot arm movement by the advanced Dhouib-Matrix-4 metaheuristic

Concurrent Engineering
2025-01-07 | Journal article
DOI: 10.1177/1063293X241311734
Contributors: Souhail Dhouib
Source: check_circle
Crossref

Intelligent path planning for cognitive mobile robot based on Dhouib-Matrix-SPP method

Cognitive Robotics
2024 | Journal article
DOI: 10.1016/j.cogr.2024.02.001
Contributors: Souhail Dhouib
Source: check_circle
Crossref

Tool Path Length Optimization in Drilling Operations: A Comparative Study

2024 | Book chapter
DOI: 10.1007/978-3-031-38241-3_33
Contributors: Alaeddine Zouari; Dhouib Souhail; Fatma Lehyani; José Carlos Sá
Source: check_circle
Crossref

A Hybrid Optimization Approach for Efficient Hole Drilling Path Minimization

Advances in Transdisciplinary Engineering
2024-12-20 | Book chapter
DOI: 10.3233/atde241268
Part of ISBN: 9781643685649
Part of ISSN: 2352-751X
Part of ISSN: 2352-7528
Contributors: Souhail Dhouib; Alaeddine Zouari
Source: Self-asserted source
Souhail Dhouib

Simulation Study on Truck Noise and Distance Minimization with the Novel Dhouib-Matrix4-PMO Method

Advances in Transdisciplinary Engineering
2024-12-20 | Book chapter
DOI: 10.3233/atde241272
Part of ISBN: 9781643685649
Part of ISSN: 2352-751X
Part of ISSN: 2352-7528
Contributors: Souhail Dhouib
Source: Self-asserted source
Souhail Dhouib

Unraveling the Intuitionistic Octagonal Fuzzy Travelling Salesman Problem via Dhouib-Matrix-TSP1 Heuristic

Statistics, Optimization & Information Computing
2024-12-18 | Journal article
DOI: 10.19139/soic-2310-5070-2150
Contributors: Souhail Dhouib; Mariem Miledi; Taicir Loukil
Source: check_circle
Crossref

Original optimal method to solve the all-pairs shortest path problem: Dhouib-matrix-ALL-SPP

Data Science and Management
2024-09 | Journal article
DOI: 10.1016/j.dsm.2024.01.005
Contributors: Souhail Dhouib
Source: check_circle
Crossref

Decision support system using Dhouib-Matrix-TP1 heuristic for pentagonal fuzzy transportation problem

Indonesian Journal of Electrical Engineering and Computer Science
2024-07-01 | Journal article
DOI: 10.11591/ijeecs.v35.i1.pp642-654
Contributors: Souhail Dhouib; Aïda Kharrat; Saima Dhouib; Tole Sutikno
Source: check_circle
Crossref

Enhancing the Dhouib-Matrix-4 metaheuristic to generate the Pareto non-dominated set solutions for multi-objective travelling salesman problem: The DM4-PMO method

Results in Control and Optimization
2024-03 | Journal article
DOI: 10.1016/j.rico.2024.100402
Contributors: Souhail Dhouib; Aïda Kharrat; Taicir Loukil; Habib Chabchoub
Source: check_circle
Crossref

Innovative method to solve the minimum spanning tree problem: The Dhouib-Matrix-MSTP (DM-MSTP)

Results in Control and Optimization
2024-03 | Journal article
DOI: 10.1016/j.rico.2023.100359
Contributors: Souhail Dhouib
Source: check_circle
Crossref

Optimizing the Non-Productive Time of Robotic Arm for Drilling Circular Holes Network Patterns via the Dhouib-Matrix-3 Metaheuristic

International Journal of Mechatronics and Manufacturing Systems
2023 | Journal article
DOI: 10.1504/ijmms.2023.10054319
Part of ISSN: 1753-1039
Part of ISSN: 1753-1047
Contributors: Alaeddine Zouari; Souhail Dhouib
Source: Self-asserted source
Souhail Dhouib

Shortest path planning via the rapid Dhouib-Matrix-SPP (DM-SPP) method for the autonomous mobile robot

Results in Control and Optimization
2023-12 | Journal article
DOI: 10.1016/j.rico.2023.100299
Part of ISSN: 2666-7207
Contributors: Souhail Dhouib
Source: Self-asserted source
Souhail Dhouib

An optimal method for the Shortest Path Problem: The Dhouib-Matrix-SPP (DM-SPP)

Results in Control and Optimization
2023-09 | Journal article
DOI: 10.1016/j.rico.2023.100269
Contributors: Souhail Dhouib
Source: check_circle
Crossref

Increasing the Performance of Computer Numerical Control Machine via the Dhouib-Matrix-4 Metaheuristic

Inteligencia Artificial
2023-05-23 | Journal article
DOI: 10.4114/intartif.vol26iss71pp142-152
Contributors: Souhail Dhouib; Danijela Pezer
Source: check_circle
Crossref

Adaptive iterated stochastic metaheuristic to optimize holes drilling path in manufacturing industry: The Adaptive-Dhouib-Matrix-3 (A-DM3)

Engineering Applications of Artificial Intelligence
2023-04 | Journal article
DOI: 10.1016/j.engappai.2023.105898
Contributors: Souhail Dhouib; Alaeddine Zouari
Source: check_circle
Crossref

Integrating the artificial bee colony metaheuristic with Dhouib-Matrix-TSP1 heuristic for holes drilling problems

Journal of Industrial and Production Engineering
2023-04-03 | Journal article
DOI: 10.1080/21681015.2022.2158499
Contributors: Souhail Dhouib; Alaeddine Zouari; Saima Dhouib; Habib Chabchoub
Source: check_circle
Crossref

Solving the trapezoidal fuzzy assignment problem using the novel Dhouib-Matrix-AP1 heuristic

Bulletin of Electrical Engineering and Informatics
2023-04-01 | Journal article
DOI: 10.11591/eei.v12i2.4855
Contributors: Souhail Dhouib; Tole Sutikno
Source: check_circle
Crossref

Novel optimization method for unbalanced assignment problems with multiple jobs: The Dhouib-Matrix-AP2

Intelligent Systems with Applications
2023-02 | Journal article
DOI: 10.1016/j.iswa.2023.200179
Contributors: Souhail Dhouib
Source: check_circle
Crossref

Dhouib-Matrix-TP1 Method to solve Fuzzy Transportation Problem Involving Heptagonal Fuzzy Numbers

2023 International Conference On Cyber Management And Engineering (CyMaEn)
2023-01-26 | Conference paper
DOI: 10.1109/cymaen57228.2023.10050892
Contributors: Souhail Dhouib; Taicir Loukil; Manel Kammoun; Saima Dhouib
Source: Self-asserted source
Souhail Dhouib

Intelligent Assignment Problem Using Novel Heuristic: The Dhouib-Matrix-AP1 (DM-AP1)

International Journal of Intelligent Systems and Applications in Engineering
2022 | Journal article
DOI: 10.18201/ijisae.2022.277
EID:

2-s2.0-85128228254

Part of ISSN: 21476799
Contributors: Dhouib, S.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

Finding the Shortest Holes Drilling Path in Printed Circuit Board via the Dhouib-Matrix-4 Technique

Advances in Transdisciplinary Engineering
2022-12-15 | Conference paper
DOI: 10.3233/atde221192
Part of ISBN: 9781643683669
Part of ISBN: 9781643683676
Part of ISSN: 2352-751X
Part of ISSN: 2352-7528
Contributors: Souhail Dhouib
Source: Self-asserted source
Souhail Dhouib

Hole Drilling Route Optimization in Printed Circuit Boards Using Far-to-Near Metaheuristics

International Journal of Strategic Engineering
2022-06-29 | Journal article
DOI: 10.4018/IJoSE.301568
Contributors: Souhail Dhouib
Source: check_circle
Crossref

Tabu-Adaptive Artificial Bee Colony Metaheuristic for Image Segmentation

International Journal of Applied Evolutionary Computation
2022-06-14 | Journal article
DOI: 10.4018/IJAEC.302015
Contributors: Souhail Dhouib; Mariem Miledi
Source: check_circle
Crossref

Solving the Trapezoidal Fuzzy Transportation Problems via New Heuristic

International Journal of Operations Research and Information Systems
2022-02-01 | Journal article
DOI: 10.4018/IJORIS.294119
Contributors: Souhail Dhouib
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Dhouib-Matrix-TSP1 Method to Optimize Octagonal Fuzzy Travelling Salesman Problem Using α-Cut Technique

International Journal of Computer and Information Technology (IJCIT)
2021 | Journal article
DOI: 10.24203/IJCIT.V10I3.105
Contributors: Mariem Miledi; Souhail Dhouib; Taicir Loukil
Source: check_circle
Web of Science Researcher Profile Sync

Optimization of travelling salesman problem on single valued triangular neutrosophic number using dhouib-matrix-TSP1 heuristic

International Journal of Engineering Transactions C: Aspects
2021 | Journal article
DOI: 10.5829/ije.2021.34.12C.09
EID:

2-s2.0-85116936393

Part of ISSN: 24237167
Contributors: Dhouib, S.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

Single Valued Trapezoidal Neutrosophic Travelling Salesman Problem with Novel Greedy Method: The Dhouib-Matrix-TSP1 (DM-TSP1)

International Journal of Neutrosophic Science
2021 | Journal article
DOI: 10.54216/IJNS.170205
EID:

2-s2.0-85122732274

Part of ISSN: 26906805 26926148
Contributors: Dhouib, S.; Broumi, S.; Lathamaheswari, M.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

VNS metaheuristic based on thresholding functions for brain MRI segmentation

International Journal of Applied Metaheuristic Computing
2021 | Journal article
DOI: 10.4018/IJAMC.2021010106
EID:

2-s2.0-85097961364

Part of ISSN: 19478291 19478283
Contributors: Miledi, M.; Dhouib, S.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier
grade
Preferred source (of 3)‎

Novel Metaheuristic Based on Iterated Constructive Stochastic Heuristic: Dhouib-Matrix-3 (DM3)

OpenAlex
2021-12-27 | Other
DOI: 10.60692/757gz-qb069
Contributors: Souhail Dhouib
Source: check_circle
DataCite

Novel Metaheuristic Based on Iterated Constructive Stochastic Heuristic: Dhouib-Matrix-3 (DM3)

OpenAlex
2021-12-27 | Other
DOI: 10.60692/eretk-dcg79
Contributors: Souhail Dhouib
Source: check_circle
DataCite

Novel Metaheuristic Based on Iterated Constructive Stochastic Heuristic: Dhouib-Matrix-3 (DM3)

Applied Computational Intelligence and Soft Computing
2021-12-27 | Journal article
DOI: 10.1155/2021/7761993
Contributors: Souhail Dhouib; Babak Daneshvar Rouyendegh (B. Erdebilli)
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Solving the Single-Valued Trapezoidal Neutrosophic Transportation Problems through the Novel Dhouib-Matrix-TP1 Heuristic

Mathematical Problems in Engineering
2021-11-02 | Journal article
DOI: 10.1155/2021/3945808
Contributors: Souhail Dhouib; Ewa Rak
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Novel Heuristic for Intuitionistic Triangular Fuzzy Travelling Salesman Problem

International Journal of Applied Evolutionary Computation
2021-10-01 | Journal article
DOI: 10.4018/IJAEC.2021100104
Contributors: Souhail Dhouib
Source: check_circle
Crossref

A Review of Optimal Routing Problem for Electric Vehicle

International Colloquium on Logistics and Supply Chain Management, LOGISTIQUA 2019
2019 | Conference paper
DOI: 10.1109/LOGISTIQUA.2019.8907250
EID:

2-s2.0-85076032568
Contributors: Dammak, N.; Dhouib, S.; El Mhamedi, A.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

A Proposition of a Decision Support System for Staff Scheduling in the road Transportation of Crude Oil Sector

6th IEEE International Conference on Advanced Logistics and Transport, ICALT 2017 - Proceedings
2018 | Conference paper
DOI: 10.1109/ICAdLT.2017.8547017
EID:

2-s2.0-85059975356
Contributors: Koubaa, M.; Dhouib, S.; Mhamedi, A.E.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

DTW-Global Constraint Learning Using Tabu Search Algorithm

Procedia Computer Science
2016 | Conference paper
DOI: 10.1016/j.procs.2016.04.003
EID:

2-s2.0-84994316126

Part of ISSN: 18770509
Contributors: Ali, B.B.; Masmoudi, Y.; Dhouib, S.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

Optimising case study personnel scheduling problem using an artificial bee colony algorithm

International Journal of Shipping and Transport Logistics
2016 | Journal article
DOI: 10.1504/IJSTL.2016.10000187
EID:

2-s2.0-84986211796

Part of ISSN: 17566525 17566517
Contributors: Koubaa, M.; Elloumi, S.; Dhouib, S.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier
grade
Preferred source (of 4)‎

Truck Driver Scheduling Problem: Literature Review

IFAC-PapersOnLine
2016 | Conference paper
DOI: 10.1016/j.ifacol.2016.07.916
EID:

2-s2.0-84992410703
Contributors: Koubâa, M.; Dhouib, S.; Dhouib, D.; El Mhamedi, A.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

Upper bounds for time and accuracy improvement of dynamic time warping approximation

International Journal of Data Mining, Modelling and Management
2016 | Journal article
DOI: 10.1504/IJDMMM.2016.077160
EID:

2-s2.0-84990223213

Part of ISSN: 17591171 17591163
Contributors: Ben Ali, B.; Masmoudi, Y.; Dhouib, S.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

Accurate and fast Dynamic Time Warping approximation using upper bounds

2015 38th International Conference on Telecommunications and Signal Processing, TSP 2015
2015 | Conference paper
DOI: 10.1109/TSP.2015.7296426
EID:

2-s2.0-84960192157
Contributors: Ben Ali, B.; Masmoudi, Y.; Dhouib, S.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

Adapting the artificial bee colony metaheuristic to optimize image multilevel thresholding

2015 World Symposium on Computer Networks and Information Security, WSCNIS 2015
2015 | Conference paper
DOI: 10.1109/WSCNIS.2015.7368298
EID:

2-s2.0-84962376184
Contributors: Miledi, M.; Dhouib, S.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

Adapting the artificial bee colony metaheuristic to solve multi-objective problems

International Journal of Manufacturing Technology and Management
2015 | Journal article
DOI: 10.1504/IJMTM.2015.071232
EID:

2-s2.0-84940568545

Part of ISSN: 13682148
URI:

https://EconPapers.repec.org/RePEc:ids:ijmtma:v:29:y:2015:i:5/6:p:366-380
Source: Self-asserted source
Souhail Dhouib
grade
Preferred source (of 3)‎

Artificial Bee Colony to solve seafaring staff scheduling problem: A real case

2014 International Conference on Advanced Logistics and Transport, ICALT 2014
2014 | Conference paper
DOI: 10.1109/ICAdLT.2014.6866331
EID:

2-s2.0-84906910207
Contributors: Koubaa, M.; Elloumi, S.; Dhouib, S.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

Tabu search for dynamic time warping global constraint learning

6th International Conference on Soft Computing and Pattern Recognition, SoCPaR 2014
2014 | Conference paper
DOI: 10.1109/SOCPAR.2014.7008036
EID:

2-s2.0-84922770607
Contributors: Ben Ali, B.; Masmoudi, Y.; Dhouib, S.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier

A Hybrid Metaheuristic for Multiple Runways Aircraft Landing Problem Based on Bat Algorithm

Journal of Applied Mathematics
2013 | Journal article
URI:

https://EconPapers.repec.org/RePEc:hin:jnljam:742653
Source: Self-asserted source
Souhail Dhouib

Artificial bee colony metaheuristic to find pareto optimal solutions set for engineering design problems

2013 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2013
2013 | Conference paper
DOI: 10.1109/ICMSAO.2013.6552685
EID:

2-s2.0-84881452004
Contributors: Dhouib, S.; Dhouib, S.; Chabchoub, H.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier
grade
Preferred source (of 2)‎

Artificial Bee colony metaheuristic to optimize goal programming engineering design problems

2013 International Conference on Control, Decision and Information Technologies, CoDIT 2013
2013 | Conference paper
DOI: 10.1109/CoDIT.2013.6689570
EID:

2-s2.0-84893247131
Contributors: Dhouib, S.; Dhouib, S.; Chabchoub, H.
Source: Self-asserted source
Souhail Dhouib via Scopus - Elsevier
grade
Preferred source (of 2)‎
Items per page:
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Peer review (29 reviews for 7 publications/grants)

Review activity for Alexandria Engineering Journal (1)
Review activity for Applied soft computing. (3)
Review activity for Drone systems and applications. (3)
Review activity for Expert systems with applications. (2)
Review activity for Mathematics. (12)
Review activity for PloS one. (7)
Review activity for Robotica. (1)
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