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
Journal
Papers
- 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, InderScience, 6(3), pp249-266.
- R.
Sarker and T. Ray (2009) An
improved evolutionary
algorithm for solving multi-objective crop planning models, Computers and Electronics in Agriculture, 68, pp191-199. (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, InderScience, 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.
- 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
Multiobjective Evolutionary Algorithm, 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
- R. Sarker and T. Ray (2010) Agent based Evolutionary Approach: An Introduction, Agent Based
Evolutionary Search, Springer series in Evolutionary
Learning and Optimization, Springer, pp.1-12.
- ASSM Barkat
Ullah, R. Sarker and C. Lokan (2010)
An Agent Based Evolutionary Approach for Nonlinear
Optimization with Equality Constraints, Agent Based
Evolutionary Search, Springer series in Evolutionary
Learning and Optimization, Springer, pp.49-77..
- R. Sarker
(2009) Alternative
Mathematical Programming Models: A Case for Coal Blending Decision
Process, Optimization:
Structure and
Applications, Springer Series in Optimization and its
Application, Volume 32, pp383-399.
- 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).
Conference Proceedings
Papers
-
K.
Hasan, R. Sarker and D. Essam (2010) Evolutionary Scheduling with Rescheduling
Option for Sudden Machine Breakdowns, 2010 IEEE Congress on Evolutionary
Computation (CEC'10), July 18-23, Barcelona, Spain, Accepted.
- F.
Naznin, R. Sarker and D. Essam (2010) DGA: Decomposition with Genetic Algorithm
for Multiple Sequence Alignment, 2010 IEEE Symposium on Computational
Intelligence in Bioinformatics and Computational Biology (CIBCB'10), May 2-5, Montreal Canada,
Accepted.
- 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.) pp70-77
- F. Naznin, R. Sarker and D. Essam (2009) Two Hybrid
Algorithms for Multiple Sequence Alignment, International Conference on Computational Models for Life Sciences
(CMLS-09), Sofia, Bulgaria, 28-29
July 2009, Publisher: American Institute of Physics, Volume 1210, pp69-86.
- 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, pp542-547.
- N. Siswanto, D. Essam, R. Sarker
(2009) Solving
a Ship Inventory
Routing and Scheduling Problem, International
Conference on Operations and Supply Chain Management, 9-11
December 2009,
Malaysia, CD Proceedings.
- 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, pp1100-1105.
- 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.
- G. M. Lin,
L.S. Kang, Y.S. 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
12th 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
-
-
- 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.
Last updated: September 2009