Publication Page
of Ruhul A Sarker
Books
- R. Sarker and C. Newton (2008) Optimization Modelling: A Practical Approach, Taylor & Francis Group /CRC Press (USA).
- R. Sarker (2003)
Operations Research Applications in a Mining Company, Dissertation.de - Publishing, Germany, ISBN 3-89825-650-2
Selected Journal Papers
- R. Sarker and T. Ray (2009)
An improved evolutionary
algorithm for solving multi-objective crop planning models, Computers and Electronics in Agriculture,
Accepted on 3rd June 2009. (ISI Impact factor 1.273).
- S. M. K. Hasan,
R. Sarker, D. Essam and D. Cornforth (2009) Memetic Algorithms for
Solving Job-Shop Scheduling Problems, Memetic Computing, Springer Journal, 1(1), pp69-83.
- S. Zahir and R. Sarker (2009) An Interactive DSS for
Implementing Sustainable Relocation Strategies for Adaptation to Climate
Change: A Multi-Objective Optimization Approach, International Journal of Mathematics in Operations Research, 1(3), pp326-350. See Media Coverage of this publication
- J. Whitacre, R. Sarker and T. Pham (2009) Making and
breaking power laws in evolutionary algorithm population
dynamics, Memetic Computing, Springer, 1(2), pp125-137.
- S.
Zahir and R. Sarker (2010) Optimizing Multi-Objective Location
Decisions in a Supply Chain Using an AHP-Enhanced Goal
Programming Model, International Journal of Logistics Systems and Management, Accepted.
- ASSM Barkat Ullah., R. Sarker, D. Cornforth and
C. Lokan (2009) AMA:
A new approach for solving constrained real-valued optimization problems, Soft
Computing, 13(8-9), pp741-762 (ISI
Impact Factor 0.984).
- T. Ray
and Sarker, R. (2008) EA
for solving combined machine layout and job assignment problems, Journal of Industrial and Management
Optimization, 4(3), pp631-646 (ISI
Impact Factor 1.181)
- J. Whitacre, R. Sarker and T. Pham (2008) The
Self-Organization of Interaction Networks for Nature-Inspired Optimization, IEEE Transactions in Evolutionary Computation, 12(2), pp220-230. (ISI Impact Factor 3.736)
- E. Elfeky, R. Sarker and E. Daryl (2008) Analyzing the
Simple Ranking and Selection Process for Constrained Evolutionary
Optimization, Journal of Computer Science and Technology, Springer Journal, 23(1), pp19-34. (Impact factor 0.576)
- R. Sarker and S. Zahir (2008) Supply Chain Expansion using AHP, ILP and
Scenario-Planning, The Journal
of American Academy of Business, 12 (3), pp21-29.
- T. Ray and R. Sarker (2007) Genetic Algorithm for Solving a Gas Lift Optimization Problem, Journal of Petroleum Science and Engineering, 59, pp84-96. (Impact factor 0.824)
- V. Bui, W. Zhu and R. Sarker (2007) Modelling Internet End-to-End Loss Behaviours: A Congestion Control Perspective, Journal of Computers, Academy Publisher, 2(8), pp18-25.
- A. Yang, H. A. Abbass and R. Sarker
(2006) Characterizing Warfare in Red Teaming, IEEE Transactions in Systems,
Man, Cybernetics - Part B: Cybernetics, 36(2), pp268-284. (Impact factor 2.361)
- R. Sarker, A.
Maulloo and M. K. Rahman (2005) Evolutionary Algorithm for Solving
a Practical Multi-modal Problem: A Case Study, Complexity International, 11, pp162-170.
- Q. Jiang, R. Sarker, and H. Abbass (2005) Tracking Moving Objects and the Nonstantionary Travelling Salesman Problem, Complexity International, 11,
pp171-179.
- R. Sarker and A. Namatame (2004) Solving Transshipment Problem
using EAs: How Good are the Solutions?, IEEJ Trans. on Elect.,
Info & Sys., 124-C(10) , pp1964-1971.
- J. Kamruzzaman and R. Sarker (2004) Application of Support
Vector Machine to Forex Monitoring, IEEJ Trans. on Elect., Info &
Sys., 124-C(10), pp1944-1951.
- R. Sarker and H. Abbass (2004) Differential Evolution
for Solving Multi-Objective Optimization Problems, Asia-Pacific
Journal of Operational Research , 21(2), World
Scientific, pp225-240. (Available online on EMOO page) (ISI Impact Factor 0.304)
- J. Kamruzzaman and R. Sarker (2004)
ANN Based Forecasting of Foreign Currency Exchange Rates, Neural Information Processing - Letters and Reviews , 3(2), pp49-58.
- R. Sarker, J. Kamruzzaman and C. Newton (2003) Evolutionary
Optimization (EvOpt): A Brief Review and Analysis, International
Journal of Computational Intelligence and Applications, 3(4), pp311-330. (Citeseer Impact Factor 0.05)
- R. Sarker and B. Wah (2003) Evolutionary Optimization:
Theory and Applications, Editorial of Special Issue, International
Journal of Computational Intelligence and Applications, 3(4), ppii-iv. (Citeseer Impact Factor 0.05)
- R. Sarker and X. Yao (2003) Simulated Annealing
for Solving a Manufacturing Batch-Sizing Problem, International
Journal of Operations and Quantitative Management, USA, 9(1), pp65-80.
- R. Sarker and X. Yao (2003) Simulated Annealing and Joint Manufacturing
Batch-Sizing, Yugoslav Journal of
Operations Research: An International Journal, 13(3), pp245-260.
- R. Sarker and R. McKay (2003) Evolutionary Computation
and Classification: Biologically Inspired Systems for Classification,
Optimization and Modelling, International Journal of Knowledge-Based
Intelligent Engineering Systems , ISSN 1327-2314, 7(3), pp113-114.
- J. Kamruzzaman and R. Sarker (2003) Comparing
ANN Based Models with ARIMA for Prediction of Forex Rates,
ASOR Bulletin , 22(2), pp2-11.
- R. Sarker, Liang, K. and Newton, C. (2002) A New Evolutionary Algorithm for
Multiobjective Optimization, European Journal of Operational Research
, Elsevier Science, 140(1), pp12-23. (ISI Impact Factor 1.627)
- R. Sarker and L. Khan (2002) A Reply to
“Note on: An Optimal Batch Size for a Production System Operating
under Periodic Delivery System”, Computers & Industrial Engineering , 44(1), pp193-195. (ISI Impact Factor 1.057)
- Abbass, H. and Sarker, R. (2002) The Pareto
Differential Evolution Algorithm, International Journal of
Artificial Intelligence Tools , World Scientific Publishing
Company, 11(4), pp531-552. (Available online on EMOO page) (Citeseer Impact Factor 0.667)
- R. Sarker and C. Newton (2002) Genetic
Algorithm for Solving Economic Lot Size Scheduling Problem, Computers & Industrial
Engineering, 42(2-4), pp189-198. (ISI Impact Factor 1.057)
- R. Sarker and M. Quaddus (2002) Modelling
a Nationwide Crop Planning Problem Using a Multiple Criteria
Decision Making Tool, Computers & Industrial Engineering , 42(2-4), pp541-553. (ISI Impact Factor 1.057)
- R. Sarker (2002) Note on: “An optimal
batch size for a production system operating under periodic
delivery policy”, International Journal of Production
Economics , Elsevier Science, 77(1), pp89-90. (ISI Impact Factor 2.026)
- L. Khan and R. Sarker (2002) An Optimal
Batch Size for a JIT Manufacturing System, Computers & Industrial Engineering, 42(2-4),
pp127-136. (ISI Impact Factor 1.057)
- R. Sarker, T. Runarsson and C. Newton
(2001) "A Constrained Multiple Raw Materials Manufacturing
Batch Sizing Problem", International Transaction in Operational
Research (ITOR), Blackwell's, 8(2), pp121-138.
- R. Sarker and C. Newton (2001) Solving
A Two Objective Linear Program Using Simulated Annealing,
Asia-Pacific Journal of Operations Research , 18,
pp109-120. (Impact factor 0.304)
- R. Sarker, T. Runarsson and C. Newton
(2001) Genetic Algorithms for Solving A Class of Constrained
Nonlinear Integer Programs, International Transaction
in Operational Research (ITOR), Blackwell's, 8(1),
pp61-74.
- R. A. Sarker and L. R. Khan (2001) Optimum Batch Size
Under Periodic Delivery Policy, International Journal of Systems
Science, 32(9), pp1089 – 1099. (ISI Impact Factor 0.634)
- R. Sarker (2001) A Comparative
Study of Different Penalty Function-Based Genetic Algorithms
for Constrained Optimization, Australian Journal of
Intelligent Information Processing Systems , Vol.-7, no.-1
& 2, pp.58-63.
- R. McKay, R. Sarker and X. Yao (2000)
“Intelligent and Evolutionary Systems: An Introduction”,
International Journal of Knowledge-Based Intelligent Engineering
Systems, 4(3), pp141-142
- T. P. Runarsson, R. Sarker and M. T.
Jonsson (2000) Constrained Nonlinear Integer Programming, Self-Adaptation
and Evolution Strategies, International Journal of Knowledge-Based
Intelligent Engineering Systems , 4(3), pp164-171.
- R. A. Sarker and A. Haque (2000) Optimization of Maintenance and Spare
Provisioning Policy Using Simulation, Applied Mathematical
Modellimg, 24(10), pp751-760. (ISI Impact Factor 0.931)
- R. Sarker (2000) A Note on Production
Capacity Planning and Control in Multi-Stage Manufacturing,
Journal of the Operational Research Society, 51(5), pp639-640. (ISI Impact Factor 0.839)
- R. A. Sarker and L. R. Khan (1999) An
Optimal Batch Size for a Production System Operating under a
Periodic Delivery Policy, Computers & Industrial Engineering, 37(4), pp711-730. (ISI Impact Factor 1.057)
- S.M. Rahman, R. Sarker and B. Bignall
(1999) Application of Multimedia Technology in Manufacturing:
A Review, Computers in Industry: An International Journal,
vol.-38, pp43-52 (Elsevier Science). (ISI Impact Factor 2.014)
- R. Sarker, C. Newton and E. Gunn (1999) A Simple SLP Algorithm and Its Convergence, ASOR Bulletin, 27(4), pp2-10.
- N. Amin, R. Sarker, M. Ahmed and M.
Karim (1998) Selection of Cemented Carbide Turning Tools using
EMF and Optimization Criteria, Journal of Materials
Processing Technology , vol.-77, pp59-63 (Elsevier
Science). (ISI Impact Factor 1.143)
- R. A. Sarker and E. A. Gunn (1997) A
Simple SLP Algorithm for Solving a Class of Nonlinear Programs,
European Journal of Operational Research, 101(1), pp140-154, (Elsevier Science). (ISI Impact Factor 1.627)
- R. A. Sarker; S. Talukder and A. Haque
(1997) Determination of Optimum Crop-Mix for Crop Cultivation
in Bangladesh, Applied Mathematical Modelling, 21, pp621-632. (ISI Impact Factor 0.931)
- R. A. Sarker; M. Karim and A. Haque
(1995) An Optimum Batch Size for a Production System Operating
Under a Continuous Supply/Demand, International Journal
of Industrial Engineering , 2(3), pp189-198 (USA)
- R. A. Sarker and E. A. Gunn (1995) Determination
of a Coal Preparation Strategy Using a Computer Based Enumeration
Method, Indian Journal of Engineering and Material Sciences
, vol.-2, pp150-156. (India)
- R. A. Sarker and E. A. Gunn(1994) Coal
Bank Scheduling Using a Mathematical Programming Model,
Applied Mathematical Modelling, 18, pp672-678 (ISI Impact Factor 0.931)
- M. S. Zahir and R. A. Sarker(1991) Joint
Economic Ordering Policies of Multiple Wholesalers and Single
Manufacturer with Price-Dependent Demand Functions, Journal
of the Operational Research Society , 42(2), pp157-164 (ISI Impact Factor 0.839)
- M. S. Zahir and R. A. Sarker(1989) A
Computational Algorithm for LU Decomposition of a Sequence
of Matrices that Differ Only in One or More Elements, SIGNUM
(ACM Press, The Netherlands) Newsletter, 24(4), pp8-15.
Book Chapters
- ASSM Barkat Ullah, R. Sarker and C. Lokan (2009)
An Agent Based Evolutionary Approach for Nonlinear
Optimization with Equality Constraints, Agent Based
Evolutionary Search, Springer series in Evolutionary Learning and Optimization, Springer, Accepted.
- R. Sarker (2009)
Alternative Mathematical Programming Models: A Case for Coal Blending Decision
Process, Optimization: Structure and
Applications, Springer, Accepted.
- S. M. K. Hasan, R. Sarker, D. Essam and
D. Cornforth (2009) A Genetic Algorithm with Priority Rules for
Solving Job-Shop Scheduling Problems, Natural
Intelligence for Scheduling, Planning and Packing Problems, R. Chiong
(ed.), Springer-Verlag series in Studies in Computational Intelligence,
Accepted
- T. Ray and R.
Sarker (2007) Optimal Oil Production Planning using an Evolutionary
Approach, In P. Cowling, KC Tan and K. Dahal (eds.), Evolutionay Scheduling, Studies in Computational Intelligence, Springer-Verlag, pp273-292.
- S. Baker, A. Bender, H. Abbass and R. Sarker (2007) A Scenior
Based Evolutionary Scheduling Approach for Assessing Future Supply
Chain Fleet Capabilities, In P. Cowling, KC Tan and K. Dahal (eds.) , Evolutionay Scheduling, Studies in Computational Intelligence, Springer-Verlag, pp485-511.
- Yang, A., Curtis, N., Abbass, H. and Sarker, R. (2006) Wisdom-II:
A Network Centric Model for Warfare, In P. Perez and D. Newth (eds.), Complex Science for a Complex World, ANU E Press, Australia.
- Sarker, R. and Abbass, H. (2006) Simultaneous
Evolution of Network Architecture and Connection Weights of Artificial Neural
Networks, In Artificial Neural Networks in Finance and Manufacturing, Idea Group Publishing (USA), pp28-41.
- Kamruzzaman, J., Sarker, R. and Begg, R. (2006) Artificial Neural
Networks: Applications in Finance and Manufacturing, In Artificial Neural
Networks in Finance and Manufacturing, Idea Group Publishing (USA), pp1-28.
- Kamruzzaman, J., Sarker, R. and Begg, R. (2006) Modelling and
Prediction of Foreign Currency Exchange Markets, In Artificial Neural
Networks in Finance and Manufacturing, Idea Group Publishing (USA), pp139-151.
- Begg, R., Kamruzzaman, J. and Sarker, R. (2006) Overview of Artificial
Neural Networks and Their Applications in Healthcare, In ANNs in Healthcare:
Potential and Challenges, Idea Group Publishing (USA), pp1-19.
- Begg, R., Kamruzzaman, J. and Sarker, R. (2006) Movement Pattern
Recognition using Neural Networks, In ANNs in Healthcare: Potential
and Challenges , Idea Group Publishing (USA), pp217-237.
- Yang, A., Abbass, H. and Sarker, R. (2005) How Hard is it to Red
Team? In Applications of Information Systems to Homeland Security and
Defense , H. Abbass and D. Essam (edited), Idea Group Publishing (USA), pp46-78.
- Sarker, R., Abbass, H. and Newton, C. (2003) "Solving Two
Multi-objective Optimization Problems Using Evolutionary Algorithm",
In Computational Intelligence
in Control , M. Mohammadian, R. Sarker and X. Yao
(edited), Idea Group Publishing (USA), pp218-233
.
- Sarker, R. and Coello, C. (2002) “Assessment
Methodologies for Multiobjective Evolutionary Algorithms”,
In Evolutionary Optimization , R. Sarker, M.
Mohammadian and X. Yao (edited), Kluwer Academic Publishers, Boston,
pp177-195.
- Sarker, R., Abbass, H. and Newton, C.
(2002) “Introducing Data Mining and Knowledge Discovery”,
Heuristic and Optimisation for Knowledge Discovery
, R. Sarker, H. Abbass and C. Newton (Edited), Idea Group Publishing
, USA, pp1-11.
- R. Sarker and C. Newton (2000) "Determination
of Optimal Batch Size for a Manufacturing System", In Progress
in Optimization , (edited by Yang, Mees, Fisher and Jennings),
Volume 39 in Applied Optimization, Kluwer Academic Publishers,
ISBN 0-7923-6286-1, pp315-327.
- R. Sarker and S. Rahman (2000) "Economics
of EDI Investments", Invited Book Chapter, Electronic Commerce:
Opportunities and Challenges (Edited by Rahman and
Raisinghani), Chapter 10, Idea Group Publishing (USA), pp152-170.
- R. Sarker, T. Runarsson and C. Newton
(2000) "Evolutionary Computation and Constrained Optimization",
Invited paper, In New Frontiers in Computational Intelligence
and its Applications (Edited by Mohammadian), (ISBN 9051994761)
IOS Press, The Netherlands, pp142-154.
- R. A. Sarker(1994) "Solving a Class
of Nonlinear Programs Via a Sequence of Linear Programs", In
Stochastic Models, Optimization Techniques and Computer
Applications (Edited by Reddy et al.), pp269-278, (Wiley Eastern
Limited, India).
Selected Conference Proceedings Papers
- ASSM Barkat
Ullah, R. Sarker, and C. Lokan (2009) An Agent-based Memetic Algorithm (AMA) for nonlinear optimization with equality
constraints. IEEE Congress on Evolutionary Computation (CEC '09.)
pp.70-77.
- F. Naznin, R. Sarker and D. Essam (2009) Iterative
Progressive Alignment Method (IPAM) for Multiple Sequence Alignment, Int. Conf.
on Computers and Industrial Engineering (CIE39), France, July 6-8, 2009,
Accepted
-
N. Siswanto,
D. Essam, R. Sarker (2009) Ship Inventory Routing and Scheduling Problem with
Undedicated Compartments, Int. Conf. on Computers and Industrial Engineering
(CIE39), France, July 6-8, 2009, Accepted
- E.
Elfeky, R. Sarker and D. Essam (2008) Task Decomposition for
Optimization Problem Solving, The 7th International Conference on
Simulated Evolution And Learning (SEAL2008), December 2008, Melbourne, Lecture
Notes in Computer Science, LNCS5361, Springer, pp329-338.
-
GM Lin, LS Kang, YS Liang, and R. Sarker, (2008) Analysis the
Impact of Genetic Operators in Evolution Strategies, 2nd International
Conference on Genetic and Evolutionary Computing, Sept. 25-26, 2008, Jingzhou, China,
pp88-91.
- S. M. Kamrul Hasan, R. Sarker and D. Essam (2008) A
Decision Support System for Solving Job-Shop Scheduling Problems Using Genetic
Algorithms, Proceedings of the 12 th Asia-Pacific
Symposium on Intelligent and Evolutionary Systems (IES'08), Melbourne, Australia,
7 - 8 December 2008, pp71-79.
- Barkat
Ullah, ASSM, E. Elfeky, D. Cornforth, D. Essam and R. Sarker (2008) Improved Evolutionary Algorithms for Solving Constrained Optimization
Problems with Tiny Feasible Space, IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008), Singapore, 12 - 15 October 2008, pp1426-1433.
-
E. Elfeky, R. Sarker and D. Essam (2008) Partial Decomposition and Parallel GA (PD-PGA) for Constrained
Optimization, IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008), Singapore, 12 - 15 October 2008, pp220-227.
- S. M. K. Hasan, R. Sarker and D. Cornforth (2008) GA with
Priority Rules for Solving Job-Shop Scheduling Problems, IEEE Congress on
Evolutionary Computation (IEEE-CEC) within World Congress on Computational
Intelligence (WCCI), 1-6 June, 2008, Hong Kong, pp1913-1920.
- Barkat
Ullah, ASSM, R. Sarker, and D. Cornforth (2008) Search Space Reduction
Technique for Constrained Optimization with Tiny Feasible Space, Genetic and
Evolutionary Computation Conference (GECCO-2008), July 12-16, Atlanta, pp881-888.
- Whitacre,
J., A. Bender, S. Baker, Q. Fan, R. Sarker and H. Abbass (2008) Strategic
Positioning in Tactical Scenario Planning, Genetic and Evolutionary
Computation Conference (GECCO-2008),
July 12-16, Atlanta, pp1081-1088.
- H. Abbass, A. Bender, H. Dam, S. Baker, J. Whitacre, and
R. Sarker (2008) Computational Scenario-based
Capability Planning, Genetic and Evolutionary Computation
Conference (GECCO-2008),
July 12-16, Atlanta, pp1437-1444.
- Whitacre,
J., A. Bender, S. Baker, Q. Fan, R. Sarker and H. Abbass (2008) Topology and
Time Criticality Effects in Modularised Fleet Problems, SimTecT 2008: Simulation Conference, Melbourne, Australia,
May 12 – 15, 2008, Accepted.
- Zahir,
Z. and Sarker, R. (2008) Optimizing Multi-Objective Decisions for
Planned Relocation of People In Surface Mining for a Densely Populated
Environment, 2008 Conference of the
Administrative Sciences Association of Canada (ASAC2008), 24-27 May,
Halifax, Canada, Received BEST PAPER AWARD.
- R.
Sarker, T. Ray and J. B. da Fonseca (2007) An Evolutionary
Algorithm for Machine Layout and Job Assignment Problems, IEEE Congress
on Evolutionary Computation (IEEE-CEC), September 25-28, 2007,
Singapore, pp3991-3997
- Barkat Ullah, ASSM., R. Sarker, D.
Cornforth and C. Lokan (2007) An Agent-based Memetic Algorithm (AMA) for
Solving Constrained Optimization Problems, IEEE Congress on Evolutionary
Computation (IEEE-CEC), September 25-28, 2007, Singapore,
pp999-1006.
-
S. M. K. Hasan, R. Sarker and D. Cornforth
(2007) Modified Genetic Algorithm for Job-Shop Scheduling: A
Gap-Utilization Technique, IEEE Congress on Evolutionary Computation
(IEEE-CEC), September 25-28, 2007, Singapore, pp3804-3811
- Abu SSM. Barkat Ullah, R. Sarker, and D. Cornforth (2007)
An Evolutionary Agent System for
Mathematical Programming, International Symposium on Intelligent
Computation and Applications (ISICA2007), September 21-23, Wuhan,
China, Springer
Lecture Notes in Computer Science, pp187-196.
- G. Lin, L. Kang,Y. Chen, X. Yao,Y. Liu, and R. Sarker (2007) An Improved Fast Evolutionary Programming, International
Symposium on Intelligent Computation and Applications (ISICA2007),
September 21-23, Wuhan, China, Springer
Lecture Notes in Computer Science, pp157-168.
- G. Lin, L. Kang,Y. Chen, X. Yao, R, McKay, and R.
Sarker (2007): Comparing the Selective Pressure of Different Selection
Operators, International
Symposium on Intelligent Computation and Applications (ISICA2007),
September 21-23, Wuhan, China, Accepted for publication in the ISICA 2007 proceedings published by the Press of China University of Geosciences.
- H. Abbass, A. Bender, S. Baker, and R. Sarker (2007) Anticipating
Future Scenarios for the Design of Modularised Vehicle and Trailer Fleets, SimTect2007,
Simulation Conference, Brisbane.
- K. Hasan, R. Sarker and D. Conforth (2007) Hybrid Genetic Algorithm for Solving Job-Shop Scheduling Problem, 6th IEEE International
Conference on Computer and Information Science (ICIS 2007), July 11-13,
2007, Melbourne, Australia, pp519-524.
- Abu B Ullah, R. Sarker and D. Conforth (2007) A Combined MA-GA Approach for Solving Constrained Optimization Problems, 6th IEEE International
Conference on Computer and Information Science (ICIS 2007), July 11-13,
2007, Melbourne, Australia, pp382-387.
- S. Zahir and R. Sarker (2007) Optimizing
Multi-Objective Decisions about Distribution Centres and Plant Locations in
Supply Chain Management, 2007 Conference of the Administrative Sciences Association of Canada (ASAC2007), Received Honourable Mention Award in Production and Operations Management Division.
- G. Lin, L. Kang, Y. Chen, R. Sarker (2006) A
Self-Adaptive Evolutionary Algorithm (SAEA) for Solving Nonlinear Programming
Problems, 3rd International Conference on Neural, Parallel and Scientific
Computations, August 9-12, 2006, Morehouse College,
IFNA, Atlanta, GA, USA.
- R. Sarker (2006) The Influence of Population Size and
Selection Process on the Performance of a Simple Evolutionary
Algorithm, The 7th Asia Pacific Industrial Engineering and Management
Systems Conference, December 17-20, Bangkok, Thailand.
- J. Prashad, R. Sarker and D. Fraser (2006)
Forecasting of Currency Exchange Rates using ANNs: The Influence of
Economic Variables, The 7th Asia Pacific Industrial Engineering
and Management Systems Conference, December 17-20, Bangkok, Thailand.
- J. Prashad, R. Sarker and D. Fraser (2006)
Currency Exchange Rates Prediction using
Artificial Neural Networks, 10th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Korea
- E. Elfeky, R. Sarker, E. Daryl (2006) A
Simple Ranking and Selection for Constrained Evolutionary Optimization,
The Sixth International Conference on Simulated Evolution And Learning
(SEAL2006), 15-18 October 2006 Hefei, China, Lecture Notes in Computer Science, Springer, LNCS 4247, pp.537-544.
- A. Yang, H. Abbass and R. Sarker (2006) Land Combat
Scenario Planning: A Multiobjective Approach, The Sixth
International Conference on Simulated Evolution And Learning
(SEAL2006), 15-18 October 2006 Hefei, China, Lecture Notes in Computer Science, Springer, LNCS 4247, pp.837-844.
- T. Ray and R. Sarker (2006) Multiobjective
Evolutionary Approach to the Solution of Gas Lift Optimization Problems, IEEE Congress on Evolutionary Computation (CEC2006), Vancouver, BC, Canada, July 16-21, 2006, pp.10951-10957.
- J. Whitacre, T. Pham and R. Sarker (2006) Credit Assignment
in Adaptive Evolutionary Algorithms, Genetic and
Evolutionary Computation Conference (GECCO-2006), Seattle, USA, July 8-12, 2006, pp.1353-1360.
- J. Whitacre, T. Pham and R. Sarker (2006) Use of Statistical Outlier Detection Method in Adaptive
Evolutionary Algorithms, Genetic and
Evolutionary Computation Conference (GECCO-2006), Seattle, USA, July 8-12, 2006, pp.1345-1352.
- R. Sarker and S. Zahir (2006) Prioritizing
Optimal Scenarios in a Supply Chain Expansion Plan Using the AHP in an
Expanded Decision Model, Administrative Sciences Association of Canada
(ASAC) Annual Conference, Banf, Alberta, Canada, June 3-6, 2006.
- R. Sarker, S. Kara, G. Freeman, B. Kayis,
T. Ray and H. Abbass (2006) A Multi-agent Approach for
Analysing Material Flow in a Supply Chain, The Second International Intelligent Logistics Systems Conference (IILS2006), Brisbane, 22-23 February 2006.
- H. Abbass, S. Baker, A. Bender and R. Sarker (2006)
Identifying the Fleet-mix in a Millitary Setting, The Second
International Intelligent Logistics Systems Conference (IILS2006),
Brisbane, 22-23 February 2006.
- A. Yang, H. Abbass and R. Sarker (2005) Risk
assessment of Capability Requirements using WISDOM-II, The
International Society of Optical Engineering (SPIE) Conference on
Complex Systems, Brisbane, December 12-14, Proceedings of SPIE Vol. #6039.
- R. Sarker, S. Kara, G. Freeman,
B. Kayis, T. Ray and H. Abbass (2005) A Multi-agent Simulation Study
for Supply Chain Operation, International
Conference on Computational Intelligence for Modelling, Control and
Automation (CIMCA2005), 28 - 30 November 2005, Vienna, Austria, Publisher: IEEE Press-USA, pp728-733.
- R. Sarker and T. Ray (2005) Multiobjective Evolutionary Algorithms for
solving Constrained Optimization Problems, International
Conference on Computational Intelligence for Modelling, Control and
Automation (CIMCA2005), 28 - 30 November 2005, Vienna, Austria, Publisher: IEEE Press-USA, pp197-202.
- A. Yang
and H. Abbass and R. Sarker and N. Curtis (2005) Evolving capability
requirements in WISDOM-II, Advances in Artificial Life, Proceeding of The
Second Australian Conference on Artificial Life (ACAL05), December, Sydney,
Australia (Published by World Scientific Publisher), pp335-348.
- R. Sarker
and T. Ray (2005) Simultaneous Optimisation of Multiobjective Linear
and Nonlinear Problems, 18th National Conference of the Australian
Society for Operations Research, 26-28 September, Perth, Australia,
pp163-170.
- R. Sarker (2005) Facility Relocation in an Existing
Supply Chain, 11th Australian Optimization Day, 30th September, Perth,
Australia, pp154-162.
- A. Yang, H. Abbass and R. Sarker (2005).
WISDOM-II: A Network Centric Model for Warfare. Ninth International Conference
on Knowledge-Based Intelligent Information & Engineering Systems (KES
2005), Published as Lecture Notes in Computer Science by Springer, Melbourne, Australia, pp813-819.
- A. Yang, H. Abbass and R. Sarker (2005) Evolving Agents for Network
Centric Warfare. Second Workshop on Military and Security Applications of
Evolutionary Computation, Washington D.C., ACM Press, pp.193-195.
- R. Sarker (2004) "The Use of EAs in Operations Research and Industrial
Engineering", Proceedings of the Asia-Pacific Conference on Industrial
Engineering and Management Systems (APIEMS 2004), Gold Coast, Australia,
December 12-15, 2004, pp26.5.1-12.
- A. Yang, H. Abbass and R. Sarker (2004) "Landscape Dynamics
in Multi--agent Simulation Combat Systems", AI2004, Lecture Notes in Artificial Intelligence, LNAI 3339,
Springer-Verlag Berlin Heidelberg, (presented at the Australian Joint
Conference on Artificial Intelligence AI'2004, 6-10 December, Cairns,
Australia), pp39-50.
- R. Sarker, A. Maulloo
and M K Rahman (2004) "Evolutionary algorithm for solving a practical
multi-modal problem: a case study", the 8th Asia Pacific Symposium on
Intelligent and Evolutionary Systems, 6-7 December, Cairns,
Australia, pp162-170.
- Q. Jiang, R. Sarker, and H. Abbass (2004) "Tracking Moving Objects
and the nonstantionary travelling salesman problem", the 8th Asia Pacific
Symposium on Intelligent and Evolutionary Systems, 6-7 December,
Cairns, Australia, pp171-179.
- R. Sarker (2004) "Evolutionary Computation + Optimization = Evolutionary
Optimization (EvOpt)?", ICCIT'2004, Dhaka, 26-28 December, pp 36-41.
- R. Sarker (2004) “Population Size, Problem Size and Quality
of Solution: An Experimental Study of Evolutionary Algorithms ”,
International Conference on Artificial Intelligence in Engineering
and Technology (ICAIET2004), Sabah, Vol.-2, pp663-668.
- R. Sarker and F. M. A. Kazi (2003)
Population Size, Search Space and Quality of Solution: An Experimental
Study
, IEEE 2003 Congress on Evolutionary Computation
(CEC'2003 ), December 2003, Canberra, Australia, pp2011-2018.
- S. A. Haque, Z. Kabir and R. Sarker (2003) Optimization
Model For Opportunistic Replacement Policy Using GA with Fuzzy Logic
Controller, IEEE 2003 Congress on Evolutionary
Computation (CEC'2003 ), December 2003, Canberra, Australia,
pp2837-2843.
- R. Sarker (2003) Evolutionary Algorithms
For Optimization: Do We Get Effective Solutions?,
Invited Paper, IEEE International Conference on
Neural Networks & Signal Processing (ICNNSP03), December
12-15, Nanjing, Jiangsu, China, pp404-408.
- J. Kamruzamman and R. Sarker (2003)
Forecasting of Currency Exchange Rates using ANN: A Case
Study
, IEEE International Conference on Neural Networks & Signal
Processing (ICNNSP03), December 12-15, Nanjing, Jiangsu, China,
pp793-797. Received Best Paper Award of
IEEE-ICNNSP 2003 .
- R. Sarker (2003) Solving Transshipment Problems
Using EAs: How Good are the Solutions?, Proceedings of the 2003
Asia-Pacific Symposium on Intelligent and Evolutionary Systems (IES2003)
, November, 2003, Kitakyushu, Japan, pp94-101.
- J. Kamruzzaman and R. Sarker (2003) Support Vector
Machine for Better Forex Forecasting Model, Proceedings of the
2003 Asia-Pacific Symposium on Intelligent and Evolutionary Systems
(IES2003), November, 2003, Kitakyushu, Japan, pp44-48.
- R. Sarker and Abbass, H. (2003) “Identification
of Future ADF Vehicles and Trailer Fleets for project Overlander”,
Invited Paper, Proceedings
of the 2002 Mathematics-in-Industry Study Group, UniSA, Adelaide,
Australia, pp35-52.
- Y. Jianzheng and R. Sarker (2003) Electronic Contracting
in ebXML, International Telecommunications Society’s Asia-Australasia
Regional Conference, June 22-24, Perth, Australia.
- J. Kamruzzaman, R. Sarker and I. Ahmad
(2003) SVM based models for predicting foreign exchange rates,
Proc 3rd IEEE International Conference on Data Mining, ICDM'03,
Florida, 2003.
- R. Sarker (2002) ‘Evolutionary Optimization:
Theory and Applications’, An Invited
Talk , International Conference on Operations
Research for Development (ICORD2002), Chennai, India,
December 27 - 30, 2002.
- R. Sarker, H. Abbass, and S. M. Dewan
(2002) PDE Algorithm for Solving Constrained Multi-objective
Optimization Problems, Proceedings of the 6th Australasia-Japan
Joint Workshop on Intelligent and Evolutionary Systems (AJWIS2001),
Nov.-Dec. 2002, Canberra, pp117-124.
- R. Sarker and C. Newton (2002) ‘Why Evolutionary
Computation is an Attractive Choice for Multi-Objective Optimization?’,
Proceedings of the International Conference on Computer
and Information Technology (ICCIT2002), Dhaka, Bangladesh,
December 27 –28, 2002.
- H. Abbass, R. Sarker
and C. Newton (2001) PDE: A Pareto-frontier Differential Evolution
Approach for Multi-objective Optimization Problems, IEEE Congress
on Evolutionary Computation (CEC’2001), Seoul, Korea,
pp971-978.
- H.A. Abbass and
R. Sarker (2001) "Simultaneous Evolution of Architectures and
Connection Weights in ANNs", The Artificial Neural Networks
and Expert Systems Conference (ANNES2001), Dunedin, New
Zealand, Nov. 2001, pp16-21. (Available online on EMOO page)
- R. Sarker, H.A.
Abbass and S. Karim (2001) "An Evolutionary Algorithm for Constrained
Multiobjective Optimization Problems", The 5th Australasia-Japan
Joint Workshop on Intelligent and Evolutionary Systems (AJWIS2001),
Dunedin, New Zealand, Nov. 2001, pp113-122. (Available online on EMOO page)
- R. Sarker, Abbass
H.A., and Newton C. (2001) "Solving Multiobjective Optimization
Problems Using Evolutionary Algorithm", The International
Conference on Computational Intelligence for Modelling, Control
and Automation CIMCA'2001, Las Vegas, USA, July 2001, pp149-160.
- (Available online on EMOO page)
- R. Sarker (2001)
“Modelling Coal Preparation and Blending: A Case Study” 16th
National ASOR Conference, September 2001, Adelaide, Australia.
- R. Sarker (2001),
“Alternative Mathematical Programming Models: A Case for a
Coal Blending Decision Process” Optimization
day Conference, September 2001, Adelaide, Australia
- R. Sarker. and
Newton, C. (2000) “A Comparative Study of Different Penalty Function-Based
GAs for Constrained Optimization”, Proceedings of the
4th Australia-Japan Joint Workshop on Intelligent and Evolutionary
Systems, October 30 – November 2, Japan, pp64-70.
- R. Sarker, K Liang
and C. Newton (2000) “A Multiobjective Evolutionary Algorithm”,
International ICSC (International Computer Science
Convention) Congress on Intelligent Systems and Applications
(ISA’2000), December 12-15, Wollongong, Australia, vol.-2,
pp125-131.
- M. Quaddus and
R. Sarker (2000) "Multiple Criteria Decision Support: A Critical
Review And An Application In National Crop Planning",
Proceedings of the 1st Gulf Conference on DSS , Kuwait,
Nov 6-8, 2000.
- R. Sarker and
C. Newton (2000) “Solving A Multiple Objective Linear Program
Using Simulated Annealing”, The 5th Conference of Association
of the Asian-Pacific Operations Research Societies (APORS’2000),
July 5-7 2000, Singapore
- R. Sarker, M.
Mohammadian and C. Newton (2000) "Multiple Objectives Optimization
Problem: A Brief Review", Proceedings of the International
Conference on Advances in Intelligent Systems: Theory and Applications
- AISTA'2000, Canberra, 2-4 February, pp71-78.
- T. Runarsson and
R. Sarker (1999) "Constrained Nonlinear Integer Programming and
Evolution Strategies", Proceedings of the Third Australia-Japan
Joint Workshop on Intelligent and Evolutionary Systems, Canberra,
November, pp193-200.
- R. Sarker, T.
Runarsson and C. Newton (1999) "Genetic Algorithms for Solving
a Class of Constrained Nonlinear Integer Programs", Proceedings
of the 15th Australian Society for Operational Research Conference, Gold Coast, pp1122-1137.
- R. Sarker, T.
Runarsson and C. Newton (1999) "Solving a Constrained Multi-product
Manufacturing Batch Scheduling Problem via EC", 15th International
Federation of Operational Research Societies (IFORS) Triennial
Conference, Beijing, China.
- R. Sarker, C.
Newton and E. Gunn (1999) "A Simple SLP Algorithm And Its Convergence",
Proceedings of the 15th Australian Soceity for
Operational Research Conference, Gold Coast, pp1109-1121.
- R. Sarker and
C. Newton (1999) "Genetic Algorithm for Solving Economic Lot
Size Scheduling Problem", The proceedings of the 26th International
Conference on Computers and Industrial Engineering, Melbourne,
Australia, pp789-793.
- R. Sarker and
M. Quaddus (1999) "Modelling a Nationwide Crop Planning Problem
Using a Multiple Criteria Decision Making Tool", The proceedings
of the 26th International Conference on Computers and Industrial
Engineering, Melbourne, Australia, pp794-798.
- L. Khan and R.
Sarker (1999) "An Optimal Batch Size for a JIT Manufacturing
System", The proceedings of the 26th International
Conference on Computers and Industrial Engineering ,
Melbourne, Australia, pp72-76.
- R. A. Sarker and
B. Nath (1998) "Alternative Mathematical Programming Models for
Multi-period Decision Making", Optimization: Techniques
and Applications (editted by L. Caccetta et al), Curtin
Printing Press, Paper Presented at ICOTA'98, July 1-3, Perth, Australia,
pp626-633.
- M. Hassan; R.
Sarker and M. Atiquzzaman (1998) "Modelling of IP-ATM Gateway
using M/G/1/N Queue", Proc. of Globecom'98
(IEEE Global Telecommunications Conference), Volume 1 of
6, 8-12 November, Sydney, pp465-470.
- R. Sarker, S.
Rahman and C. Newton (1998) "Markov Prediction of Reasons for
Using EC in the Long Run", Advances in Computer Cybernetics
, Volume V, Edited by Rahman and Lasker (Proceedings of 10th
International Conference on Systems Research, Informatics and Cybernatics,
17-21 August, Germany), pp103-108.
- Rezaul K Begg,
Syed M. Rahman and Ruhul Sarker (1998) "MAGS: Multimedia Aided
Gait Analysis", Advances in Computer Cybernetics
, Volume V, Edited by Rahman and Lasker (Proceedings of 10th International
Conference on Systems Research, Informatics and Cybernatics, 17-21
August, Germany), pp114-117.
- S. R. Rahman;
R. A. Sarker and R. J. Bignall (1998) "On the Feasibility of
Distributed Multimedia Applications in Marketing", Proceedings
of the International Conference on Computational Intelligence and
Multimedia Applications , ICCIMA'98, (World Scientific)
pp649-654.
- M. M. Islam, S.
M. Rahman and R. Sarker (1998) "A Neural Network Model for Invariant
Pattern Recognition", Proceedings of the International
Conference on Computational Intelligence and Multimedia Applications
, ICCIMA'98, (World Scientific) pp318-323.
- R. A. Sarker,
A. Haque and B. Nath (1997) “Integration of Maintenance and
Spare Parts Inventory Policies: A Simulation Approach”,
Proceedings of the International Conference on Modelling and Simulation
MS’97, Melbourne, Australia, pp481-486.
- R. A. Sarker and
L R Khan (1997) “An Optimal Batch Size for a Manufacturing System
Operating Under a Periodic Delivery Policy”, Conference of the
Asia-Pacific Operational Research Societies (APORS), Melbourne,
Nov. 1997, Australia.
- S. R. Rahman,
B. Nath and R. A. Sarker (1997) "Internet for Higher Productivity
in Manufacturing", Proceedings of the Fourth International
Conference on Computer Integrated Manufacturing , ICCIM'97,
(Springer, Singapore), pp269-278.
- N. Amin; R. A.
Sarker; M. Karim and M. U. Ahmed (1995) "Selection of Single
Point Cemented Carbide Turning Tools Using Cost Minimization Criteria",
Advances in Material and Processing Technologies'95
, (Edited by Prof. S. J. Hashmi) Dublin City University, Ireland,
pp1423-1430.
- M. S. Zahir and
R. A. Sarker (1989) "Simultaneous Determination of Wholesalers's
EOQ and Production Lot-Size", Proc. of 1989 International
Industrial Engineering Conference , pp713-718. (Toronto,
Canada)
- M. A. Nur; R.
A. Sarker and M. N. Islam (1992) "Training for Technical Human
Resource Development in Manufacturing Sector", Proc. of
the International Conference on Human Resources Development in
Islamic Countries: Challenges of the 21st Century , pp121-130,
Dhaka.
- B. Das; S. U.
Ahmed and R. A. Sarker(1989) "LEARN: A Dynamic Computer Model
for Learning Curves", Extended Summary of Xth International
Conference on Production Research, pp114-115, (Nottingham,
UK)
Journals, Proceedings and Editted Books
- J. Kamruzzaman, R. K. Begg and R. Sarker (editors)
Artificial Neural Networks in Finance & Manufacturing, Idea Group Publishing (USA), March 2006.
- R. K. Begg, J. Kamruzzaman and R. Sarker (editors)
ANNs in Heathcare: Potential & Challenges, Idea Group Publishing (USA), January 2006.
- M. Mohammadian,
R. Sarker and X. Yao (editors)
Computational Intelligence in Control
, Idea Group Publishing (USA), January
2003.
- R. Sarker
, M. Mohammadian and X. Yao (editors)
Evolutionary Optimization, International
Series in Operations Research and Management Science, Volume:
48, Kluwer Academic Publisher (USA), January 2002.
- R. Sarker
, Abbas, H., and Newton, C. (editors)
Heuristic and Optimisation for Knowledge Discovery, A Book on Recent Progress
in Research in the Field, Idea Group Publishing (USA), February
2002.
- H. Abbas, R.
Sarker and C. Newton (editors)
Data Mining: A Heuristic Approach, A Book
on Recent Progress in Research in the Field, Idea Group Publishing
(USA), February 2002
- K. S. Rao, A. Vijayakumar and R. Sarker (editors)
Annals of Operations Research,
Special volume on Operations Research for Development,
Springer Verlag, Volume 143, April 2006.
- R. Sarker, R. Reynolds, H. Abbass, KC
Tan, D. Essam, R McKay and T. Gedeon (editors)
Proceedings of the IEEE Congress on Evolutionary Computation
2003 (CEC2003) , December 2003, 4 volumes, 2900
pages .
- R. Sarker (Guest Editor)
Special Issue on Evolutionary Optimization
,
International Journal of Computational Intelligence and Applications,
Vol.-3, No.-4, December 2003..
- R. Sarker
and R. McKay (2003) Special Issue on Evolutionary
Computation and Classification ,
International Journal of Knowledge-Based Intelligent
Engineering Systems
, Volume 7, Number 3, July 2003..
- B. McKay, R.
Sarker and X. Yao (2000) Special Issue on Intelligent
and Evolutionary Systems ,
International Journal of Knowledge-Based Intelligent Engineering
Systems
, ISSN 1327-2314, Vol.-4, No.-3.
- R. Sarker
(Editor)
ASOR Bulletin
, Refereed Publication of the Australian
Society for Operational Research (from January 2000), 4 issues
a year, Canberra, Australia.
- R. Sarker
, B. McKay
, M. Gen
, and A. Namatame (2002)
Proceedings of the Sixth Australia-Japan Joint Workshop
on Intelligent and Evolutionary Systems
(AJJWIES'02), 30 November - 1 December, 2002,
Canberra, Australia, ISBN: 0 7317 0505 X.
- B. McKay, R.
Sarker , X. Yao, Y. Tsujimura, A. Namatame and M. Gen
(1999) Proceedings of the Third Australia-Japan Joint Workshop
on Intelligent and Evolutionary Systems (AJWIES'99), 22-25
November, 1999, Canberra, Australia, ISBN: 0 7317 0503 3.
- B. McKay, R.
Sarker , X. Yao, Y. Tsujimura, A. Namatame and M. Gen
(2000) Proceedings of the Fourth Australia-Japan Joint Workshop
on Intelligent and Evolutionary Systems (AJWIES'00), November/December,
2000, Japan.
Awards for Conference Papers
- Zahir,
Z. and Sarker, R. (2008) Optimizing Multi-Objective Decisions for
Planned Relocation of People In Surface Mining for a Densely Populated
Environment, 2008 Conference of the
Administrative Sciences Association of Canada (ASAC2008), 24-27 May,
Halifax, Canada, Received BEST PAPER AWARD.
- S. Zahir and R. Sarker (2007) Optimizing
Multi-Objective Decisions about Distribution Centres and Plant Locations in
Supply Chain Management, Honourable Mention Award for the
Production and Operations Management Division, 2007 Conference of the Administrative Sciences Association of Canada (ASAC2007).
- R. A. Sarker (1990) SLP Algorithm for Solving a Nonlinear
Multiperiod Coal Blending Problem, Honourable
Mention Award in 1990 CORS National Research Paper
Competition, Canadian Operational Research Society (CORS) National
Conference, May 22-24, Ottawa, Canada.
Last updated: May
2007