Swagatam Das

According to our database1, Swagatam Das authored at least 311 papers between 2005 and 2019.

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Bibliography

2019
Multiobjective Support Vector Machines: Handling Class Imbalance With Pareto Optimality.
IEEE Trans. Neural Netw. Learning Syst., 2019

On Convergence of the Class Membership Estimator in Fuzzy $k$-Nearest Neighbor Classifier.
IEEE Trans. Fuzzy Systems, 2019

Stronger Convergence Results for the Center-Based Fuzzy Clustering With Convex Divergence Measure.
IEEE Trans. Cybernetics, 2019

Bio-inspired computation: Where we stand and what's next.
Swarm and Evolutionary Computation, 2019

A multi-start variable neighbourhood descent algorithm for hybrid flowshop rescheduling.
Swarm and Evolutionary Computation, 2019

On semi-supervised active clustering of stable instances with oracles.
Inf. Process. Lett., 2019

A Compressed Coding Scheme for Evolutionary Algorithms in Mixed-Integer Programming: A Case Study on Multi-Objective Constrained Portfolio Optimization.
CoRR, 2019

A Strongly Consistent Sparse k-means Clustering with Direct l1 Penalization on Variable Weights.
CoRR, 2019

Generative Adversarial Minority Oversampling.
CoRR, 2019

β-Chaotic map enabled Grey Wolf Optimizer.
Appl. Soft Comput., 2019

On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Self-organizing migrating algorithm for the 100-digit challenge.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Testing A Multi-Operator based Differential Evolution Algorithm on the 100-Digit Challenge for Single Objective Numerical Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Adaptive Learning-Based $k$ -Nearest Neighbor Classifiers With Resilience to Class Imbalance.
IEEE Trans. Neural Netw. Learning Syst., 2018

Swarm virus - Next-generation virus and antivirus paradigm?
Swarm and Evolutionary Computation, 2018

Synergism of Firefly Algorithm and Q-Learning for Robot Arm Path Planning.
Swarm and Evolutionary Computation, 2018

A synergy of the sine-cosine algorithm and particle swarm optimizer for improved global optimization and object tracking.
Swarm and Evolutionary Computation, 2018

Continuous fitness landscape analysis using a chaos-based random walk algorithm.
Soft Comput., 2018

Fast automatic estimation of the number of clusters from the minimum inter-center distance for k-means clustering.
Pattern Recognition Letters, 2018

A parameter independent fuzzy weighted k-Nearest neighbor classifier.
Pattern Recognition Letters, 2018

Handling data irregularities in classification: Foundations, trends, and future challenges.
Pattern Recognition, 2018

Clustering with missing features: a penalized dissimilarity measure based approach.
Machine Learning, 2018

On the unification of possibilistic fuzzy clustering: Axiomatic development and convergence analysis.
Fuzzy Sets and Systems, 2018

Clustering of fuzzy data and simultaneous feature selection: A model selection approach.
Fuzzy Sets and Systems, 2018

Fuzzy Clustering to Identify Clusters at Different Levels of Fuzziness: An Evolutionary Multi-Objective Optimization Approach.
CoRR, 2018

A Switched Parameter Differential Evolution with Multi-donor Mutation and Annealing Based Local Search for Optimization of Lennard-Jones Atomic Clusters.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Termite spatial correlation based particle swarm optimization for unconstrained optimization.
Swarm and Evolutionary Computation, 2017

Noisy evolutionary optimization algorithms - A comprehensive survey.
Swarm and Evolutionary Computation, 2017

Computing with the collective intelligence of honey bees - A survey.
Swarm and Evolutionary Computation, 2017

Democracy-inspired particle swarm optimizer with the concept of peer groups.
Soft Comput., 2017

Generalized mean based back-propagation of errors for ambiguity resolution.
Pattern Recognition Letters, 2017

Feature weighting and selection with a Pareto-optimal trade-off between relevancy and redundancy.
Pattern Recognition Letters, 2017

k-Means clustering with a new divergence-based distance metric: Convergence and performance analysis.
Pattern Recognition Letters, 2017

Feature-weighted clustering with inner product induced norm based dissimilarity measures: an optimization perspective.
Machine Learning, 2017

Axiomatic generalization of the membership degree weighting function for fuzzy C means clustering: Theoretical development and convergence analysis.
Inf. Sci., 2017

Selection of appropriate metaheuristic algorithms for protein structure prediction in AB off-lattice model: a perspective from fitness landscape analysis.
Inf. Sci., 2017

A Radial Boundary Intersection aided interior point method for multi-objective optimization.
Inf. Sci., 2017

Diversifying Support Vector Machines for Boosting using Kernel Perturbation: Applications to Class Imbalance and Small Disjuncts.
CoRR, 2017

On Boosting, Tug of War, and Lexicographic Programming.
CoRR, 2017

Multi-level thresholding with a decomposition-based multi-objective evolutionary algorithm for segmenting natural and medical images.
Appl. Soft Comput., 2017

A switched parameter differential evolution with optional blending crossover for scalable numerical optimization.
Appl. Soft Comput., 2017

A Modified Differential Evolution With Distance-based Selection for Continuous Optimization in Presence of Noise.
IEEE Access, 2017

Particle swarm optimization with a modified learning strategy and blending crossover.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

An Improved Harmony Search Algorithm for Protein Structure Prediction Using 3D Off-Lattice Model.
Proceedings of the Harmony Search Algorithm, 2017

On the Unification of k-Harmonic Means and Fuzzy c-Means Clustering Problems under Kernelization.
Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

Protein Structure Optimization in 3D AB off-lattice model using Biogeography Based Optimization with Chaotic Mutation.
Proceedings of the Fourth ACM IKDD Conferences on Data Sciences, 2017

A noise resilient Differential Evolution with improved parameter and strategy control.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
A Fuzzy Rule-Based Penalty Function Approach for Constrained Evolutionary Optimization.
IEEE Trans. Cybernetics, 2016

Recent advances in differential evolution - An updated survey.
Swarm and Evolutionary Computation, 2016

Geometric divergence based fuzzy clustering with strong resilience to noise features.
Pattern Recognition Letters, 2016

A feature weighted penalty based dissimilarity measure for k-nearest neighbor classification with missing features.
Pattern Recognition Letters, 2016

Optimizing cluster structures with inner product induced norm based dissimilarity measures: Theoretical development and convergence analysis.
Inf. Sci., 2016

Linkage based deferred acceptance optimization.
Inf. Sci., 2016

A hybrid improved PSO-DV algorithm for multi-robot path planning in a clutter environment.
Neurocomputing, 2016

Hyper-spectral image segmentation using Rényi entropy based multi-level thresholding aided with differential evolution.
Expert Syst. Appl., 2016

Modified Differential Evolution with Locality induced Genetic Operators for dynamic optimization.
European Journal of Operational Research, 2016

Kernelized Weighted SUSAN based Fuzzy C-Means Clustering for Noisy Image Segmentation.
CoRR, 2016

2015
Inducing Niching Behavior in Differential Evolution Through Local Information Sharing.
IEEE Trans. Evolutionary Computation, 2015

A modified differential evolution-based combined routing and sleep scheduling scheme for lifetime maximization of wireless sensor networks.
Soft Comput., 2015

A multilevel color image thresholding scheme based on minimum cross entropy and differential evolution.
Pattern Recognition Letters, 2015

Automated feature weighting in clustering with separable distances and inner product induced norms - A theoretical generalization.
Pattern Recognition Letters, 2015

Simultaneous feature selection and weighting - An evolutionary multi-objective optimization approach.
Pattern Recognition Letters, 2015

Near-Bayesian Support Vector Machines for imbalanced data classification with equal or unequal misclassification costs.
Neural Networks, 2015

Ant colony optimization based enhanced dynamic source routing algorithm for mobile Ad-hoc network.
Inf. Sci., 2015

Categorical fuzzy k-modes clustering with automated feature weight learning.
Neurocomputing, 2015

A Discrete Inter-Species Cuckoo Search for flowshop scheduling problems.
Computers & OR, 2015

Rough-Fuzzy Collaborative Multi-level Image Thresholding: A Differential Evolution Approach.
Proceedings of the Mendel 2015, 2015

Improved Bees Algorithm for Protein Structure Prediction Using AB Off-Lattice Model.
Proceedings of the Mendel 2015, 2015

A Switched Parameter Differential Evolution for Large Scale Global Optimization - Simpler May Be Better.
Proceedings of the Mendel 2015, 2015

2014
Uncertainty Management in Differential Evolution Induced Multiobjective Optimization in Presence of Measurement Noise.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2014

Removal of High-Density Salt-and-Pepper Noise in Images With an Iterative Adaptive Fuzzy Filter Using Alpha-Trimmed Mean.
IEEE Trans. Fuzzy Systems, 2014

An Adaptive Differential Evolution Algorithm for Global Optimization in Dynamic Environments.
IEEE Trans. Cybernetics, 2014

A Spatially Informative Optic Flow Model of Bee Colony With Saccadic Flight Strategy for Global Optimization.
IEEE Trans. Cybernetics, 2014

An Improved Parent-Centric Mutation With Normalized Neighborhoods for Inducing Niching Behavior in Differential Evolution.
IEEE Trans. Cybernetics, 2014

Utilizing time-linkage property in DOPs: An information sharing based Artificial Bee Colony algorithm for tracking multiple optima in uncertain environments.
Soft Comput., 2014

Optimal coordination of directional over-current relays using informative differential evolution algorithm.
J. Comput. Science, 2014

Cluster-based differential evolution with Crowding Archive for niching in dynamic environments.
Inf. Sci., 2014

Behavioral analysis of the leader particle during stagnation in a particle swarm optimization algorithm.
Inf. Sci., 2014

An improved particle swarm optimizer with difference mean based perturbation.
Neurocomputing, 2014

Decomposition-based modern metaheuristic algorithms for multi-objective optimal power flow - A comparative study.
Eng. Appl. of AI, 2014

Stability and chaos analysis of a novel swarm dynamics with applications to multi-agent systems.
Eng. Appl. of AI, 2014

Multi-Agent Shape Formation and Tracking Inspired from a Social Foraging Dynamics.
CoRR, 2014

Co-evolving bee colonies by forager migration: A multi-swarm based Artificial Bee Colony algorithm for global search space.
Applied Mathematics and Computation, 2014

A Fuzzy Entropy Based Multi-Level Image Thresholding Using Differential Evolution.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2014

A novel fuzzy non-homogeneity measure based kernelized image segmentation for noisy images.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Particle Swarm Optimization with population adaptation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

The Monarchy Driven Optimization technique.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Evaluating the performance of Group Counseling Optimizer on CEC 2014 problems for Computational Expensive Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Evolutionary multiobjective optimization in dynamic environments: A set of novel benchmark functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Realization of an Adaptive Memetic Algorithm Using Differential Evolution and Q-Learning: A Case Study in Multirobot Path Planning.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2013

Multilevel Image Thresholding Based on 2D Histogram and Maximum Tsallis Entropy - A Differential Evolution Approach.
IEEE Trans. Image Processing, 2013

A Distance-Based Locally Informed Particle Swarm Model for Multimodal Optimization.
IEEE Trans. Evolutionary Computation, 2013

Multimodal Optimization Using a Biobjective Differential Evolution Algorithm Enhanced With Mean Distance-Based Selection.
IEEE Trans. Evolutionary Computation, 2013

A Cluster-Based Differential Evolution Algorithm With External Archive for Optimization in Dynamic Environments.
IEEE Trans. Cybernetics, 2013

Adaptive evolutionary programming with p-best mutation strategy.
Swarm and Evolutionary Computation, 2013

Risk minimization in biometric sensor networks: an evolutionary multi-objective optimization approach.
Soft Comput., 2013

A novel genetic algorithm to solve travelling salesman problem and blocking flow shop scheduling problem.
IJBIC, 2013

Multi-objective node deployment in WSNs: In search of an optimal trade-off among coverage, lifetime, energy consumption, and connectivity.
Eng. Appl. of AI, 2013

Multimodal optimization by artificial weed colonies enhanced with localized group search optimizers.
Appl. Soft Comput., 2013

Synergizing fitness learning with proximity-based food source selection in artificial bee colony algorithm for numerical optimization.
Appl. Soft Comput., 2013

A differential invasive weed optimization algorithm for improved global numerical optimization.
Applied Mathematics and Computation, 2013

Design of PID controller based power system stabilizer using Modified Philip-Heffron's model: An artificial bee colony approach.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

Migrating forager population in a multi-population Artificial Bee Colony algorithm with modified perturbation schemes.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

A Modified Differential Evolution for Symbol Detection in MIMO-OFDM System.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Fuzzy Clustering of Image Pixels with a Fitness-Based Adaptive Differential Evolution.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Chaos Synchronization in Commensurate Fractional Order Lü System via Optimal PI λ D μ Controller with Artificial Bee Colony Algorithm.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Cooperative Micro Artificial Bee Colony Algorithm for Large Scale Global Optimization Problems.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Differential Evolution and Offspring Repair Method Based Dynamic Constrained Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

An Adaptive Differential Evolution Based Fuzzy Approach for Edge Detection in Color and Grayscale Images.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

A Game Theoretic Approach for Reliable Power Supply in Islanded DG Grids.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Differential Evolution with Controlled Annihilation and Regeneration of Individuals and A Novel Mutation Scheme.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Adaptive Differential Evolution with Difference Mean Based Perturbation for Practical Engineering Optimization Problems.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

A Novel Ant Colony Optimization Algorithm for the Vehicle Routing Problem.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Inter-species Cuckoo Search via Different Levy Flights.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

A Differential Evolution Approach to Multi-level Image Thresholding Using Type II Fuzzy Sets.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Intelligent Fault Tracking by an Adaptive Fuzzy Predictor and a Fractional Controller of Electromechanical System - A Hybrid Approach.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Adaptive differential evolution with difference mean based perturbation for dynamic economic dispatch problem.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

Dynamic Differential Evolution with Difference Mean Based Perturbation.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

Synchronizing Differential Evolution with a modified affinity-based mutation framework.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

ABC-TDQL: An adaptive memetic algorithm.
Proceedings of the 2013 IEEE Workshop on Hybrid Intelligent Models and Applications, 2013

Crowding-based local differential evolution with speciation-based memory archive for dynamic multimodal optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Multi-user detection in multi-carrier CDMA wireless broadband system using a binary adaptive differential evolution algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Information sharing in bee colony for detecting multiple niches in non-stationary environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Multi-level image segmentation based on fuzzy - Tsallis entropy and differential evolution.
Proceedings of the FUZZ-IEEE 2013, 2013

Two decomposition-based modem metaheuristic algorithms for multi-objective optimization - A comparative study.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2013

Dynamic Constrained Optimization with offspring repair based Gravitational Search Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Adaptive Differential Evolution with Locality based Crossover for Dynamic Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Improved CMA-ES with Memory based Directed Individual Generation for Real Parameter Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Modified estimation of Distribution algorithm with differential mutation for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Teaching and learning best Differential Evoltuion with self adaptation for real parameter optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Differential evolution with temporal difference Q-learning based feature selection for motor imagery EEG data.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013

2012
An Evolutionary Multiobjective Sleep-Scheduling Scheme for Differentiated Coverage in Wireless Sensor Networks.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2012

An Adaptive Differential Evolution Algorithm With Novel Mutation and Crossover Strategies for Global Numerical Optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Adaptive-Differential-Evolution-Based Design of Two-Channel Quadrature Mirror Filter Banks for Sub-Band Coding and Data Transmission.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2012

On Convergence of Differential Evolution Over a Class of Continuous Functions With Unique Global Optimum.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Guest Editorial: Special Issue on Engineering Applications of Memetic Computing.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2012

Chaotic Dynamics in Social Foraging Swarms - An Analysis.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Automatic shape independent clustering inspired by ant dynamics.
Swarm and Evolutionary Computation, 2012

An inertia-adaptive particle swarm system with particle mobility factor for improved global optimization.
Neural Computing and Applications, 2012

A dynamic neighborhood learning based particle swarm optimizer for global numerical optimization.
Inf. Sci., 2012

A Differential Covariance Matrix Adaptation Evolutionary Algorithm for real parameter optimization.
Inf. Sci., 2012

Inter-particle communication and search-dynamics of lbest particle swarm optimizers: An analysis.
Inf. Sci., 2012

Multi-sensor data fusion using support vector machine for motor fault detection.
Inf. Sci., 2012

A Hybrid Discrete Differential Evolution Algorithm for Economic Lot Scheduling Problem with Time Variant Lot Sizing.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Multilevel Image Thresholding Based on Tsallis Entropy and Differential Evolution.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Neighborhood Search Based Artificial Bee Colony Algorithm for Numerical Function Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Teaching Learning Opposition Based Optimization for the Location of Median Line in 3-D Space.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Adaptive Differential Evolution with Directional Information Based Search Moves.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Efficient Design of Cosine-Modulated Filter Banks Using Evolutionary Multi-objective Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Clustered Parent Centric Normal Cross-Over for Multimodal Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

A Strategy Adaptive Genetic Algorithm for Solving the Travelling Salesman Problem.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

On the Non Linear Dynamics of the Global Best Particle in Particle Swarm Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Modified Particle Swarm Optimization with Switching Update Strategy.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

A Selective Teaching-Learning Based Niching Technique with Local Diversification Strategy.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

A Novel Strategy Adaptive Genetic Algorithm with Greedy Local Search for the Permutation Flowshop Scheduling Problem.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Design of Non-uniform Circular Antenna Arrays Using Coordinated Bacterial Dynamics and Opposite Numbers.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Circular Antenna Array Design Using Novel Perturbation Based Artificial Bee Colony Algorithm.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

A Strategy Pool Adaptive Artificial Bee Colony Algorithm for Dynamic Environment through Multi-population Approach.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Cooperative Co-evolutionary Teaching-Learning Based Algorithm with a Modified Exploration Strategy for Large Scale Global Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

μABC: a micro artificial bee colony algorithm for large scale global optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Configuration of sensors on a 3-D terrain: an approach based on evolutionary multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Energy-efficient differentiated coverage of dynamic objects using an improved evolutionary multi-objective optimization algorithm with fuzzy-dominance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Design of Fractional Order Controller for a servohydraulic positioning system with micro Artificial Bee Colony algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

An improved multi-objective optimization algorithm based on fuzzy dominance for risk minimization in biometric sensor network.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

A genetic Lbest Particle Swarm Optimizer with dynamically varying subswarm topology.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Automated Power Quality Disturbance Classification Using Evolvable Neural Network.
Proceedings of the Integration of Swarm Intelligence and Artificial Neural Network, 2011

A Linear State-Space Analysis of the Migration Model in an Island Biogeography System.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2011

Exploratory Power of the Harmony Search Algorithm: Analysis and Improvements for Global Numerical Optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Guest Editorial Special Issue on Differential Evolution.
IEEE Trans. Evolutionary Computation, 2011

Differential Evolution: A Survey of the State-of-the-Art.
IEEE Trans. Evolutionary Computation, 2011

Real-parameter evolutionary multimodal optimization - A survey of the state-of-the-art.
Swarm and Evolutionary Computation, 2011

Self-adaptive differential evolution with multi-trajectory search for large-scale optimization.
Soft Comput., 2011

Multi-objective optimization with artificial weed colonies.
Inf. Sci., 2011

An improved differential evolution algorithm with fitness-based adaptation of the control parameters.
Inf. Sci., 2011

Erratum to "On convergence of the multi-objective particle swarm optimizers" [Inform. Sci 181 (2011) 1411-1425].
Inf. Sci., 2011

On convergence of the multi-objective particle swarm optimizers.
Inf. Sci., 2011

Linear antenna array synthesis with modified invasive weed optimisation algorithm.
IJBIC, 2011

Network intrusion detection system: A machine learning approach.
Intelligent Decision Technologies, 2011

An ecologically inspired direct search method for solving optimal control problems with Bézier parameterization.
Eng. Appl. of AI, 2011

On Periodic Node Deployment in Wireless Sensor Networks: A Statistical Analysis
CoRR, 2011

Artificial Weed Colonies with Neighbourhood Crowding Scheme for Multimodal Optimization.
Proceedings of the International Conference on Soft Computing for Problem Solving (SocProS 2011) December 20-22, 2011, 2011

An Improved Multi-Objective Algorithm Based on Decomposition with Fuzzy Dominance for Deployment of Wireless Sensor Networks.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

A Differential Evolution Based Approach for Multilevel Image Segmentation Using Minimum Cross Entropy Thresholding.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Design of Two Channel Quadrature Mirror Filter Bank: A Multi-Objective Approach.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Fractional-Order PI λ D μ Controller Design Using a Modified Artificial Bee Colony Algorithm.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

A Quantized Invasive Weed Optimization Based Antenna Array Synthesis with Digital Phase Control.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Dynamic Thinning of Antenna Array Using Differential Evolution Algorithm.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Synthesis and Design of Thinned Planar Concentric Circular Antenna Array - A Multi-objective Approach.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Self-adaptive Cluster-Based Differential Evolution with an External Archive for Dynamic Optimization Problems.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Design of Two-Channel Quadrature Mirror Filter Banks Using Differential Evolution with Global and Local Neighborhoods.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Non-uniform Circular-Shaped Antenna Array Design and Synthesis - A Multi-Objective Approach.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Automatic Clustering Based on Invasive Weed Optimization Algorithm.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Statistical and Fusion Based Hybrid Approach for Fault Signal Classification in Electromechanical System.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Constrained real parameter optimization with a gradient repair based Differential Evolution algorithm.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

A differential covariance matrix adaptation evolutionary algorithm for global optimization.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Nonlinear Channel Equalization for Digital Communications Using DE-Trained Functional Link Artificial Neural Networks.
Proceedings of the Contemporary Computing - 4th International Conference, 2011

An efficient memetic algorithm for parameter tuning of PID controller in AVR system.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

A differential evolution based Memetic Algorithm for workload optimization in power generation plants.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

Design of an optimized intelligent controller of electromechanical system in aerospace application.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

A modified differential evolution for autonomous deployment and localization of sensor nodes.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

An improved Multiobjective Evolutionary Algorithm based on decomposition with fuzzy dominance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Modified differential evolution with local search algorithm for real world optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A Modified Discrete Differential Evolution based TDMA scheduling scheme for many to one communications in wireless sensor networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Self adaptive cluster based and weed inspired differential evolution algorithm for real world optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Hierarchical dynamic neighborhood based Particle Swarm Optimization for global optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Peak-to-average power ratio reduction in OFDM systems using an adaptive differential evolution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Clustering in mobile ad hoc networks with differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Population Variance Harmony Search Algorithm to Solve Optimal Power Flow with Non-Smooth Cost Function.
Proceedings of the Recent Advances In Harmony Search Algorithm, 2010

Pattern Clustering Using a Swarm Intelligence Approach.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Stability analysis of the reproduction operator in bacterial foraging optimization.
Theor. Comput. Sci., 2010

Automatic circle detection on digital images with an adaptive bacterial foraging algorithm.
Soft Comput., 2010

Kernel-induced fuzzy clustering of image pixels with an improved differential evolution algorithm.
Inf. Sci., 2010

Parameter selection of a Particle Swarm Optimisation dynamics by closed loop stability analysis.
IJCSM, 2010

Designing fractional-order PIlambdaDµ controller using differential harmony search algorithm.
IJBIC, 2010

Dynamic economic load dispatch with wind energy using modified harmony search.
IJBIC, 2010

Optimal feature retrieval for classification of non-stationary Power Quality disturbances.
IJAISC, 2010

Analysis of the reproduction operator in an artificial bacterial foraging system.
Applied Mathematics and Computation, 2010

Implementation of a New Hybrid Methodology for Fault Signal Classification Using Short -Time Fourier Transform and Support Vector Machines.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2010

Concentric Circular Antenna Array synthesis using a differential Invasive Weed Optimization algorithm.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Automatic shell clustering using a metaheuristic approach.
Proceedings of the IEEE International Conference on Systems, 2010

A Modified Invasive Weed Optimization Algorithm for training of feed- forward Neural Networks.
Proceedings of the IEEE International Conference on Systems, 2010

Self-adaptive Differential Evolution with Modified Multi-Trajectory Search for CEC'2010 Large Scale Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

A Hybrid Particle Swarm with Differential Evolution Operator Approach (DEPSO) for Linear Array Synthesis.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Detection and Length Estimation of Linear Scratch on Solid Surfaces Using an Angle Constrained Ant Colony Technique.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

An Improved Evolutionary Programming with Voting and Elitist Dispersal Scheme.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Adaptive Differential Evolution with p-Best Crossover for Continuous Global Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Multi Sensor Fusion Using Fitness Adaptive Differential Evolution.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Offline Parameter Estimation of Induction Motor Using a Meta Heuristic Algorithm.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Electromagnetic Antenna Configuration Optimization Using Fitness Adaptive Differential Evolution.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

A Hybrid Differential Invasive Weed Algorithm for Congestion Management.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Synthesis of Difference Patterns for Monopulse Antenna Arrays - An Evolutionary Multi-objective Optimization Approach.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Automatic Shape Independent Shell Clustering Using an Ant Based Approach.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Hybrid Intelligent Predictive Control System for High Speed BLDC Motor in Aerospace Application.
Proceedings of the 3rd International Conference on Emerging Trends in Engineering and Technology, 2010

A hybrid evolutionary direct search technique for solving Optimal Control problems.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

Circular antenna array synthesis with a Differential Invasive Weed Optimization algorithm.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

Mitigation strategies in epidemics: evolutionary optimization using a hierarchy of objective functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

On the asymptotic convergence of differential evolution in continuous spaces: a control theoretic approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A fitness-based adaptation scheme for control parameters in differential evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Dynamic multi-swarm particle swarm optimizer with sub-regional harmony search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Artificial foraging weeds for global numerical optimization over continuous spaces.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Linear antenna array synthesis using fitness-adaptive differential evolution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

On convergence of multi-objective Particle Swarm Optimizers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A new differential evolution with improved mutation strategy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A modified Invasive Weed Optimization algorithm for time-modulated linear antenna array synthesis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Bacterial Foraging Optimization Algorithm: Theoretical Foundations, Analysis, and Applications.
Proceedings of the Foundations of Computational Intelligence, 2009

Metaheuristic Clustering
Studies in Computational Intelligence 178, Springer, ISBN: 978-3-540-92172-1, 2009

On Stability of the Chemotactic Dynamics in Bacterial-Foraging Optimization Algorithm.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2009

Adaptive Computational Chemotaxis in Bacterial Foraging Optimization: An Analysis.
IEEE Trans. Evolutionary Computation, 2009

Differential Evolution Using a Neighborhood-Based Mutation Operator.
IEEE Trans. Evolutionary Computation, 2009

Multi-Objective Differential Evolution for Automatic Clustering with Application to Micro-Array Data Analysis.
Sensors, 2009

A Lyapunov-Based Extension to Particle Swarm Dynamics for Continuous Function Optimization.
Sensors, 2009

Data Clustering Using Multi-objective Differential Evolution Algorithms.
Fundam. Inform., 2009

An Improved Harmony Search Algorithm with Differential Mutation Operator.
Fundam. Inform., 2009

Design of fractional-order PIlambdaDµ controllers with an improved differential evolution.
Eng. Appl. of AI, 2009

Automatic image pixel clustering with an improved differential evolution.
Appl. Soft Comput., 2009

On stability and convergence of the population-dynamics in differential evolution.
AI Commun., 2009

Linear Antenna Array Synthesis with Invasive Weed Optimization Algorithm.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

Correlation between stimulated emotion extracted from EEG and its Mainfestation on Facial Expression.
Proceedings of the IEEE International Conference on Systems, 2009

IWO with Increased Deviation and Stochastic Selection (IWO-ID-SS) for Global Optimization of Noisy Fitness Functions.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Real Time State of Charge Prediction using Kalman Filter.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Constrained Real Parameter Optimization with an Ecologically inspired Algorithm.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Designing Fractional-order PIlambdaDµ Controller using a Modified Invasive Weed Optimization Algortihm.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Design of Optimal Digital IIR Filters by using a Bandwidth Adaptive Harmony Search Algorithm.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

On Population Variance and Explorative Power of Invasive Weed Optimization Algorithm.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Improved Harmony Search for Economic Power Dispatch.
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009

On Some Properties of the lbest Topology in Particle Swarm Optimization.
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009

Automatic Clustering Using a Synergy of Genetic Algorithm and Multi-objective Differential Evolution.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Economic Load Dispatch Using a Chemotactic Differential Evolution Algorithm.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Abductive reasoning with type 2 fuzzy sets.
Proceedings of the FUZZ-IEEE 2009, 2009

Fuzzy Rule Based Intelligent Security and Fire Detector System.
Proceedings of the Computational Intelligence in Security for Information Systems, 2009

Automatic clustering with multi-objective Differential Evolution algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

A recurrent fuzzy neural model of a gene regulatory network for knowledge extraction using differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

A micro-bacterial foraging algorithm for high-dimensional optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

A Bacterial Evolutionary Algorithm for automatic data clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Rotation and translation selective Pareto optimal solution to the box-pushing problem by mobile robots using NSGA-II.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Swarm Intelligence Algorithms for Data Clustering.
Proceedings of the Soft Computing for Knowledge Discovery and Data Mining, 2008

Particle Swarm Optimization and Differential Evolution Algorithms: Technical Analysis, Applications and Hybridization Perspectives.
Proceedings of the Advances of Computational Intelligence in Industrial Systems, 2008

Swarm Intelligence Algorithms in Bioinformatics.
Proceedings of the Computational Intelligence in Bioinformatics, 2008

Synergy of PSO and Bacterial Foraging Optimization - A Comparative Study on Numerical Benchmarks.
Proceedings of the Innovations in Hybrid Intelligent Systems, 2008

Automatic Clustering Using an Improved Differential Evolution Algorithm.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2008

Automatic kernel clustering with a Multi-Elitist Particle Swarm Optimization Algorithm.
Pattern Recognition Letters, 2008

Stability of the chemotactic dynamics in bacterial foraging optimization algorithm.
Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008

An Adaptive Particle Swarm Optimizer Using Balanced Explorative and Exploitative Behaviors.
Proceedings of the SYNASC 2008, 2008

Inertia-Adaptive Particle Swarm Optimizer for Improved Global Search.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

Population-variance and explorative power of Harmony Search: An analysis.
Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008

Automatic Circle Detection on Images with Annealed Differential Evolution.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Automatic circle detection on images with an adaptive bacterial foraging algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Adaptive Computational Chemotaxis in Bacterial Foraging Algorithm.
Proceedings of the Second International Conference on Complex, 2008

Hardware Software Partitioning Problem in Embedded System Design Using Particle Swarm Optimization Algorithm.
Proceedings of the Second International Conference on Complex, 2008

The population dynamics of Differential Evolution: A mathematical model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Kernel-based clustering of image pixels with modified Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Analysis of reproduction operator in Bacterial Foraging Optimization Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
A swarm intelligence approach to the synthesis of two-dimensional IIR filters.
Eng. Appl. of AI, 2007

Kernel based automatic clustering using modified particle swarm optimization algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A closed loop stability analysis and parameter selection of the Particle Swarm Optimization dynamics for faster convergence.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Annealed Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Stability analysis of the ant system dynamics with non-uniform pheromone deposition rules.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

An Introduction to Soft Computing.
Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007

2006
Two-Dimensional IIR Filter Design with Modern Search Heuristics: a Comparative Study.
International Journal of Computational Intelligence and Applications, 2006

Spatial Information Based Image Segmentation Using a Modified Particle Swarm Optimization Algorithm.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

A Hybrid Rough Set--Particle Swarm Algorithm for Image Pixel Classification.
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006

Automatic Fuzzy Segmentation of Images with Differential Evolution.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Differential Evolution with Local Neighborhood.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Document Clustering Using Differential Evolution.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
An Improved Differential Evolution Scheme for Noisy Optimization Problems.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Design of Two-Dimensional IIR Filters Using an Improved DE Algorithm.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

An efficient evolutionary algorithm applied to the design of two-dimensional IIR filters.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Two improved differential evolution schemes for faster global search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Improving particle swarm optimization with differentially perturbed velocity.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Improved differential evolution algorithms for handling noisy optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005


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