NDLI: A self-adaptive Genetic Algorithm based on fuzzy mechanism

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2015 IEEE Congress on Evolutionary Computation (CEC)

2014 IEEE Congress on Evolutionary Computation (CEC)

2013 IEEE Congress on Evolutionary Computation

2012 IEEE Congress on Evolutionary Computation

2011 IEEE Congress of Evolutionary Computation (CEC)

IEEE Congress on Evolutionary Computation

2009 IEEE Congress on Evolutionary Computation

2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)

2007 IEEE Congress on Evolutionary Computation

A modified approach to speed up genetic-fuzzy data mining with divide-and-conquer strategy

Parallel PSO using MapReduce

Solving multiobjective clustering using an immune-inspired algorithm

Symbolic regression of discontinuous and multivariate functions by Hyper-Volume Error Separation (HVES)

Genetic programming-based clustering using an information theoretic fitness measure

Evolutionary data mining of digital logic and the effects of uncertainty

Implicit alternative splicing for genetic algorithms

An efficient Genetic Algorithm with uniform crossover for the multi-objective Airport Gate Assignment Problem

Toward automating EA configuration: the parent selection stage

Parameter calibration using meta-algorithms

Self-adaptation of mutation distribution in evolutionary algorithms

A fractal representation for real optimization

On the diversity of diversity

Efficient relevance estimation and value calibration of evolutionary algorithm parameters

Reducing computational complexity of estimating multivariate histogram-based probabilistic model

Estimation of distribution algorithms with niche separation mechanism

Bayesian inference in estimation of distribution algorithms

Hierarchical importance sampling instead of annealing

An ant-based algorithm for annular sorting

Experimental study of the adjustable parameters in basic ant colony optimization algorithm

The differential ant-stigmergy algorithm: an experimental evaluation and a real-world application

A boundary search based ACO algorithm coupled with stochastic ranking

Solving quadratic assignment problems with the cunning ant system

A comprehensive formal framework for analyzing the behavior of nature-inspired routing protocols

Evolutionary computation and economic time series forecasting

Modelling cost into a genetic algorithm-based portfolio optimization system by seeding and objective sharing

A realistic approach to evolutionary multiobjective portfolio optimization

Use of heuristic rules in evolutionary methods for the selection of optimal investment portfolios

Genetic network programming with sarsa learning and its application to creating stock trading rules

Bidding with memory in the presence of synergies: a genetic algorithm implementation

Continuous dynamic problem generators for evolutionary algorithms

Construction of surrogate model ensembles with sparse data

A simple and efficient multi-component algorithm for solving dynamic function optimisation problems

A local network neighbourhood artificial immune system for data clustering

Inventory management and the impact of anticipation in evolutionary stochastic online dynamic optimization

Improving memory’s usage in evolutionary algorithms for changing environments

Gene selection in cancer classification using PSO/SVM and GA/SVM hybrid algorithms

Grid-based evolutionary strategies applied to the conformational sampling problem

A novel fuzzy and multiobjective evolutionary algorithm based gene assignment for clustering short time series expression data

Efficient assembling of genome fragments using genetic algorithm enhanced by heuristic search

Evolving hypernetwork classifiers for microRNA expression profile analysis

Prediction of protein interactions by combining genetic algorithm with SVM method

An empirical evaluation of linkage learning strategies for multimodal optimization

Case-based reasoning and object-oriented data structures exploit biological analogs to generate virtual evolutionary linkages

A Simple Real-Coded Extended Compact Genetic Algorithm

A network design problem by a GA with linkage identification and recombination for overlapping building blocks

Likage identification by perturbation and decision tree induction

The limitations of distribution sampling for linkage learning

Evolvability and Redundancy in Shared Grammar Evolution

Specific crossover and mutation operators for a grouping problem based on interaction data in a regional science context

Graph design by graph grammar evolution

Calibrating strategies for evolutionary algorithms

Excluding the best and worst individuals from parent selection

Greedy transformation of evolutionary algorithm search spaces for scheduling problems

Covariance matrix repairing in Gaussian based EDAs

A versatile quantum-inspired evolutionary algorithm

Adaptive modelling strategy for continuous multi-objective optimization

Estimation of distribution algorithms for testing object oriented software

A comprehensive comparison between real population based tournament selection and virtual population based tournament selection

On the analysis of average time complexity of estimation of distribution algorithms

An ant colony optimizer for melody creation with baroque harmony

Convergence and rate of convergence of a foraging ant model

An ant system with steps counter for the job shop scheduling problem

An effective ant-based algorithm for the degree-constrained minimum spanning tree problem

Strategies for accelerating ant colony optimization algorithms on graphical processing units

Refined runtime analysis of a basic ant colony optimization algorithm

Stock trading rules using genetic network programming with actor-critic

Portfolio optimization using multi-obj ective genetic algorithms

Learning agents in a monopolistic competition framework

Applications of multi-objective evolutionary algorithms in economics and finance: A survey

Computational intelligence algorithms for risk-adjusted trading strategies

Classification rule mining for automatic credit approval using genetic programming

Uncertainties reducing Techniques in evolutionary computation

A collaborative model for tracking optima in dynamic environments

Noise-induced features in robust multi-objective optimization problems

On performance metrics and particle swarm methods for dynamic multiobjective optimization problems

An adaptive prudent-daring evolutionary algorithm for noise handling in on-line PMSM drive design

Using regression to improve local convergence

Case-base reduction for a computer assisted breast cancer detection system using genetic algorithms

Improving the performance of ICA based microarray data prediction models with genetic algorithm

Evolutionary algorithm to ab initio protein structure prediction with hydrophobic interactions

Comparing various evolutionary algorithms on the parameter optimization of the valine and leucine biosynthesis in corynebacterium glutamicum

Multi-population approach to approximate the development of neocortical networks

Microarray data prediction by evolutionary classifier ensemble system

Directed intervention crossover applied to bio-control scheduling

A hybrid genetic algorithm for constrained optimization problems in mechanical engineering

Constraint handling techniques for a non-parametric real-valued estimation distribution algorithm

Comparing bio-inspired algorithms in constrained optimization problems

A bi-population PSO with a shake-mechanism for solving constrained numerical optimization

Local search with quadratic approximation in Genetic Algorithms for expensive optimization problems

Multiple objective particle swarm for classification-rule discovery

Feature selection using Double Parallel Feedforward Neural Networks and Particle Swarm Optimization

On some symmetry based validity indices

Mining equalized association rules from multi concept layers of ontology using Genetic Network Programming

A genetic algorithm for solving the binning problem in networked applications detection

Simplified Polynomial Neural Network for classification task in data mining

Emergent (Re)optimization for stream queries in grids

Evolving cooperation in the non-iterated prisoner’s dilemma: A social network inspired approach

Decentralised car traffic control using message propagation optimized with a genetic algorithm

A framework for empirical evaluation of nature inspired routing protocols for wireless sensor networks

Evolutionary search for cellular automata that exhibit self-organizing properties induced by external perturbations

Performance variation due to interference among a large number of self-interested agents

Co-Evolutionary algorithms for evolving buyers> bidding strategies in an electrival power market

Evolutionary simulation of hedging pressure in futures markets

Repository method to suit different investment strategies

A Computational Intelligence Portfolio Construction System for Equity Market Trading

A polygon description based similarity measurement of stock market behavior

ALPS evaluation in financial portfolio optimisation

Self-Adaptive Niching CMA-ES with Mahalanobis Metric

Biasing mutations in cooperative coevolution

A study on social diffusive impacts of a novel car-navigation-system sharing individual information in Urban traffic systems

A simulative study of the roles of cultural transmission in language evolution

Genetic swarm grammar programming: Ecological breeding like a gardener

Building performance analysis supported by GA

Emergence of feedback in artificial gene regulatory networks

Evolving genetic regulatory networks for systems biology

Psim: a simulator for biomolecular dynamics based on P systems

Using the pareto frontier to detect deficiencies in a biological simulation model

Benchmarking evolutionary algorithms on convenience kinetics models of the valine and leucine biosynthesis in C. glutamicum

A neuro-fuzzy inference system to infer gene-gene interactions based on recognition of microarray gene expression patterns

Reliability-based optimization for multiple constraints with evolutionary algorithms

Trading on infeasibility by exploiting constraint’s criticality through multi-objectivization: A system design perspective

A multi-objective evolutionary algorithm for berth allocation in a container port

SAT-decoding in evolutionary algorithms for discrete constrained optimization problems

A good nodes set evolution strategy for constrained optimization

A novel general framework for evolutionary optimization: Adaptive fuzzy fitness granulation

Search space pruning and global optimization of multiple gravity assist trajectories with deep space manoeuvres

Optimizing low-thrust gravity assist interplanetary trajectories using evolutionary neurocontrollers

Comparison and integrated use of differential evolution and genetic algorithms for space trajectory optimisation

Optimal design for a NEO tracking spacecraft formation

Multi-objective optimisation on motorised momentum exchange tether for payload orbital transfer

A Time-Fuel optimal for spacecraft formation reconfiguration

An agent-based memetic algorithm (AMA) for solving constrained optimazation problems

Adaptive bargaining agents that negotiate optimally and rapidly

Double-deck Elevator Group Supervisory Control System using Genetic Network Programming with Ant Colony Optimization

Genetic Network Programming with control nodes

Solving decentralized multi-agent control problems with genetic algorithms

Evolving the best-response strategy to decide when to make a proposal

Estimation of distribution algorithm based on probabilistic grammar with latent annotations

Exact Bayesian network learning in estimation of distribution algorithms

Parallel BMDA with probability model migration

A Utile Function Optimizer

Over-Selection: An attempt to boost EDA under small population size

Influence of selection and replacement strategies on linkage learning in BOA

Sealability in evolved multi-agent systems

A new local search algorithm for continuous spaces based on army ant swarm raids

Stability analysis of the ant system dynamics with non-uniform pheromone deposition rules

Computational chemotaxis in ants and bacteria over dynamic environments

A hybrid ant colony optimization approach for the design of reliable networks

Cooperative coevolutionary algorithms for fuzzy vehicular routing problem: An analysis of efficiency vs. geographical distribution

Multiple solution search based on hybridization of real-coded evolutionary algorithm and quasi-newton method

On gray-coded binary representation for supporting a (repair-by-interpolation) genetic operator for constrained Optimization Problems

Comparative study with several GAs for optimal component arrangement in a circular consecutiev-k-out-of-n: F system

Enhanced differential evolution hybrid scatter search for discrete optimization

Experimental analysis of dynamic migration intervals on 0/1 knapsack problems

Evolutionary combinatorial optimization for recursive supervised learning with clustering

Efficient evolutionary algorithm for the vehicle routing problem with time windows: edge assembly crossover for the VRPTW

Species-based differential evolution with switching search strategies for multimodal function optimization

Optimization problem solving framework employing GAs with linkage identification over a grid environment

A Parallel evolutionary approach to multi-objective optimization

A bacterial swarming algorithm for global optimization

Adaptive farming strategies for dynamic economic environment

GA based FCMAC-BYY model for bank solvency analysis

Predicting impact of news on stock price: An evaluation of neuro fuzzy systems

Dynamic adjustment of age distribution in Human Resource Management by genetic algorithms

Approximate inference in dynamic possibilistic networks

A new constrained optimization evolutionary algorithm by using good point set

A lower-dimensional-search evolutionary algorithm and its application in constrained optimization problems

Evolution of classification rules for comprehensible knowledge discovery

Toward a winning GP strategy for continuous nonlinear dynamical system identification

Time-series infectious disease data analysis using SVM and genetic algorithm

Binary classification using parallel genetic algorithm

The boosting technique using correlation coefficient to improve time series forecasting accuracy

Multiobjective approach to categorical data clustering

Genetic programming - a tool for flexible rule extraction

Mining association rules from databases with continuous attributes using genetic network programming

A novel selection-learning algorithm for multi-satellite scheduling problems

Evolutionary algorithm based on topological sort for precedence constrained sequencing

Some aspects of parallel genetic algorithms with population re-initialization

Genetic programming - based controller design

A cost benefit operator for efficient multi level genetic algorithm searches

Using deferential evolution algorithm for the multi-objective optimization of a switched-current circuit

Range juggling for better convergence in genetic range genetic algorithms

Interactive Genetic Algorithms for User Interface Design

Emergence of cooperation supported by communication in a one-shot 2×2 game

Solving, rating and generating Sudoku puzzles with GA

Evolutionary optimization of parameters for distributed virtual environments

Neural-based agents cooperate to survive in the defend and gather computer game

A hybrid hopfield network-genetic algorithm approach for the lights-up puzzle

Self-organized over-clustering avoidance in tuple-space systems

Solving SAT problem with a multiagent evolutionary algorithm

Multi objective genetic algorithm based adaptive QoS routing in MANET

Enhanced prediction of protein cellular localization sites with genetic algorithm optimal kernel projection analysis

Concerning the potential of evolutionary support vector machines

Conditional independence based learning of bayesian classifiers guided by a variable ordering genetic search

A study on application of fitness inference method to PC-IGA

Behavior learning of multiple mobile robots based on spiking neural networks with a parallel genetic algorithm

Developing control table for multiple agents using GA-Based Q-learning with neighboring crossover

Evolutionary random neural ensembles based on negative correlation learning

Grammatical evolution guided by reinforcement

From real robot swarm to evolutionary multi-robot organism

Evolutionary robot vision for human tracking of partner robots in ambient intelligence

Trajectory generation based on a steady-state genetic algorithm for imitative learning of a partner robot

A biologically inspired approach for the control of the hand

Combine and compare evolutionary robotics and reinforcement Learning as methods of designing autonomous robots

Evolving neural network which control a robotic agent

Learning based gaits evolution for an AIBO dog

Mobile robot global localization using differential evolution and particle swarm optimization

Evolutionary robot vision and particle swarm optimization for Multiple human heads tracking of a partner robot

Compact GAs for neural network online training in tubular linear motor control

Towards evolving fault tolerant biologically inspired hardware using evolutionary algorithms

Evolving virtual reconfigurable circuit for a fault tolerant system

Multiobjective techniques for the use of state in genetic programming applied to simulated car racing

Effects of program simplification on simple building blocks in Genetic Programming

Type-2 GA-TSK fuzzy neural network

Multi-objective evolutionary Recurrent Neural Networks for system identification

Generic GA-based meta-level parameter optimization for pattern recognition systems

Evolving fuzzy classifiers using a symbiotic approach

Migration based parallel differential evolution learning in Asymmetric Subsethood Product Fuzzy Neural Inference System :A simulation study

Control of nonlinear systems with a linear state-feedback controller and a modified neural network tuned by genetic algorithm

Hybrid evolutionary algorithm for multilayer perceptron networks with competitive performance

A global-local hybrid Evolutionary Strategy (ES) for Recurrent Neural Networks (RNNs) in system identification

Bacterial foraging based identification of nonlinear dynamic system

A hierarchical fuzzy system with high input dimensions for forecasting foreign exchange rates

Fuzzy logic for priority based genetic search in evolving a neural network architecture

Pattern classification with a PSO optimization based elliptical basis function neural networks

An evolutionary modular neural network for unbalanced pattern classifications

A new Evolutionary Neural Network for forecasting net flow of a car sharing system

GA optimisation of Non-Singleton Fuzzy Logic System for ECG classification

A genetic ant colony optimization approach for concave cost transportation problems

Hybridisation of evolutionary programming and machine learning with k-nearest neighbor estimation

A Hybrid Evolutionary Algorithm With Simplex Local Search

Hybrid optimization using DIRECT, GA, and SQP for global exploration

LisBON: A framework for parallelisation and hybridisation of optimisation algorithms

Crew scheduling urban problem: an exact column generation approach improved by a genetic algorithm

An investigation into dynamic problem solving in a hybrid evolutionary market-based multi-agent system

Multi-agent System based Urban Traffic Management

Dynamic evolutionary algorithm with variable relocation vectors

Grid task scheduling algorithm R3Q for evolution strategies

A hybrid evolutionary approach to the university course timetabling problem

A closed loop stability analysis and parameter selection of the Particle Swarm Optimization dynamics for faster convergence

Acceleration of Experiment-Based Evolutionary Multi-objective Optimization of internal-combustion engine controllers using fitness estimation

Traffic signal control using fuzzy logic and evolutionary algorithms

An evolutionary computation approach to cognitive states classification

Applying GA to self-allotment of rewards in event-driven hybrid learning classifier systems

Using Evolution Strategies to perform stellar population synthesis for galaxy spectra from SDSS

A new Reduced Space Searching Algorithm (RSSA) and its application in optimal design of alloy steels

A DNA sequence design for molecular computation of HPP with output visualization based on real-time PCR

An improved readout method of molecular computation based on real-time PCR implemented on DNA Engine Opticon 2 System

Making the SAT decision Based on a DNA Computation

An implementation of Aqueous memory molecules with light responsive DNAs

Self-assembly of graphs

Evolving hypernetworks for pattern classification

Population diversity measure based on singular values of the distance matrix

Evolutionary algorithms and the Vertex Cover problem

Combining exhaustive search with evolutionary computation via computational resource allocation

Runtime analysis of (1+l) EA on computing unique input output sequences

A tight analysis of the (1 + 1)-EA for the single source shortest path problem

Evolutionary computation enabled game theory based modelling of electricity market behaviours and applications

A parametric study on differential evolution based on benchmark electromagnetic inverse scattering problem

Deterministic versus evolutionary optimisation methods for nonlinear robustness analysis of flight control laws

A new self adaptive differential evolution: Its application in forecasting the index of Stock Exchange of Thailand

Annealed Differential Evolution

Differential evolution in high-dimensional search spaces

Binary differential evolution strategies

A new PSO approach to constraint satisfaction

Theoretical derivation, analysis and empirical evaluation of a simpler Particle Swarm Optimiser

A new pheromone design in ACS for solving JSP

Particle swarm optimization with area extension (AEPSO)

A new hybrid Particle Swarm Optimization with wavelet theory based mutation operation

Initialising PSO with randomised low-discrepancy sequences: the comparative results

Control system design optimisation via genetic programming

Evolving tiles for automated self-assembly design

Target shape design optimization by evolving splines

Measuring complexity by measuring structure and organization

Double-deck elevator systems using Genetic Network Programming with reinforcement learning

A multi-layered solution for supporting isp traffic demand using genetic algorithm

Entropy-based Memetic Particle Swarm Optimization for computing periodic orbits of nonlinear mappings

A Memetic Algorithm for test data generation of Object-Oriented software

A behavioral-based meta-heuristic for robust global trajectory optimization

Training of Multi-Branch Neural Networks using RasID-GA

Investigating hybrids of evolutionary search and linear discriminant analysis for authorship attribution

A shared-memory ACO+GA hybrid for combinatorial optimization

Improving hypervolume-based multiobjective evolutionary algorithms by using objective reduction methods

Proposal of transmission line modeling using multi-objective optimization techniques

The sequential optimization-constraint multi-objective problem and its applications for robust planning of robot paths

Finding trade-off solutions close to KKT points using evolutionary multi-objective optimization

A simultaneous EMO for the solution of the multi-Multi-Objective Optimization Problem

Light beam search based multi-objective optimization using evolutionary algorithms

Anticipation mappings for learning classifier systems

Support vector machines for computing action mappings in learning classifier systems

An analysis of generalization in XCS with symbolic conditions

Improved natural crossover operators in GBIVIL

A recursive clustering methodology using a genetic algorithm

A learning classifier system with mutual-information-based fitness

Greedy Population Sizing for Evolutionary Algorithms

On the role of an evolutionary solution for the brachistochrone-problem

Real-coded ECGA for solving decomposable real-valued optimization problems

Performance tuning of genetic algorithms with reserve selection

A foundational study on the applicability of genetic algorithm to software engineering problems

An approximate gaussian model of Differential Evolution with spherical fitness functions

Quasi-oppositional Differential Evolution

Differential evolution for integer programming problems

Solving transportation bi-level programs with Differential Evolution

JADE: Self-adaptive differential evolution with fast and reliable convergence performance

Empirical testing on 3-Parents Differential Evolution (3PDE) for unconstrained function optimization

A novel binary differential evolution algorithm based on artificial immune system

Evolutionary multi-objective optimization of Particle Swarm Optimizers

Adaptive mufti-objective particle swarm optimization algorithm

Scatter PSO - A more effective form of Particle Swarm Optimization

Enhancing the NichePSO

Clonal particle swarm optimization and its applications

Hybrid particle swarm optimizer with tabu strategy for global numerical optimization

Robust tuning of modern power system stabilizers using Bacterial Foraging Algorithm

Efficient trade-off algorithm for hydrothermal power systems

Implementation of new evolutionary techniques for transmission loss reduction

Electricity reference price forecasting with Fuzzy C-means and Immune Algorithm

Optimal location of FACTS devices by a Bacterial Swarming Algorithm for reactive power planning

A Dual layered PSO Algorithm for evolving an Artificial Neural Network controller

Topology management in unstructured P2P networks using neural networks

Fitness Diversity Based Adaptive Memetic Algorithm for solving inverse problems of chemical kinetics

Fitness diversity based adaptation in Multimeme Algorithms:A comparative study

A genetic algorithm for the generalized traveling salesman problem

A study on the design issues of Memetic Algorithm

Memetic Algorithm based fuzzy clustering

A Genetic Algorithm with cycle representation and contraction digraph model for Guideway Network design of Personal Rapid Transit

An approach for multi-objective robust optimization assisted by response surface approximation and visual data-mining

Multiple sensors data integration using MFAM for mobile robot navigation

Use of a genetic algorithm in a distributed resource management software

Techniques for the design of molecules and combinatorial chemical libraries

Constrained genetic algorithm based independent component analysis

Evolutionary multi-objective optimization for generating artificial creature’s personality

A Genetic approach to search for glider guns in cellular automata

Asynchronous spatial evolutionary games: spatial patterns, Diversity and Chaos

Evolving neuromodulatory topologies for reinforcement learning-like problems

A game theory and bcc based flexible qos unicast routing scheme

Achieving environmental tolerance through the initiation and exploitation of external information

Extraction of hybrid trace features with evolutionary computation for face recognition

Using compression to understand the distribution of building blocks in genetic programming populations

Real time signature extraction from a supervised classifier system

Learnability in human gesture recognition for a partner robot based on computational intelligence

LS-Draughts - A Draughts Learning System based on genetic algorithms, neural network and temporal differences

The scalability of evolved on line bin packing heuristics

Genetic Programming for New Zealand CPI Inflation Prediction

Comparison of discriminatory pricing and uniform pricing rules in electricity markets using an agent model with risk consideration

MNFS-FPM: A novel memetic neuro-fuzzy system based financial portfolio management

Index fund optimization using a genetic algorithm and a heuristic local search algorithm on scatter diagrams

Stock market prediction of S&P 500 and DJIA using Bacterial Foraging Optimization Technique

A foreign exchange portfolio management mechanism based on fuzzy neural networks

Random search can outperform mutation

A rigorous view on neutrality

Linear selection

An improvement of the “quotient construction” method and further asymptotic results on the stationary distributions of the Markov chains modeling evolutionary algorithms

On improving approximate solutions by evolutionary algorithms

Plateaus can be harder in multi-objective optimization

A computational intelligence system based on memory consolidation model

GPES: An algorithm for evolving hybrid kernel functions of Support Vector Machines

A personalized approach to insulin regulation using brain-inspired neural sematic memory in diabetic glucose control

On the Fuzzy Cognitive Map attractor distance

Speech emotion recognition using auditory cortex

Simultaneous gradient and evolutionary neural network weights adaptation methods

Composite business processes: An evolutionary multi-objective optimization approach

An experimental evaluation of feedback loops in a business process mining genetic algorithm

Introducing user preference using Desirability Functions in Multi-Objective Evolutionary Optimisation of noisy processes

Context-aware task assignment in ubiquitous computing environment - A genetic algorithm based approach

Solving multimodal problems via multiobjective techniques with Application to phase equilibrium detection

Exploring knowledge and population swarms via an agent-based Cultural Algorithms Simulation Toolkit (CAT)

Optimization of warship degaussing decision based on poly-population particle swarm algorithm

Particle swarm optimization based neural-network model for hydro power plant dynamics

Multi-objective differential evolution (MODE) for optimization of supply chain planning and management

Optimal parameter setting of performance based regulation with reward and penalty

Conditional Value-at-Risk based mid-term generation operation planning in electricity market environment

Genetic programming approach for model structure determination of hydro turbine in closed loop operation

Hierarchical model parallel memetic algorithm in heterogeneous computing environment

A Memetic Algorithm configured via a problem solving environment for the Hamiltonian Cycle problems

A memetic algorithm for dynamic design of wireless sensor Networks

Development and validation of different hybridization strategies between GA and PSO

An empirical study on the specification of the local search application probability in multiobjective memetic algorithms

A new hybrid Self Organizing Migrating Genetic Algorithm for function optimization

SVMs ensemble for radar target recognition based on evolutionary feature selection

Evolutionary optimization of ship propulsion systems

Optimal model detection in distributed sensor networks using genetic-fuzzy clustering

Cooperative ant colony optimization for multisatellite resource scheduling problem

Distributed classifier migration in xcs for classification of electroencephalographic signals

Towards an immune system that solves CSP

How redundancy and neutrality may affect evolution on NK fitness landscapes

The effect of a stochastic step length on the performance of the differential evolution algorithm

Self-adaptive barebones differential evolution

Study of Operator’s adaptability and scale-up study for RAGA

Composite of support vector regression and evolutionary algorithms in car-rental revenue forecasting

Stock Price forecasting using PSO-trained neural networks

Using genetic algorithms to solve luggage typesetting problem

Non-separable fitness functions for evolutionary shape optimization benchmarking

Solving multi-contingency transient stability constrained optimal power flow problems with an improved GA

Measurement-based Load Modeling using Genetic Algorithms

Hybrid PSO/self-adaptive improved EP for economic dispatch with nonsmooth cost function

Locating voltage collapse points using evolutionary computation techniques

An effective method for total transfer capability calculation

TS-based generation and transmission maintenance scheduling

Cryptanalysis of Pointcheval’s identification scheme using ant colony optimization

A hybrid genetic algorithm for multiobjective structural optimization

Design for manufacture of optimal compliant topologies with honeycomb continuum representation

Enabling generative behavior within an interactive evolutionary design system using a component-based representation

Design for self-organizing fuzzy neural networks using a novel hybrid learning algorithm

Integrated-optimal design of airplane and flight control using genetic algorithms

A new elitist multi-objective stochastic search technique and its application to economic-emission dispatch problem in power systems

A memetic co-evolutionary differential evolution algorithm for constrained optimization

Hybridization of SBX based NSGA-II and sequential quadratic programming for solving multi-objective optimization problems

A hybrid multi-objective optimization procedure using PCX based NSGA-II and sequential quadratic programming

Adaptive parameter setting for a multi-objective particle swarm optimization algorithm

On the adaptation of noise level for stochastic optimization

A simple genetic algorithm for music generation by means of algorithmic information theory

Projection-based local search operator for multiple equality constraints within genetic algorithms

Designing memetic algorithms for real-world applications using self-imposed constraints

A solution method employing a multi-objective genetic algorithm to search for pareto solutions of series-parallel system component allocation problem

Multi-objective optimization with cross entropy method: Stochastic learning with clustered pareto fronts

Improved MOCLPSO algorithm for environmental/economic dispatch

Constraint handling in multi-objective evolutionary optimization

MOGA-based time-cost tradeoffs: Responsiveness for project uncertainties

A multiobjective non-linear dynamic programming approach for optimal biological control in soy farming via NSGA-II

Indicator-based multi-objective local search

NEMO: neural enhancement for multiobjective optimization

Generalization of HSO algorithm for computing hypervolume for multiobjective optimization problems

Obtaining Better Non-Dominated Sets Using Volume Dominance

A primal-dual multiobjective evolutionary algorithm for approximating the efficient set

Cross-searching strategy for multi-objective particle swarm optimization

Multiobjective algorithms to optimize broadcasting parameters in mobile Ad-hoc networks

A new multi-objective evolutionary algorithm based on convex hull for binary classifier optimization

Integrated radiation optimization: inspired by the gravitational radiation in the curvature of space-time

Multi-objective optimization approach to the PI tuning problem

Dynamic swarms in PSO-based multiobjective optimization

A cooperative coevolutionary algorithm for multiobjective particle swarm optimization

IPGA based multi-objective compatible control algorithm and its application in oversaturated adjacent intersection control

Three-dimensional offline path planning for UAVs using multiobjective evolutionary algorithms

Incrementally maximising hypervolume for selection in multi-objective evolutionary algorithms

Towards the best points of interpolation using particles swarm optimisation approach

Multi-sub-swarm particle swarm optimization algorithm for multimodal function optimization

A new particle swarm optimization based algorithm for solving shortest-paths tree problem

Problem solving by intelligent water drops

Optimized fuzzy clustering by predator prey particle swarm optimization

An experimental study of the emergent behaviors of self-organized agent communities

Barebones particle swarm methods for unsupervised image classification

Identification of nonlinear systems using particle swarm optimization technique

Particle swarm optimization based on the concept of tabu search

Dispersion and velocity indices for observing dynamic behavior of particle swarm optimization

A novel intelligent particle optimizer for global optimization of multimodal functions

Adaptive control of acceleration coefficients for particle swarm optimization based on clustering analysis

A novel discrete particle swarm optimization to solve traveling salesman problem

Performance improvement of particle swarm optimization for high-dimensional function optimization

A Simple Diversity Guided Particle Swarm Optimization

Task allocation using inherited area density multiobjective particle Swarm Optimization

Workflow scheduling in grids: an ant colony optimization approach

Particle swarm optimization for optimal deployment of relay nodes in hybrid sensor networks

Crowd control with swarm intelligence

Pareto archived PSO optimization for time-cost tradeoff analysis

A particle swarm optimization-based approach for hyperspectral band selection

An improved particle swarm optimizer with momentum

Reliability evaluation of power-generating systems including time-dependent sources based on binary particle swarm optimization

Efficient particle swarm optimization: a termination condition based on the decision-making approach

Job shop optimization through multiple independent particle swarms

Extended thymus action for improving response of AIS based NID system against malicious traffic

Consumer credit scoring using an artificial immune system algorithm

Solving multidimensional knapsack problems by an immune-inspired algorithm

An artificial immunity-based spam detection system

Pipeline defect detection and sizing based on MFL data using immune RBF neural networks

Immunity diversity based multi-agent intrusion detection

Emergent specialization in the extended multi-rover problem

Evolutionary synthesis of grasping through self-exploratory movements of a robotic hand

HiCEFS — A hierarchical coevolutionary approach for the dynamic generation of fuzzy system

Structural learning of neural networks by differential evolution with degeneration using mappings

Training type-2 Fuzzy System by particle swarm optimization

Improving generalization capability of neural networks based on simulated annealing

Hybrid quantum probabilistic coding genetic algorithm for large scale hardware-software co-synthesis of embedded systems

Fitness inheritance in evolutionary and multi-objective high-level synthesis

A local analysis of an incremental evolutionary tool for processor diagnosis

Co-evolution of test programs and stimuli vectors for testing of embedded peripheral cores

Design of analog all-pass filters with equal-ripple group delay frequency response

Automated design of a MEMS resonator

Problem decomposition for minimum interference frequency assignment

A histogram-matching approach to the evolution of bin-packing strategies

Variable depth search and iterated local search for the node placement problem in multihop WDM lightwave networks

A dual population genetic algorithm with evolving diversity

Differential evolution for high-dimensional function optimization

An effective genetic algorithm to improve wireless sensor network lifetime for large-scale surveillance applications

SoC-based implementation for modular exponentiation using evolutionary addition chains

Intrusion detection using a hybridization of evolutionary fuzzy systems and artificial immune systems

Preventing selfish behavior in Ad Hoc networks

Heuristic search for non-linear cryptanalytic approximations

A genetic algorithm for computing the k-error linear complexity of cryptographic sequences

An approach to feature selection for keystroke dynamics systems based on PSO and feature weighting

Differential evolution with adaptive parameter setting for multi-objective optimization

Performance assessment of Generalized Differential Evolution 3 (GDE3) with a given set of problems

Multi-objective optimization based on self-adaptive differential evolution algorithm

Multiple trajectory search for multiobjective optimization

Differential evolution for multiobjective optimization with self adaptation

A new performance metric for multiobjective optimization: the integrated sphere counting

Evolving Quadruped Gaits with a Heterogeneous Modular Robotic System

On the robustness analysis of nonlinear systems subject to time-invariant and/or time-varying uncertainty

On human competitiveness of the evolved agent operating a scale model of a car

An evolutionary approach for autonomous robotic tracking of dynamic targets in healthcare environments

Interactive learning of consensus sequences in genetic programming for evolution of snake-like robot

Evolutionary motion inverse kinematics

On the evolution of altruistic behavior in asynchronous environments

State evaluation strategy for exemplar-based policy optimization of dynamic decision problems

Irreducible complexity in a genetic algorithm

Attraction and cooperation in space

Emergence of small-world networks via local interaction using prisoner’s dilemma game

The critical point when prisoners meet the minority: local and global dynamics in mixed evolutionary games

AIS for misbehavior detection in wireless sensor networks: Performance and design principles

Comments on real-valued negative selection vs. real-valued positive selection and one-class SVM

Comparison of a multi-layered artificial immune system with a kohonen network

Applying artificial immune systems to real-time embedded systems

Immune genetic programming based on register-stack structure

WAIRS: improving classification accuracy by weighting attributes in the AIRS classifier

Integrating planning and scheduling based on genetic algorithms to an workflow system

An investigation of hyper-heuristic search spaces

A hybrid evolutionary algorithm for the vehicle and crew scheduling problem in public transit

A genetic algorithm for lot sizing optimization with a capacity loading criterion

An empirical performance evaluation of a parameter-free genetic algorithm for job-shop scheduling problem

Modified genetic algorithm for job-shop scheduling: A gap utilization technique

Direct search for wave operator by a Genetic Algorithm (GA): Route to few eigenvalues of a Hamiltonian

A Simulated Evolution-Tabu search hybrid metaheuristic for routing in computer networks

DE-AEC: A differential evolution algorithm based on adaptive evolution control

A distributed co-evolutionary particle swarm optimization algorithm

Parallel learning in heterogeneous multi-robot swarms

Surrogate based EA for expensive optimization problems

Initial results with EpiSwarm, a Swarm-based system investigating genetic epistasis

A guided genetic algorithm for learning gene regulatory networks

The genetic algorithm scheme for consensus sequences

The significance of thermodynamic models in the accuracy improvement of RNA secondary structure prediction using permutation-based simulated annealing

An evolutionary progressive multiple sequence alignment

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2006 IEEE International Conference on Evolutionary Computation

2005 IEEE Congress on Evolutionary Computation

Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753)

The 2003 Congress on Evolutionary Computation, 2003. CEC '03.

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)

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Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406)

A self-adaptive Genetic Algorithm based on fuzzy mechanism

Content Provider	IEEE Xplore Digital Library
Author	Hu, X.B. Wu, S.F.
Copyright Year	2007
Description	Author affiliation: Univ. of Sussex, Brighton (Hu, X.B.)
Abstract	This paper presents a novel self-adaptive Genetic Algorithm (GA) based on fuzzy mechanism, aiming to improve both the optimizing capability and the convergence speed. Some key factors affecting the performance of GAs are identified and analyzed, and their influences on the optimizing capability and the convergence speed are further elaborated, which are usually difficult to be described with explicit mathematical formulas. Using fuzzy mechanism, a set of fuzzy rules are used to model their complicated relationships, in order to effectively direct the online self-adaptive adjustments, such as changing the crossover and mutation probabilities, and thus to improve the optimizing capability and convergence speed. Numerical simulation tests for a typical optimization problem illustrate the advantages of the new GA against another self-adaptive GA which is based on explicit mathematical modeling of the key factors.
Starting Page	4646
Ending Page	4652
File Size	331141
Page Count	7
File Format	PDF
ISBN	9781424413393
DOI	10.1109/CEC.2007.4425081
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-09-25
Publisher Place	Singapore
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Genetic algorithms Evolutionary computation
Content Type	Text
Resource Type	Article

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