NDLI: Incorporating expert knowledge in object-oriented genetic programming

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Deep learning and cultural evolution

A PSO approach for software project planning

Artificial immune systems in the context of autonomic computing: integrating design paradigms

Lifetimes of migration

Prediction of detectable peptides in MS data using genetic programming

A multi-population genetic algorithm for procedural generation of levels for platform games

Estimation of distribution algorithms based on n-gramstatistics for sequencing and optimization

An algorithm for evolving multiple quantum operators for arbitrary quantum computational problems

Use EMO to protect sensitive knowledge in association rule mining by adding items

Uncovering communities in multidimensional networks with multiobjective genetic algorithms

An indicator-based chemical reaction optimization algorithm for multi-objective search

Nu-life: spontaneous dynamic hierarchical organization in a non-uniform "life-like" cellular automata

Getting you faster to work: a genetic algorithm approach to the traffic assignment problem

Efficient interleaved sampling of training data in genetic programming

An artificial ecosystem algorithm applied to the travelling salesman problem

GPU-based massively parallel quantum inspired genetic algorithm for detection of communities in complex networks

Darwin: a ground truth agnostic CAPTCHA generator using evolutionary algorithm

An adaptive memetic agorithm based on multiobjecitve optimization for software next release problem

Fate agent evolutionary algorithms with self-adaptive mutation

Onemax helps optimizing XdivK:: theoretical runtime analysis for RLS and EA+RL

Introduction to genetic algorithms

Evolution strategies and CMA-ES (covariance matrix adaptation)

Cellular genetic algorithms

Reusing learned functionality in XCS: code fragments with constructed functionality and constructed features

Dynamic learning of heart sounds with changing noise: an ais-based multi-agent model using systemic computation

Effects of personality decay on collective movements

EA stability visualization: perturbations, metrics and performance

Scripting and framework integration in heuristic optimization environments

A probabilistic pareto local search based on historical success counting for multiobjective optimization

Efficiency enhancements for evolutionary capacity planning in distribution grids

A comparison of antenna placement algorithms

Enforcing corporate security policies via computational intelligence techniques

Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions

Classification of EEG signals using a novel genetic programming approach

A mathematical model of a cold rolling mill by symbolic regression alpha-beta

Automated design of algorithms and genetic improvement: contrast and commonalities

Structural stigmergy: a speculative pattern language for metaheuristics

NSGA-II implementation details may influence quality of solutions for the job-shop scheduling problem

Women@GECCO 2014

Bridging natural and artificial evolution

Introducing particle swarm optimization into a genetic algorithm to evolve robot controllers

Adapting to dynamically changing noise during learning of heart sounds: an AIS-based approach using systemic computation

Incremental evolution of HERCL programs for robust control

A semantic expert system for the evolutionary design of synthetic gene networks

Evolutionary approaches to evolve AI scripts for a RTS game

Complexity of model learning in EDAs: multi-structure problems

A mathematically derived number of resamplings for noisy optimization

Inferring automata-based programs from specification with mutation-based ant colony optimization

A variable kernel function for hybrid unsupervised kernel regression

Non-dominated sorting differential evolution with improved directional convergence and spread for multiobjective optimization

Toward organogenesis of artificial creatures

Novel virtual fitness evaluation framework for fitness landscape learning evolutionary computation

Evolved nonlinear predictor functions for lossless image compression

Risk aversion and mobility in the public goods game

Completely hide sensitive association rules using EMO by deleting transactions

Software refactoring under uncertainty: a robust multi-objective approach

Reinforcement learning for adaptive operator selection in memetic search applied to quadratic assignment problem

NM landscapes: beyond NK

Genetic programming: a tutorial introduction

Constraint-handling techniques used with evolutionary algorithms

Artificial immune systems for optimisation

Rule networks in learning classifier systems

A genetic based scheduling approach of real-time reconfigurable embedded systems

An efficient fitness-based stagnation detection method for particle swarm optimization

On the visualization of trade-offs and reducibility in many-objective optimization

Working with OpenCL to speed up a genetic programming financial forecasting algorithm: initial results

Evolutionary synthesis of dynamical systems: the past, current, and future

Reinforcement learning based energy efficient LTE RAN

Hyper-heuristic genetic algorithm for solving frequency assignment problem in TD-SCDMA

On botnet behaviour analysis using GP and C4.5

On the application of GP to streaming data classification tasks with label budgets

Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation

Predict the performance of GE with an ACO based machine learning algorithm

A step size based self-adaptive mutation operator for evolutionary programming

Tagging in metaheuristics

Some measurements on the effects of the curse of dimensionality

Applications of program synthesis to end-user programming and intelligent tutoring systems

Fitness proportionate selection based binary particle swarm optimization

High-level behavior regulation for multi-robot systems

Evolving small GRNs with a top-down approach

A methodology for designing emergent literary backstories on non-player characters using genetic algorithms

A two-level hierarchical EDA using conjugate priori

SEA: an evolutionary algorithm based on spherical inversions

Combinatorial optimization with differential evolution: a set-based approach

Time-series forecasting with evolvable partially connected artificial neural network

Meta-level multi-objective formulations of set optimization for multi-objective optimization problems: multi-reference point approach to hypervolume maximization

Deep learning through generative and developmental system

The creation and facilitation of speech and language therapy sessions for individuals with aphasia

Predict the success or failure of an evolutionary algorithm run

The structure of an 8-state finite transducer representation for prisoner's dilemma

Distributed multi-robot search in the real-world using modified particle swarm optimization

Learning from evolved next release problem instances

Multi-sample evolution of robust black-box search algorithms

Introduction to evolution strategies

Blind no more: constant time non-random improving moves and exponentially powerful recombination

Generative and developmental systems tutorial

The effect of communication on the evolution of cooperative behavior in a multi-agent system

Selecting evolutionary operators using reinforcement learning: initial explorations

Initial experiments in visualization of empirical attainment function differences using maximum intensity projection

Distributed optimization on super computers: case study on software architecture optimization framework

Design optimization of MEMS using constrained multi-objective evolutionary algorithm

Balancing performance, resource efficiency and energy efficiency for virtual machine deployment in DVFS-enabled clouds: an evolutionary game theoretic approach

A real-world employee scheduling and routing application

Evolutionary based moving target cyber defense

An evaluation of particle swarm optimization techniques in segmentation of biomedical images

Genetic programming with data migration for symbolic regression

A problem configuration study of the robustness of a black-box search algorithm hyper-heuristic

Metaheuristic design pattern: candidate solution repair

A fast genetic algorithm for the flexible job shop scheduling problem

Under-informed momentum in PSO

Evolving prediction machines: collective behaviors based on minimal surprisal

iSYN: de novo drug design with click chemistry support

Control of non player characters in a medical learning game with Monte Carlo tree search

Hyper-heuristics, grammatical evolution and the capacitated vehicle routing problem

Novelty-organizing classifiers applied to classification and reinforcement learning: towards flexible algorithms

Evolutionary many-objective optimization using preference on hyperplane

A novel genetic algorithm based on partitioning for large-scale network design problems

CityBreeder: city design with evolutionary computation

Enhancing the differential evolution with convergence speed controller for continuous optimization problems

Using evolutionary techniques to analyze the security of quantum key distribution protocols

Building algorithm portfolios for memetic algorithms

Evolutionary computation: a unified approach

Expressive genetic programming

Evolutionary image analysis and signal processing

Modeling the information propagation in an email communication network using an agent-based approach

Improving the quality of supervised finite-state machine construction using real-valued variables

Hyperion2: a toolkit for {meta-, hyper-} heuristic research

Epsilon constrained method for constrained multiobjective optimization problems: some preliminary results

A survey on sustainability in ICT: a computing perspective

On the role of multi-objective optimization in risk mitigation for critical infrastructures with robotic sensor networks

Classification and characterisation of movement patterns during levodopa therapy for parkinson's disease

Identification and prediction using symbolic regression alpha-beta: preliminary results

Benchmarks that matter for genetic programming

Metaheuristics in nature-inspired algorithms

Genetic algorithms for evolving deep neural networks

Multi-swarm particle swarm optimization with multiple learning strategies

Minimal variable quantum decision makers for robotic control

On the effectiveness of genetic algorithms for the multidimensional knapsack problem

Differential evolution (DE) for multi-objective feature selection in classification

MOEA/D with a delaunay triangulation based weight adjustment

A novel genetic algorithm based on the life cycle of dictyostelium

Comparison of linear genetic programming variants for symbolic regression

Detection and estimation of unmodeled narrowband nonstationary signals: application of particle swarm optimization in gravitational wave data analysis

On the locality of neural meta-representations

GECCO 2014 tutorial on evolutionary multiobjective optimization

Parameterized complexity analysis of evolutionary algorithms

Decomposition and cooperative coevolution techniques for large scale global optimization

A study on the configuration of migratory flows in island model differential evolution

Multi-core GE: automatic evolution of CPU based multi-core parallel programs

A scalable symbolic expression tree interpreter for the heuristiclab optimization framework

Noise-aware evolutionary TDMA optimization for neuronal signaling in medical sensor-actuator networks

A template for designing single-solution hybrid metaheuristics

A modified gravitational search algorithm for continuous optimization

An ant colony optimization for solving a hybrid flexible flowshop

General intelligence through prolonged evolution of densely connected neural networks

On the interrelationships between knees and aggregate objective functions

Ancestral networks in evolutionary algorithms

Universal information distance for genetic programming

Semi-fragile watermark design for detecting illegal two-dimensional barcodes by evolutionary multi-objective optimization

Representations for evolutionary algorithms

Black-box complexity: from complexity theory to playing mastermind

Evolutionary search algorithms for protein modeling: from de novo structure prediction to comprehensive maps of functionally-relevant structures of protein chains and assemblies

Parameter tuning in quantum-inspired evolutionary algorithms for partitioning complex networks

A genetic programming problem definition language code generator for the epochX framework

Data based prediction of cancer diagnoses using heterogeneous model ensembles: a case study for breast cancer, melanoma, and cancer in the respiratory system

The executable experimental template pattern for the systematic comparison of metaheuristics: Extended Abstract

Bat-inspired optimization approach applied to jiles-atherton hysteresis parameters tuning

An improved artificial bee colony algorithm for clustering

Hybridization of NSGA-II with greedy re-assignment for variation tolerant logic mapping on nano-scale crossbar architectures

Search for the most reliable network of fixed connectivity using genetic algorithm

On improving grammatical evolution performance in symbolic regression with attribute grammar

Multi-objective optimization applied to systematic conservation planning and spatial conservation priorities under climate change

Statistical analysis for evolutionary computation: an introduction

Bioinspired computation in combinatorial optimization: algorithms and their computational complexity

Evolutionary bilevel optimization (EBO)

Developing morphological computation in tensegrity robots for controllable actuation

NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript

Metaheuristic design pattern: interactive solution presentation

Portfolio optimization using an integer genetic algorithm

Assessing different architectures for evolutionary algorithms in javascript

Evolving differential equations with developmental linear genetic programming and epigenetic hill climbing

Evolution of digital modulation schemes for radio systems

Particle swarm optimization

Theory of swarm intelligence

Introduction to evolutionary game theory

A reference points-based evolutionary algorithm for many-objective optimization

The 'representative' metaheuristic design pattern

Towards the automated generation of term-weighting schemes for text categorization

On dedicated evolutionary algorithms for large non-linear constrained optimization problems

A comparison between geometric semantic GP and cartesian GP for boolean functions learning

Windmill farm pattern optimization using evolutionary algorithms

Learning classifier systems: a gentle introduction

Information geometry in evolutionary computation

Medical applications of evolutionary computation

Particles types in a swarm: searching for efficiency

Template method hyper-heuristics

A genetic algorithm for linear ordering problem using an approximate fitness evaluation

A dimensional-level adaptive differential evolutionary algorithm for continuous optimization

Incorporating expert knowledge in object-oriented genetic programming

Normalization group brain storm optimization for power electronic circuit optimization

Model-based evolutionary algorithms

Automatic (offline) configuration of algorithms

Flood evolution: changing the evolutionary substrate from a path of stepping stones to a field of rocks

The 'composite' design pattern in metaheuristics

ABC+ES: a novel hybrid artificial bee colony algorithm with evolution strategies

Evolutionary computation for lifetime maximization of wireless sensor networks in complex 3D environments

Effective simplification of evolved push programs using a simple, stochastic hill-climber

Runtime analysis of evolutionary algorithms: basic introduction

Consensus costs and conflict in robot swarms

Evolved transforms for improved reconstruction of lossy-compressed NASA images

Towards a quantum-inspired multi-gene linear genetic programming model

Evolving neural networks

A case based approach for an intelligent route optimization technology

Adaptive memetic algorithm for the vehicle routing problem with time windows

GPGPU-assisted denoising filter generation for video coding

A niching cumulative genetic algorithm with evaluated probability for multimodal optimization

An iterative model refinement approach for MOEA computation time reduction

A projection-based decomposition in EHW method for design of relatively large circuits

A quantitative analysis of the simplification genetic operator

A study on the efficiency of neutral crossover operators in genetic algorithms applied to the bin packing problem

A study on the impact of heuristic initialization functions in a genetic algorithm solving the N-queens problem

Improving reconstructed images using hybridization between local search and harmony search meta-heuristics

First results of performance comparisons on many-core processors in solving QAP with ACO: kepler GPU versus xeon PHI

Evaluation of fitness functions of GA classification

A speed-up and speed-down strategy for swarm optimization

A novel genetic clustering algorithm with variable-length chromosome representation

A novel quantum genetic clustering algorithm for data segmentation

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