Redundant representations in evolutionary computation
Evolutionary Computation
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Information landscapes and the analysis of search algorithms
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Information landscapes and problem hardness
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A Hierarchical Neural Network Document Classifier with Linguistic Feature Selection
Applied Intelligence
A splicing/decomposable encoding and its novel operators for genetic algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Expert Systems with Applications: An International Journal
Some novel locality results for the blob code spanning tree representation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A gestalt genetic algorithm: less details for better search
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Intelligent web-based learning system with personalized learning path guidance
Computers & Education
Representations for evolutionary algorithms
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
A tunable model for multi-objective, epistatic, rugged, and neutral fitness landscapes
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Neural Network Training Using Genetic Algorithm with a Novel Binary Encoding
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
A Cultural Algorithm with Operator Parameters Control for Solving Timetabling Problems
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
Attributes of Dynamic Combinatorial Optimisation
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
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
A design framework for metaheuristics
Artificial Intelligence Review
Genotype representations in grammatical evolution
Applied Soft Computing
Improved knowledge acquisition for high-performance heuristic search
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
IEEE Transactions on Evolutionary Computation
Evolutionary computation and structural design: A survey of the state-of-the-art
Computers and Structures
Population sizing for the redundant trivial voting mapping
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Decomposition of fitness functions in random heuristic search
FOGA'07 Proceedings of the 9th international conference on Foundations of genetic algorithms
Representations for evolutionary algorithms
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Open issues in genetic programming
Genetic Programming and Evolvable Machines
Solving timetabling problems using a cultural algorithm
Applied Soft Computing
More effective crossover operators for the all-pairs shortest path problem
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Elementary bit string mutation landscapes
Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms
Abstract convex evolutionary search
Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms
Random Gray code and its performance analysis for image hashing
Signal Processing
Abandoning objectives: Evolution through the search for novelty alone
Evolutionary Computation
Beyond biology: designing a new mechanism for self-replication and evolution at the nanoscale
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Semantically embedded genetic programming: automated design of abstract program representations
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Representations for evolutionary algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Geometry of evolutionary algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
On the application of evolutionary algorithms to the consensus tree problem
EvoCOP'05 Proceedings of the 5th European conference on Evolutionary Computation in Combinatorial Optimization
The role of representations in dynamic knapsack problems
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
A history-based scheduler for dynamic load balancing on distributed VOD server environments
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part III
mGGA: the meta-grammar genetic algorithm
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
An introduction to evolutionary algorithms and their applications
ISSADS'05 Proceedings of the 5th international conference on Advanced Distributed Systems
Evolutionary optimization of electric power distribution using the dandelion code
Journal of Electrical and Computer Engineering - Special issue on Applications of Heuristics and Metaheuristics in Power Systems
More effective crossover operators for the all-pairs shortest path problem
Theoretical Computer Science
Representations for evolutionary algorithms
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Personlized English reading sequencing based on learning portfolio analysis
Information Sciences: an International Journal
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From the Publisher:In the field of genetic and evolutionary algorithms (GEAs), much theory and empirical study has been heaped upon operators and test problems, but problem representation has often been taken as given. This monograph breaks with this tradition and studies a number of critical elements of a theory of representations for GEAs and applies them to the empirical study of various important idealized test functions and problems of commercial import. The book considers basic concepts of representations, such as redundancy, scaling and locality and describes how GEAs'performance is influenced. Using the developed theory representations can be analyzed and designed in a theory-guided manner. The theoretical concepts are used as examples for efficiently solving integer optimization problems and network design problems. The results show that proper representations are crucial for GEAs'success.