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  1. Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation (GECCO Comp '14)
  2. Women@GECCO 2014
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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
Self-assembly
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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Women@GECCO 2014

Content Provider ACM Digital Library
Author Ochoa, Gabriela Esparcia, Anna O'Reilly, Una-May Ekart, Aniko Auger, Anne Doerr, Carola
Starting Page 1487
Ending Page 1488
Page Count 2
File Format PDF
ISBN 9781450328814
DOI 10.1145/2598394.2611386
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2014-07-12
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Women Evolutionary computation Under-represented minorities
Content Type Text
Resource Type Article
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