Experimental Research in Evolutionary Computation: The New Experimentalism (Natural Computing Series)

Experimental research in evolutionary computation

Proceedings of the 9th annual conference companion on Genetic and evolutionary computation

Disburdening the species conservation evolutionary algorithm of arguing with radii

Proceedings of the 9th annual conference on Genetic and evolutionary computation

On the design of optimisers for surface reconstruction

Proceedings of the 9th annual conference on Genetic and evolutionary computation

Experimental research in evolutionary computation

Proceedings of the 10th annual conference companion on Genetic and evolutionary computation

Mutative σ-self-adaptation can beat cumulative step size adaptation when using weighted recombination

Proceedings of the 10th annual conference on Genetic and evolutionary computation

Convergence Analysis of Evolution Strategies with Random Numbers of Offspring

Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X

Reinforcement Learning: Insights from Interesting Failures in Parameter Selection

Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X

Adaptability of Algorithms for Real-Valued Optimization

EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG

Optimizing the Door Assignment in LTL-Terminals

Transportation Science

An experimental investigation of model-based parameter optimisation: SPO and beyond

Proceedings of the 11th Annual conference on Genetic and evolutionary computation

Using performance fronts for parameter setting of stochastic metaheuristics

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers

Lessons learned in evolutionary computation: 11 steps to success

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers

Automatic algorithm configuration based on local search

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2

A hybrid self-adaptive evolutionary algorithm for marker optimization in the clothing industry

Applied Soft Computing

A study on the use of non-parametric tests for analyzing the evolutionary algorithms' behaviour: a case study on the CEC'2005 Special Session on Real Parameter Optimization

Journal of Heuristics

Online convergence detection for multiobjective aerodynamic applications

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Multi-start JADE with knowledge transfer for numerical optimization

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

ParamILS: an automatic algorithm configuration framework

Journal of Artificial Intelligence Research

Designing and tuning SLS through animation and graphics: an extended walk-through

SLS'07 Proceedings of the 2007 international conference on Engineering stochastic local search algorithms: designing, implementing and analyzing effective heuristics

An integrated white+black box approach for designing and tuning stochastic local search

CP'07 Proceedings of the 13th international conference on Principles and practice of constraint programming

Tuning optimization algorithms for real-world problems by means of surrogate modeling

Proceedings of the 12th annual conference on Genetic and evolutionary computation

Tuning and experimental analysis in evolutionary computation: what we still have wrong

Proceedings of the 12th annual conference companion on Genetic and evolutionary computation

A new dispatching rule based genetic algorithm for the multi-objective job shop problem

Journal of Heuristics

An alternative ACOR algorithm for continuous optimization problems

ANTS'10 Proceedings of the 7th international conference on Swarm intelligence

Modern continuous optimization algorithms for tuning real and integer algorithm parameters

ANTS'10 Proceedings of the 7th international conference on Swarm intelligence

Parameter tuning boosts performance of variation operators in multiobjective optimization

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I

Time-bounded sequential parameter optimization

LION'10 Proceedings of the 4th international conference on Learning and intelligent optimization

On the distribution of EMOA hypervolumes

LION'10 Proceedings of the 4th international conference on Learning and intelligent optimization

Analysis of evolutionary algorithms: from computational complexity analysis to algorithm engineering

Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms

Automatic and interactive tuning of algorithms

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

Tradeoffs in the empirical evaluation of competing algorithm designs

Annals of Mathematics and Artificial Intelligence

Efficient multi-start strategies for local search algorithms

Journal of Artificial Intelligence Research

Superposition and Alignment of Labeled Point Clouds

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Investigation of one-go evolution strategy/quasi-newton hybridizations

HM'06 Proceedings of the Third international conference on Hybrid Metaheuristics

Automated configuration of mixed integer programming solvers

CPAIOR'10 Proceedings of the 7th international conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems

Optimal (short-term) pump schedule detection for water distribution systems by neutral evolutionary search

Applied Soft Computing

Resampling methods for meta-model validation with recommendations for evolutionary computation

Evolutionary Computation

Using landscape topology to compare continuous metaheuristics: A framework and case study on edas and ridge structure

Evolutionary Computation

Data envelopment analysis for evaluating the efficiency of genetic algorithms on solving the vehicle routing problem with soft time windows

Computers and Industrial Engineering

Meta-optimization for parameter tuning with a flexible computing budget

Proceedings of the 14th annual conference on Genetic and evolutionary computation

Statistical analysis of optimization algorithms with R

Proceedings of the 14th annual conference companion on Genetic and evolutionary computation

An algorithm comparison for dynamic optimization problems

Applied Soft Computing

Approximations on Minimum Weight Triangulations and Minimum Weight Pseudo-Triangulations Using Ant Colony Optimization Metaheuristic

Fundamenta Informaticae - Emergent Computing

Calibrating continuous multi-objective heuristics using mixture experiments

Journal of Heuristics

A multi-start opposition-based particle swarm optimization algorithm with adaptive velocity for bound constrained global optimization

Journal of Global Optimization

DIMMA: A Design and Implementation Methodology for Metaheuristic Algorithms-A Perspective from Software Development

International Journal of Applied Metaheuristic Computing

Modeling medical decision making by support vector machines, explaining by rules of evolutionary algorithms with feature selection

Expert Systems with Applications: An International Journal

An adaptive parameter binary-real coded genetic algorithm for constraint optimization problems: Performance analysis and estimation of optimal control parameters

Information Sciences: an International Journal

EA-based parameter tuning of multimodal optimization performance by means of different surrogate models

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation

Testing the impact of parameter tuning on a variant of IPOP-CMA-ES with a bounded maximum population size on the noiseless BBOB testbed

Proceedings of the 15th annual conference companion on Genetic and evolutionary computation

Algorithm runtime prediction: Methods & evaluation

Artificial Intelligence

Approximated algorithms for the minimum dilation triangulation problem

Journal of Heuristics