Optimization of control parameters for genetic algorithms
IEEE Transactions on Systems, Man and Cybernetics
Genetic programming: an introduction: on the automatic evolution of computer programs and its applications
Evolving Multilayer Perceptrons
Neural Processing Letters
Self-Organizing Maps
Multi-Objective Optimization Using Evolutionary Algorithms
Multi-Objective Optimization Using Evolutionary Algorithms
Compact Unstructured Representations for Evolutionary Design
Applied Intelligence
Polar IFS+Parisian Genetic Programming=Efficient IFS Inverse Problem Solving
Genetic Programming and Evolvable Machines
Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight
When Selection Meets Seduction
Proceedings of the 6th International Conference on Genetic Algorithms
Utilizing Dynastically Optimal Forma Recombination in Hybrid Genetic Algorithms
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimisation: NSGA-II
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
An Adaptive Algorithm for Constrained Optimization Problems
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Evolutionary Computation Visualization: Application to G-PROP
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Genetic algorithms with multi-parent recombination
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
Solving Master Mind Using GAs and Simulated Annealing: A Case of Dynamic Constraint Optimization
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
Surrogate Deterministic Mutation: Preliminary Results
Selected Papers from the 5th European Conference on Artificial Evolution
Ripple Crossover in Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
Evolutionary algorithm for speech segmentation
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
An overview of evolutionary algorithms for parameter optimization
Evolutionary Computation
Evolutionary algorithms for constrained parameter optimization problems
Evolutionary Computation
Artificial Life
A Framework for Distributed Evolutionary Algorithms
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Evolving Fuzzy Decision Trees with Genetic Programming and Clustering
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Genetic Programming for data classification: partitioning the search space
Proceedings of the 2004 ACM symposium on Applied computing
Building with paradisEO reusable parallel and distributed evolutionary algorithms
Parallel Computing - Special issue: Parallel and nature-inspired computational paradigms and applications
Evolving RBF neural networks for time-series forecasting with EvRBF
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Informatics and computer science intelligent systems applications
The Design and Implementation of a Framework for Automatic Modularization of Software Systems
The Journal of Supercomputing
Evolution of Voronoi based fuzzy recurrent controllers
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Multiobjective genetic algorithms for materialized view selection in OLAP data warehouses
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Grid computing for parallel bioinspired algorithms
Journal of Parallel and Distributed Computing - Special issue on parallel bioinspired algorithms
Evolutionary techniques for image processing a large dataset of early Drosophila gene expression
EURASIP Journal on Applied Signal Processing
Restricted gradient-descent algorithm for value-function approximation in reinforcement learning
Artificial Intelligence
Bringing evolutionary computation to industrial applications with guide
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Evolutionary functional testing of continuous control systems
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Towards Dynamic Fitness Based Partitioning for IntraVascular UltraSound Image Analysis
Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing
ParadisEO-MOEO: a framework for evolutionary multi-objective optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Robust multi-objective optimization in high dimensional spaces
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
Optimizing computed tomographic angiography image segmentation using fitness based partitioning
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Direct and indirect representations for evolutionary design of objects
EA'07 Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution
Simdist: a distribution system for easy parallelization of evolutionary computation
Genetic Programming and Evolvable Machines
Deskilling HPL: using an evolutionary algorithm to automate cluster benchmarking
PPAM'09 Proceedings of the 8th international conference on Parallel processing and applied mathematics: Part II
Adaptive guidance of the search process in evolutionary optimization
CIMMACS'05 Proceedings of the 4th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Opt4J: a modular framework for meta-heuristic optimization
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Improving ESOP-based synthesis of reversible logic using evolutionary algorithms
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Implementation matters: programming best practices for evolutionary algorithms
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Finding compact BDDs using genetic programming
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Evolutionary design of a brain-computer interface
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
DEAP: a python framework for evolutionary algorithms
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
On the architecture and implementation of tree-based genetic programming in HeuristicLab
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
INPUT: the intelligent parameter utilization tool
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Evolutionary functional black-box testing in an industrial setting
Software Quality Control
Liger: an open source integrated optimization environment
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Design space exploration and parameter tuning for neuromorphic applications
Proceedings of the Ninth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis
ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms
Journal of Heuristics
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This paper presents the evolving objects library (EOlib), an object-oriented framework for evolutionary computation (EC) that aims to provide a flexible set of classes to build EC applications. EOlib design objective is to be able to evolve any object in which fitness makes sense. In order to do so, EO concentrates on interfaces; any object can evolve if it is endowed with an interface to do so. In this paper, we describe what features an object must have in order to evolve, and some examples of how EO has been put to practice evolving neural networks, solutions to the Mastermind game, and other novel applications.