Finding Multimodal Solutions Using Restricted Tournament Selection

On the Use of Pairwise Comparison of Hypotheses in Evolutionary Learning Applied to Learning from Visual Examples

MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition

Genetic Algorithms, Clustering, and the Breaking of Symmetry

PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature

A hierarchy machine: learning to optimize from nature and humans

Complexity

Multiobjective hBOA, clustering, and scalability

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Sub-structural niching in estimation of distribution algorithms

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Efficient differential evolution using speciation for multimodal function optimization

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Efficient and Scalable Pareto Optimization by Evolutionary Local Selection Algorithms

Evolutionary Computation

Adaptively choosing niching parameters in a PSO

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Sporadic model building for efficiency enhancement of hierarchical BOA

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Comparison of multi-modal optimization algorithms based on evolutionary algorithms

Proceedings of the 8th annual conference on Genetic and evolutionary computation

A crossover for complex building blocks overlapping

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Problem solution sustenance in XCS: Markov chain analysis of niche support distributions and the impact on computational complexity

Genetic Programming and Evolvable Machines

Edge histogram based sampling with local search for solving permutation problems

International Journal of Hybrid Intelligent Systems

A multimodal particle swarm optimizer based on fitness Euclidean-distance ratio

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

Analyzing probabilistic models in hierarchical BOA on traps and spin glasses

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

Hybrid evolutionary algorithms on minimum vertex cover for random graphs

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

Order or not: does parallelization of model building in hBOA affect its scalability?

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

Another investigation on tournament selection: modelling and visualisation

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

Do not match, inherit: fitness surrogates for genetics-based machine learning techniques

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

An analysis of the “universal suffrage” selection operator

Evolutionary Computation

Sporadic model building for efficiency enhancement of the hierarchical BOA

Genetic Programming and Evolvable Machines

Improved EDNA (estimation of dependency networks algorithm) using combining function with bivariate probability distributions

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

Using previous models to bias structural learning in the hierarchical BOA

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

Investigating restricted tournament replacement in ECGA for non-stationary environments

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

Finding ground states of Sherrington-Kirkpatrick spin glasses with hierarchical boa and genetic algorithms

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

Analysis of estimation of distribution algorithms and genetic algorithms on NK landscapes

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

Empirical investigations on parallel competent genetic algorithms

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

An analysis of multi-sampled issue and no-replacement tournament selection

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

Enhancing Efficiency of Hierarchical BOA Via Distance-Based Model Restrictions

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

Evaluation and Diversity in Co-evolution

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

The Explicit Exploration Information Exchange Mechanism for Niche Technique

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence

Replacement strategies to preserve useful diversity in steady-state genetic algorithms

Information Sciences: an International Journal

The crowding approach to niching in genetic algorithms

Evolutionary Computation

Linkage Learning, Rule Representation, and the Χ-Ary Extended Compact Classifier System

Learning Classifier Systems

A Generator for Multimodal Test Functions with Multiple Global Optima

SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning

Glowworm swarm optimisation: a new method for optimising multi-modal functions

International Journal of Computational Intelligence Studies

Intelligent bias of network structures in the hierarchical BOA

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

Effects of a deterministic hill climber on hBOA

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

Analysis of evolutionary algorithms on the one-dimensional spin glass with power-law interactions

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

Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap

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

Co-evolvability of games in coevolutionary genetic algorithms

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

Performance and efficiency of memetic pittsburgh learning classifier systems

Evolutionary Computation

Avoiding premature convergence in estimation of distribution algorithms

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

Simulated annealing based on local genetic search

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

Analyzing probabilistic models in hierarchical BOA

IEEE Transactions on Evolutionary Computation - Special issue on evolutionary algorithms based on probabilistic models

Enhancement of Multiobjective Hierarchical Bayesian Optimization Algorithm using Sporadic Model Building

Annales UMCS, Informatica

To explore or to exploit: An entropy-driven approach for evolutionary algorithms

International Journal of Knowledge-based and Intelligent Engineering Systems

Real-parameter genetic algorithms for finding multiple optimal solutions in multi-modal optimization

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI

Population-based ant colony optimisation for multi-objective function optimisation

ACAL'07 Proceedings of the 3rd Australian conference on Progress in artificial life

Niching without niching parameters: particle swarm optimization using a ring topology

IEEE Transactions on Evolutionary Computation

Spurious dependencies and EDA scalability

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

NK landscapes, problem difficulty, and hybrid evolutionary algorithms

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

Complex energy landscape mapping by histogram assisted genetic algorithm

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

Co-evolution of cooperative strategies under egoism

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

Network crossover performance on NK landscapes and deceptive problems

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

Multimodal genetic algorithms-based algorithm for automatic point correspondence

Pattern Recognition

Performance of network crossover on NK landscapes and spin glasses

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

A dual-population genetic algorithm for adaptive diversity control

IEEE Transactions on Evolutionary Computation

A review of tournament selection in genetic programming

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence

Genetic Algorithm with adaptive elitist-population strategies for multimodal function optimization

Applied Soft Computing

Maximizing population diversity in single-objective optimization

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

Critical factors in the performance of novelty search

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

Analysis of epistasis correlation on NK landscapes with nearest-neighbor interactions

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

Learning individual mating preferences

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

Force-imitated particle swarm optimization using the near-neighbor effect for locating multiple optima

Information Sciences: an International Journal

A novel clustering fitness sharing genetic algorithm

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II

Hierarchical BOA, cluster exact approximation, and ising spin glasses

PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature

A local genetic algorithm for binary-coded problems

PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature

A simulated annealing method based on a specialised evolutionary algorithm

Applied Soft Computing

Population climbing evolutionary algorithm for multimodal function global optimization

SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning

Steady-state evolutionary algorithm for multimodal function global optimization

CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I

Multi-stage evolutionary algorithms for efficient identification of gene regulatory networks

EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing

A sequential niching technique for particle swarm optimization

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I

Mining classification rules using evolutionary multi-objective algorithms

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III

Using previous models to bias structural learning in the hierarchical boa

Evolutionary Computation

Niching particle swarm optimization with local search for multi-modal optimization

Information Sciences: an International Journal

Modified local neighborhood based niching particle swarm optimization for multimodal function optimization

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I

Memetic fitness euclidean-distance particle swarm optimization for multi-modal optimization

ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications

Effective search for Pittsburgh learning classifier systems via estimation of distribution algorithms

Information Sciences: an International Journal

Diversity Guided Evolutionary Programming: A novel approach for continuous optimization

Applied Soft Computing

A multi objective genetic algorithm for the facility layout problem based upon slicing structure encoding

Expert Systems with Applications: An International Journal

A fuzzy clustering-based niching approach to multimodal function optimization

Cognitive Systems Research

Analysis of new niching genetic algorithms for finding multiple solutions in the job shop scheduling

Journal of Intelligent Manufacturing

Distance-based bias in model-directed optimization of additively decomposable problems

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

Estimating the evolution direction of populations to improve genetic algorithms

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

Ensemble of clearing differential evolution for multi-modal optimization

ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I

Improving differential evolution accuracy for flexible ligand docking using a multi-solution strategy

IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning

Multimodal optimization by artificial weed colonies enhanced with localized group search optimizers

Applied Soft Computing

Deriving a robust policy for container stacking using a noise-tolerant genetic algorithm

Proceedings of the 2012 ACM Research in Applied Computation Symposium

Transfer learning, soft distance-based bias, and the hierarchical BOA

PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I

A rigorous runtime analysis for quasi-random restarts and decreasing stepsize

EA'11 Proceedings of the 10th international conference on Artificial Evolution

Clustered parent centric normal cross-over for multimodal optimization

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing

Effects of discrete hill climbing on model building forestimation of distribution algorithms

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

Design of test problems for discrete estimation of distribution algorithms

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

A niching scheme for EDAs to reduce spurious dependencies

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

Exploration and exploitation in evolutionary algorithms: A survey

ACM Computing Surveys (CSUR)

Multimodal function optimisation with cuckoo search algorithm

International Journal of Bio-Inspired Computation

Taking advantage of a diverse set of efficient production schedules: A two-step approach for scheduling with side concerns

Computers and Operations Research

Effective search for genetic-based machine learning systems via estimation of distribution algorithms and embedded feature reduction techniques

Neurocomputing

Adaptive generalized crowding for genetic algorithms

Information Sciences: an International Journal

Solving system-level synthesis problem by a multi-objective estimation of distribution algorithm

Expert Systems with Applications: An International Journal

A Review of Niching Genetic Algorithms for Multimodal Function Optimization

Cybernetics and Systems Analysis