NDLI: Augmented negative selection algorithm with variable-coverage detectors

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2015 IEEE Congress on Evolutionary Computation (CEC)

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2005 IEEE Congress on Evolutionary Computation

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

Volume 2 - 2004

Volume 1 - 2004

Proceedings of the 2004 Congress on Evolutionary Computation CEC2004 - Title

Preface to the proceedings [CEC2004]

CEC2004 Technical Review Panel

The future of cooperation

How powerful is your evolutionary algorithm?

Emergent design: opportunities for agent-based and evolutionary computation

You are what you eat: dinner in high temperature ecosystems

2004 Pioneer Award - Richard M. Friedberg

Table of contents

Neural network regularization and ensembling using multi-objective evolutionary algorithms

A fuzzy-optima definition based multiobjective optimization of a racing car tyre-suspension system

PAMUC II for multicriteria optimization of mechanical designs with expert rules

Dominance measures for multi-objective simulated annealing

Evolution to the Xtreme: evolving evolutionary strategies using a meta-level approach

Convergence time for the linkage learning genetic algorithm

An analysis of evolutionary gradient search

Cauchy annealing schedule: an annealing schedule for Boltzmann selection scheme in evolutionary algorithms

Optimization algorithm using multi-agents and reinforcement learning

Understanding the role of insertion and correction in the evolution of Golomb rulers

A hybrid algorithm for k-medoid clustering of large data sets

Multiobjective parsimony enforcement for superior generalisation performance

Recent advances in particle swarm

A particle swarm model for tracking multiple peaks in a dynamic environment using speciation

The automatic generation of programs for classification problems with grammatical swarm

Vulnerability analysis of AIS-based intrusion detection systems via genetic and particle swarm red teams

Scripting the game of Lemmings with a genetic algorithm

Evolutionary behavior testing of commercial computer games

On the evolution of corewar warriors

Using a genetic algorithm to tune first-person shooter bots

Utilizing an island model for EA to preserve solution diversity for inferring gene regulatory networks

A memetic inference method for gene regulatory networks based on S-Systems

On genetic programming and knowledge discovery in transcriptome data

An EA framework for biclustering of gene expression data

Finding multi-objective paths in stochastic networks: a simulation-based genetic algorithm approach

An evolutionary approach for finding optimal automatic vehicle identification reader locations in transportation networks

Local dominance using polar coordinates to enhance multiobjective evolutionary algorithms

Insights on properties of multiobjective MNK-landscapes

Vector evaluated differential evolution for multiobjective optimization

Molecular force field parametrization using multi-objective evolutionary algorithms

NFL theorem is unusable on structured classes of problems

No more lunch: analysis of sequential search

No-Free-Lunch theorems and the diversity of algorithms

Effects of phenotypic feedback and the coupling of genotypic and phenotypic spaces in genetic searches

A comparison of the robustness of evolutionary computation and random walks

Differing mathematical perspectives of genotype space in combinatorial problems: metric spaces vs pretopological spaces

Evolving algorithms for constraint satisfaction

Recurrent distributed constraint satisfaction via genetic and evolutionary societies of hill-climbers

Grouping-based evolutionary algorithm: seeking balance between feasible and infeasible individuals of constrained optimization problems

A simple elitist genetic algorithm for constrained optimization

Constrained optimization problem solving using estimation of distribution algorithms

A genetic algorithm applied to graph problems involving subsets of vertices

A hybrid swarm optimizer for efficient parameter estimation

A new stochastic particle swarm optimizer

A quantum particle swarm optimization

Particle swarm optimization with particles having quantum behavior

Noisy optimization problems - a particular challenge for differential evolution?

Probability and dynamics in the particle swarm

The impact of noise on iterated prisoner's dilemma with multiple levels of cooperation

PSO approaches to coevolve IPD strategies

Learning versus evolution in iterated prisoner's dilemma

A decision making framework for game playing using evolutionary optimization and learning

Fingerprints: enabling visualization and automatic analysis of strategies for two player games

Evolution of strategies in modified sequential assessment games

Supporting implicit learning via the visualisation of COGA multi-objective data

PASSSS: an implementation of a novel diversity strategy for handling constraints

Morphogenesis and structural design: cellular automata representations of steel structures in tall buildings

An application of graph based evolutionary algorithms for diversity preservation

Quantitative trait loci based solution of an inverse radiation heat transfer problem

Interactive evolutionary design of anthropomorphic symbols

Performance evaluation of simple multiobjective genetic local search algorithms on multiobjective 0/1 knapsack problems

Effects of elitism and population climbing on multiobjective MNK-landscapes

Pareto optimal sensing strategies for an active vision system

Fitness evaluation using generalized data envelopment analysis in MOGA

An investigation on the roles of insertion and deletion operators in tree adjoining grammar guided genetic programming

Grammar model-based program evolution

A new technique for dynamic size populations in genetic programming

Experiments with explicit for-loops in genetic programming

Anomaly detection based on unsupervised niche clustering with application to network intrusion detection

Issues in evolving GP based classifiers for a pattern recognition task

Genetic algorithm optimization of a convolutional neural network for autonomous crack detection

Interactive inversion of financial markets agent-based models

Particle swarm optimization with adaptive linkage learning

Particle swarm optimization for sequencing problems: a case study

Supervisor-student model in particle swarm optimization

Randomized directed neighborhoods with edge migration in particle swarm optimization

Using evolutionary algorithms to suggest variable transformations in linear model lack-of-fit situations

Symbolic regression modeling of blown film process effects

A comparative study of coolant flow optimization on a steel casting machine

Optimisation of the high efficiency deep grinding process with fuzzy fitness function and constraints

Investigating issues in the reconstructability of genetic regulatory networks

Speciated GA for optimal ensemble classifiers in DNA microarray classification

Using stacking-energies (INN and INN-HB) for improving the accuracy of RNA secondary structure prediction with an evolutionary algorithm - a comparison to known structures

Parameter optimization of an evolutionary algorithm for RNA structure discovery

Feature extraction using coevolutionary genetic programming

An empirical study on the performance of factorial design based crossover on parametrical problems

HW-SW partitioning based on genetic algorithm

Evolution of emergent behaviors for shooting game characters in Robocode

Robust, reversible, nano-scale, femto-second-switching circuits and their evolution

Nonlinear system identification based on evolutionary fuzzy modeling

Investigating organizational strategic inertia using a particle swarm model

Heuristics for a general scheduling problem

Fast immunized evolutionary programming

Using SAT scores as predictors for future academic success

Self-adaptive routing based on learning classifier systems

Functional localization of genetic network programming and its application to a pursuit problem

Visualizing information in an interactive evolutionary design process

Effect of crossover operators under multirecombination: weighted tardiness, a test case

Some discussions about MOGAs: individual relations, non-dominated set, and application on automatic negotiation

Genetic network programming with automatically generated variable size macro nodes

Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation

Multi-objective evolutionary search performance with explicit building-block sizes for NPC problems

A hybrid intelligent system approach for improving the prediction of real world time series

Enhancement of the shifting balance genetic algorithm for highly multimodal problems

Comparing direct and developmental encoding schemes in artificial evolution: a case study in evolving lens shapes

Evolvable controllers with hierarchical structure

Varying sample sizes for the co-evolution of heterogeneous agents

Comparing performance of binary-coded detectors and constraint-based detectors

Autonomous agent response learning by a multi-species particle swarm optimization

Talent based social algorithm for optimization

A novel concurrent particle swarm optimization

Optimized wavelet hand pose estimation for American sign language recognition

An evolutionary algorithm for solving parameter identification problems in elliptic systems

Imitating success: a memetic crossover operator for genetic programming

"MULTI-MOD": a PC based software system for controlling an artificial brain containing 10,000 evolved neural net modules

A novel quantum evolutionary algorithm and its application

Real-coded GA with multimodal uniform distribution

Evolving sparse direction maps for maze pathfinding

Design of rationality-based computing middleware: a preliminary study

A fuzzy-logic based evolutionary multiobjective approach for automated distribution networks management

Exploring a financial product model with a two-population genetic algorithm

Rotation-invariant appearance based maps for robot navigation using an artificial immune network algorithm

A local analysis of the genotype-fitness mapping in hardware optimization problems

A comparison of two mutation operators for the path planning problem

Evolution strategies based particle filters for state and parameter estimation on nonlinear models

Evolving document features for Web document clustering: a feasibility study

Behavior selection and learning for synthetic character

Expected runtimes of evolutionary algorithms for the Eulerian cycle problem

Analysis of encoding in 1+1-EA

The curse of high-dimensional search spaces: observing premature convergence in unimodal functions

Scuba search: when selection meets innovation

Evaluating a hybrid encoding and three crossover operators on the constrained portfolio selection problem

Evolutionary building of stock trading experts in a real-time system

Setting up performance surface of an artificial neural network with genetic algorithm optimization: in search of an accurate and profitable prediction of stock trading

Predicting the tick-wise price fluctuations by means of evolutionary computation

Co-evolutionary particle swarm optimization for min-max problems using Gaussian distribution

Particle swarm optimization for adaptive IIR filter structures

Ocean color inversion by particle swarm optimization

Evolving neural networks using swarm intelligence for binmap classification

An evolutionary approach for interactive computer games

Hamilton's rule applied to reciprocal altruism

Ayo, the Awari player, or how better representation trumps deeper search

Cellz: a simple dynamic game for testing evolutionary algorithms

Radial basis function neural network optimized by a genetic algorithm for soybean protein sequence residue spatial distance prediction

Force field approximation using artificial neural networks

A pharmacophore-based evolutionary approach for screening estrogen receptor antagonists

An artificial immune system strategy for robust chemical spectra classification via distributed heterogeneous sensors

Assessing the performance of two immune inspired algorithms and a hybrid genetic algorithm for function optimisation

Parameter-free, adaptive clonal selection

An intrusion detection system using ideas from the immune system

Non-Euclidean distance measures in AIRS, an artificial immune classification system

An immune algorithm with hyper-macromutations for the Dill's 2D hydrophobic-hydrophilic model

Augmented negative selection algorithm with variable-coverage detectors

Evolutionary testing as both a testing and redesign tool: a study of a shipboard firemain's valve and pump controls

Interactive exploratory data analysis

An instantaneous memetic algorithm for illumination correction

Tuning search algorithms for real-world applications: a regression tree based approach

The force model: concept, behavior, interpretation

Automated selection of vision operator libraries with evolutionary algorithms

An evolutionary generation scheduling in an open electricity market

Solving dynamic tardiness problems in single machine environments

Solving capacitated vehicle routing problems using edge histogram based sampling algorithms

A genetic exploration of dynamic load balancing algorithms

Genetic list scheduling for soft real-time parallel applications

Evolutionary algorithms based on machine learning accelerate mathematical function optimization but not neural net evolution

Wireless access point configuration by genetic programming

Evolved gate arrays for image restoration

Synthesizing complex multimedia network topologies using an evolutionary approach

Object transportation by two humanoid robots using cooperative learning

Honeybee search strategies: adaptive exploration of an information ecosystem

[Inside back cover - blank]

CEC2004 Portland, Oregon June 19 - 23, 2004 - Back Cover

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

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

Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546)

Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512)

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

Augmented negative selection algorithm with variable-coverage detectors

Content Provider	IEEE Xplore Digital Library
Author	Zhou Ji Dasgupata, D.
Copyright Year	2004
Description	Author affiliation: St. Jude Children's Res. Hosp., Memphis, TN, USA (Zhou Ji)
Abstract	An augmentation of negative selection algorithm is developed featuring detectors that have variable coverage. While the detectors can have different kinds of variable properties in the light of this concept, the paper mainly describes the experiments of variable-sized detectors in real-valued space. Effects of the two main control parameters, self radius and expected coverage, are discussed and experimented with both synthesized and real-world datasets. The approach improves efficiency and reliability without compromising the order of magnitude of complexity.
Sponsorship	IEEE Neural Network Soc. Evolutionary Programming Soc. IEE
Starting Page	1081
Ending Page	1088
File Size	456235
Page Count	8
File Format	PDF
ISBN	0780385152
DOI	10.1109/CEC.2004.1330982
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-06-19
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Detectors Euclidean distance Hospitals Control system synthesis Network synthesis Computer networks Artificial immune systems Training data Hamming distance Testing
Content Type	Text
Resource Type	Article

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