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Md. Asafuddoula
ORCID
Publication Activity (10 Years)
Years Active: 2011-2018
Publications (10 Years): 13
Top Topics
Computationally Expensive
Soft Constraints
Evolutionary Algorithm
Optimization Problems
Top Venues
IEEE Trans. Evol. Comput.
IEEE Congress on Evolutionary Computation
GECCO (Companion)
Appl. Math. Comput.
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Publications
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Md. Asafuddoula
,
Brijesh K. Verma
,
Mengjie Zhang
A Divide-and-Conquer-Based Ensemble Classifier Learning by Means of Many-Objective Optimization.
IEEE Trans. Evol. Comput.
22 (5) (2018)
Md. Asafuddoula
,
Hemant Kumar Singh
,
Tapabrata Ray
An Enhanced Decomposition-Based Evolutionary Algorithm With Adaptive Reference Vectors.
IEEE Trans. Cybern.
48 (8) (2018)
Md. Asafuddoula
,
Brijesh K. Verma
,
Mengjie Zhang
An incremental ensemble classifier learning by means of a rule-based accuracy and diversity comparison.
IJCNN
(2017)
Jürgen Branke
,
Md. Asafuddoula
,
Kalyan Shankar Bhattacharjee
,
Tapabrata Ray
Efficient Use of Partially Converged Simulations in Evolutionary Optimization.
IEEE Trans. Evol. Comput.
21 (1) (2017)
Md. Asafuddoula
,
Hemant Kumar Singh
,
Tapabrata Ray
A CUDA Implementation of an Improved Decomposition Based Evolutionary Algorithm for Multi-Objective Optimization.
GECCO (Companion)
(2016)
Fatma Shaheen
,
Brijesh K. Verma
,
Md. Asafuddoula
Impact of Automatic Feature Extraction in Deep Learning Architecture.
DICTA
(2016)
Md. Asafuddoula
,
Tapabrata Ray
,
Ruhul A. Sarker
An Improved Self-Adaptive Constraint Sequencing approach for constrained optimization problems.
Appl. Math. Comput.
253 (2015)
Md. Asafuddoula
,
Tapabrata Ray
,
Ruhul A. Sarker
A Decomposition-Based Evolutionary Algorithm for Many Objective Optimization.
IEEE Trans. Evol. Comput.
19 (3) (2015)
Hemant K. Singh
,
Md. Asafuddoula
,
Khairul Alam
,
Tapabrata Ray
Re-design for Robustness: An Approach Based on Many Objective Optimization.
EMO (2)
(2015)
Md. Asafuddoula
,
Hemant K. Singh
,
Tapabrata Ray
Six-Sigma Robust Design Optimization Using a Many-Objective Decomposition-Based Evolutionary Algorithm.
IEEE Trans. Evol. Comput.
19 (4) (2015)
Md. Asafuddoula
,
Tapabrata Ray
,
Hemant Kumar Singh
Characterizing Pareto Front Approximations in Many-objective Optimization.
GECCO
(2015)
Md. Asafuddoula
,
Tapabrata Ray
,
Ruhul A. Sarker
A differential evolution algorithm with constraint sequencing: An efficient approach for problems with inequality constraints.
Appl. Soft Comput.
36 (2015)
Md. Asafuddoula
,
Tapabrata Ray
,
Amitay Isaacs
,
Hemant Kumar Singh
Performance of a steady state quantum genetic algorithm for multi/many-objective engineering optimization problems.
CEC
(2015)
Hemant Kumar Singh
,
Md. Asafuddoula
,
Tapabrata Ray
Solving problems with a mix of hard and soft constraints using modified infeasibility driven evolutionary algorithm (IDEA-M).
IEEE Congress on Evolutionary Computation
(2014)
Md. Asafuddoula
,
Tapabrata Ray
,
Ruhul A. Sarker
An adaptive hybrid differential evolution algorithm for single objective optimization.
Appl. Math. Comput.
231 (2014)
Tapabrata Ray
,
Md. Asafuddoula
,
Amitay Isaacs
A steady state decomposition based quantum genetic algorithm for many objective optimization.
IEEE Congress on Evolutionary Computation
(2013)
Md. Asafuddoula
,
Tapabrata Ray
,
Ruhul A. Sarker
Evaluate till you violate: A differential evolution algorithm based on partial evaluation of the constraint set.
SDE
(2013)
Md. Asafuddoula
,
Tapabrata Ray
,
Ruhul A. Sarker
An efficient constraint handling approach for optimization problems with limited feasibility and computationally expensive constraint evaluations.
GECCO (Companion)
(2013)
Md. Asafuddoula
,
Tapabrata Ray
,
Ruhul A. Sarker
A Decomposition Based Evolutionary Algorithm for Many Objective Optimization with Systematic Sampling and Adaptive Epsilon Control.
EMO
(2013)
Md. Asafuddoula
,
Tapabrata Ray
,
Ruhul A. Sarker
A Self-adaptive Differential Evolution Algorithm with Constraint Sequencing.
Australasian Conference on Artificial Intelligence
(2012)
Md. Asafuddoula
,
Tapabrata Ray
,
Ruhul A. Sarker
,
Khairul Alam
An adaptive constraint handling approach embedded MOEA/D.
IEEE Congress on Evolutionary Computation
(2012)
Md. Asafuddoula
,
Tapabrata Ray
,
Ruhul A. Sarker
An adaptive differential evolution algorithm and its performance on real world optimization problems.
IEEE Congress on Evolutionary Computation
(2011)