Publications

Recent Referred Journal Papers

A. Khoukhi, A Structured Approach to Honors Undergraduate Research Course, Evaluation Rubrics and Course Assessment ”, Springer Journal of Science Edu. & Tech., 2012, DOI: 10.1007/s010956-012-9419-3

A. Khoukhi, H. M. Khalid, and, L. Cheded, and R. Doraiswami Hybrid Uscented Kalman Filter Neuro-Fuzzy Leak detection and Classification”, International Journal on Computers and Applications, vol. 45 - No. 22 June

A. Khoukhi, “Hybrid soft computing systems for reservoir PVT properties prediction”, International Journal of Computers and Geosciences, Elsevier, vol. 44, 2012 p: 109–119

Rahim, M. A.; Khalid, H. M.; Khoukhi, A. Nonlinear constrained optimal control problem: a PSO–GA-based discrete augmented Lagrangian approach, Int’l Journal of Adv Manufact. Technology vol. p:1-21 , Jan 2012

 A. Khoukhi, M. Oloso, A. Abdulraheem M. El-Shafei, A. Al-Majed, “Support Vector Machines and Functional Networks for Viscosity and Gas/oil Ratio Curves Prediction”, International Journal of Computational Intelligence and Applications vol. 10, No. 3, Oct 2011, pp: 269–293.

A. Khoukhi, S. F. Ahmed, A genetically modified fuzzy linear discriminant analysis for face recognition, Journal of the Franklin Institute, Volume 348, Issue 10, Dec. 2011, Pages 2701-2717

M. A. Rahim, H. M. Khalid, M. Akram A. Khoukhi, , L. Cheded, and R. Doraiswami, “Quality Monitoring of a closed-loop system with parametric uncertainties and external disturbances: a fault Diagnosis Approach”, Int’l Journal of Advanced Manufacturing Technology, vol. 55:293–306, 2011

A. Khoukhi, S. Albukhitan, “PVT Properties Prediction Using Hybrid Genetic Neuro-Fuzzy Systems”, International Journal of Oil Gas and Coal Technology, vol. 4, n0 1, 2011 pp: 47-63

 A. Khoukhi,Data-Driven Multi-Objective Motion Planning of Parallel Kinematic Machines”, IEEE Trans. On Control System Technology, Vol. 18, No. 6, Nov. 2010 pp. 1381-1389,

 A. Khoukhi,An Integrated Approach to Multi-Objective Gait Planning of Bipedal Robots”, International Journal of Vehicle Autonomous Systems, Vol. 7(2009), Issue 1/2 – 2009, pp. 96 – 117.

A. Khoukhi,A distributed multi-agent architecture for intelligent navigation of mobile robots”, International Journal of Factory Automation, Robotics and Soft Computing.  Vol. 5 issue 1, (2009), pp. 140-146, and Recent Adv. in Ctrl Systems, Robotics and Automation, 3rd  Ed.,  pp. 135-141.

 A. Khoukhi, L. Baron, M. Balazinski, “Constrained Multi-Objective Trajectory Planning of Parallel Kinematic Machines”, Robotics and Computer Integrated Manufacturing, Vol. 25, Issues 4-5, (August-October 2008), pp. 756-769

A. Khoukhi, L. Baron, M. Balazinski, K. Demirli,Hybrid Intelligent Multi-Objective Trajectory Planning of Redundant Manipulators”, Control and Intelligent Systems, Vol. 37, 1, (2008), pp. 4 -14.

A. Khoukhi, L. Baron, M. Balazinski, K. Demirli, “Hierarchical Neuro-Fuzzy Optimal Time Trajectory Planning for Redundant Manipulators”, Eng. App. of Art. Intelligence, Vol. 21, 7, (Oct. 2008), pp.974-984.

 A. Khoukhi, L. Baron, M. Balazinski, “Projected Gradient Augmented Lagrangian to Constrained Multi-Objective Trajectory Planning of Redundant Robots”, Trans. of the Canadian Society of Mech. Eng. vol. 31 (4) 2008, p: 391-405.

Recent International Conference Papers

I. Al-Arfaj, A. KhoukhiPrediction of Rate of Penetration Using Advances in Neural Networks, A Comprehensive Methodology”, European Modeling Conference, Malta, Nov. 12-15, 2012

A. Khoukhi I. Al-Arfaj Prediction of Rate of Penetration Using Advances in Neural Networks, A Comparative Study”, Int’l Conference on Neural Networks and Applications, Barcelona Spain, Oct. 5-7 2012

F. Al-Ghamdi M. Al-Khaldi A. Khoukhi M. Al-Slamah, Minimizing the Tardiness in a Single Machine Batch Processing, Int’l Conf. on Ind. Eng. and Operations Management (IEOM 12). Istanbul, Turkey, July 3-6, 2012 

I. Al-Arfaj A. KhoukhiPrediction of Rate of Penetration Using Extreme Learning Machines”, 7th Symp. Instrumentation Sys & Control SISC, KFUPM, Dhahran KSA, May 13-14, 2012

A. Alalimi, A. Khoukhi “Minimize the Number of Unused Blocks at Saudi Marble & Granite Factory (SMG), 7th Symp. Instrumentation Sys & Control SISC, KFUPM, Dhahran KSA, May 13-14, 2012

M. Hamdan A. Khoukhi, “Model Predictive Kinematic Planning of Mobile Parallel Robots”, 7th Symp. Instrumentation Sys & Control SISC, KFUPM, Dhahran KSA, May 13-14, 2012

A. Khoukhi, M. Hamdan, F. Al-Sunni "ANFIS Based-Kinematic Modeling of Mobile Parallel Robot," UKSim, pp.242-247, 2012 UKSim 14th International Conference on Modelling and Simulation, 2012

A. Khoukhi, “PVT Properties Prediction Using Hybrid Soft Computing”, IMPROST11, Nov. 20-22, Algiers, Algeria

 A. Khoukhi,Work In Progress - Undergraduate Research Course Design at KFUPM, A Basic Starting Experience, 2011 Frontiers in Education Conference, Rapid City, South Dakota Oct 12-15, 2011

H. Imtiaz, T. Helmy,  A. Khoukhi, “Non-Hydrocarbons Gas Components Prediction In Multistage Separator Using Neural Networks”, Fifth Global Conference on Power Control and Optimization Fifth Global Conference on Power Control and Optimization PCO’11, Dubai June 1-3, 2011

F. Adosonai, A. Khoukhi, A. Abdulraheem, “Impact of Training/Testing Stratification percentage on performance of soft computing techniques, The permeability prediction case study”, 5th Global Conference on Power Control and Optimization PCO’11, Dubai June 1-3, 2011

H. M. Khalid and A. Khoukhi, Fault Detection and Classification Using Kalman Filter and Genetic Neuro-Fuzzy Systems”, NAFIPS11, March 18-20, 2011, El-Paso, Texas, USA

A. Khoukhi, F. M. Al-Sunni, H. M. Khalid1, S. Z. Rizvi, Non-Linear Constrained Optimal Control Problem: A Hybrid PSO-GA-Based Discrete Augmented Lagrangian Approach”, NAFIPS11, Mar 18-20, 2011, Texas, USA

H. M. Khalid, and A. Khoukhi,Hybrid Unscented Kalman Filter Neuro-Fuzzy Leak detection and Classification”, Second Saudi Student Conference Jeddah, March 28-30, 2011, Best Paper Award,

S. Faraz A. Khoukhi, Genetically Improved Fuzzy Linear Discriminant Analysis for face Recognition”, Second Saudi Student Conference Jeddah, March 28-30, 2011.

 R. Doraiswami, L. Cheded, A. Khoukhi, H. M. Khalid and M. Akram, “Sensor Location Optimization for Fault Detection and Isolation using Linear Programming Approach”, ICEME Conf., Singapore August 25-27, 2010.

H. M. Khalid, Z. Rizvi, L. Cheded, R. Doraiswami and A. Khoukhi”, A PSO Trained Adaptive Neuro-Fuzzy Inference System for Fault Classification”, Int’l Conf. Neuro-Computing, 24-26 October, 2010 Valencia, Spain.

H. M. Khalid, Z. Rizvi, L. Cheded, R. Doraiswami and A. Khoukhi, ”A Tabu-Search Neuro-Fuzzy Inference System for Fault Diagnosis”, IFAC UKACC Int ‘l Conf. on Control 2010, September 7-10, 2010.

M. Shaheb, A. Khoukhi, F. Alsunni, “Polar Based Feedback Control Mobile Robots”, ICEME’10 Singapore Aug. 25-27.

A. Khoukhi, “An Intelligent Multi-Agent System for Mobile Robots Navigation and Parking”, IEEE Int’l  Workshop on Robotic and Sensors Environments ROSE10, Phoenix, Arizona, USA 15-16 October 2010.

A. Khoukhi, Stochastic Parameters Identification and Localization of Mobile Robots”, IEEE Int’l Workshop on Robotic and Sensors  Environments ROSE10, Phoenix, Arizona, USA 15-16 October 2010.

M. El-Shafei, A. Khoukhi, A. Abdulraheem, A. Al-Majed, “Neural Network Aided Design for Oil Production Units”, ISSPA10, 12-14 May 2010, Kuala Lumpur, Malaysia.  

A. Khoukhi, S. Albukhitan, “A Data Driven Genetic NeuroFuzzySystem to PVT Properties Prediction”, NAFIPS10, Toronto, Canada. 12-14 July 2010.

A. Khoukhi, S. Faraz, An improved Fuzzy Linear Discriminant Analysis for face Recognition”, NAFIPS10, Toronto, Canada. 12-14 July 2010.

A. Khoukhi, M. Oloso, A. Abdulraheem, M. El-Shafei, “Optimized Adaptive Neural Networks for Viscosity and Gas/oil Ratio Curves Prediction”, IASTED, MS 2010, Banff, July 14-17, 2010.

M. Hamdan, A. Khoukhi, F. Alsunni, “Kinematic and Dynamic Modeling and Path Planning of Mobile Parallel Kinematic Machines”. SISC10, KFUPM, May 10-11 2010.

A. Khoukhi,Hybrid multi-objective motion planning of Parallel Kinematic Machines,  ISMA10, 2010 7th International Symposium on Mechatronics and its Applications, Sharjah, UAE 20-22 April 2010.

R. Doraiswami, L. Cheded, H. M. Khalid, Q. Ahmed and A. Khoukhi,Robust control of a closed-loop identified system with parametric/model uncertainties and subject to external disturbances”, Int’l conf. on intelligent systems, modeling and simulation ISMS2010, Liverpool, England, 27 – 29 January 2010.

 M. Oloso, A. Khoukhi, A. Abdulraheem, M. El-Shafei, “A Genetic-Optimized Artificial Neural Networks for Predicting Viscosity and Gas/oil Ratio Curves”, SPE/EAGE Reservoir Characterization and Simulation Conference & Exhibition, Abu-Dhabi, UAE, 19 – 21, Oct 2009.

A. Khoukhi, K. Demirli,Near minimum energy fuzzy parking of car-like mobile robots”, IEEE-GCC, Innovative Engineers for Sustainable Environment, Kuwait City, Marsh 17-19, 2009.

 A. Khoukhi, K. Demirli,A Hybrid System to Multi-Objective Motion Planning of Wheeled Mobile Robots”, IEEE-AMC’08, Advanced Motion Control Conf., Trento, Italy Marsh 26-28, 2008.

A. Khoukhi, L. Khoukhi, “A Distributed Multi-Agent Architecture for Intelligent Navigation of Mobile Robots”, Agent Directed Simulation Symposium ADS’2008, SpringSim’2008, Ottawa, Canada, April-14-17, 2008.

 A. Khoukhi, K. Demirli. M. Balazinski, L. Baron, “ Multi-Objective  Neuro-Fuzzy System for Motion Planning of Redundant Manipulators”, IEEE’07 Int. Conf. on Sys. Man, and Cyb. Montreal, Canada, Oct.7-10, 2007.

Khoukhi, K. Demirli. M. Balazinski, L. Baron, “ Multi-Objective  Neuro-Fuzzy System for Motion Planning of Redundant Manipulators”, IEEE’07 Int. Conf. on Sys. Man, and Cyb. Montreal, Canada, Oct.7-10, 2007.

 A. Khoukhi, L. Baron, M. Balazinski, “Neuro-Fuzzy Multi-Objective Trajectory Planning for Redundant Manipulators”, AIAI’2007, Fifth Int. Conf. on Industrial Automation, Montréal, Canada, June 11-13, 2007.

A. Khoukhi, M. Balazinski, L. Baron, “Fuzzy Parking Manoeuvres of Vehicle Mobile Robots”, NAFIPS’2007, San Diego, CA, USA, pp. 60-65, June 24-27, 2007, Best Paper Award.

A. Khoukhi, L. Baron, M. Balazinski, “Multi-Objective Trajectory Planning of Mobile Robots with Augmented Lagrangian”, Conf. on Systems & Control, CSC’07, Marrakech, Morocco, May 16-18, 2007.

A. Khoukhi, K. Demirli, L. Baron, M. Balazinski, “Neuro-Fuzzy Optimal Time Energy Trajectory Planning of Manipulator Robots”, NAFIPS’2006, Concordia University, Montreal, Canada, June 3-6, 2006..

A. Khoukhi, L. Baron, M. Balazinski, “A Decoupled Approach to Time-Energy Trajectory Planning of Parallel Kinematic Machines”, ROMANSY’06, Warsaw, Poland, June 20-24 2006

A. Khoukhi, L. Baron, M. Balazinski, “Minimum Time-Energy Dynamic Programming of Parallel Robots using Augmented Lagrangian”, CCToMM, Symposium on Mechanics, Machines and Mechatronics, Canadian Space Agency (CSA) , Saint Hubert, Canada, pp:147-148 , May 26-27,