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Thomas Philip Runarsson, Hans-Georg Beyer, Edmund Burke, Juan J. Merelo-Guervós, L. Darrell Whitley and Xin Yao
Front matter
1-10
Evolutionary Optimization in Spatio–temporal Fitness Landscapes
11-20
Cumulative Step Length Adaptation on Ridge Functions
21-31
General Lower Bounds for Evolutionary Algorithms
32-41
On the Ultimate Convergence Rates for Isotropic Algorithms and the Best Choices Among Various Forms of Isotropy
42-51
Mixed-Integer NK Landscapes
52-61
How Comma Selection Helps with the Escape from Local Optima
62-71
When Do Heavy-Tail Distributions Help?
72-81
Self-adaptation on the Ridge Function Class: First Results for the Sharp Ridge
82-91
Searching for Balance: Understanding Self-adaptation on Ridge Functions
92-101
Diversity Loss in General Estimation of Distribution Algorithms
102-111
Information Perspective of Optimization
112-121
A Novel Negative Selection Algorithm with an Array of Partial Matching Lengths for Each Detector
122-131
Hierarchical BOA, Cluster Exact Approximation, and Ising Spin Glasses
132-141
Towards an Adaptive Multimeme Algorithm for Parameter Optimisation Suiting the Engineers’ Needs
142-151
Niche Radius Adaptation in the CMA-ES Niching Algorithm
152-161
A Tabu Search Evolutionary Algorithm for Solving Constraint Satisfaction Problems
162-171
cAS: Ant Colony Optimization with Cunning Ants
172-181
Genetic Algorithm Based on Independent Component Analysis for Global Optimization
182-191
Improved Squeaky Wheel Optimisation for Driver Scheduling
192-201
A Local Genetic Algorithm for Binary-Coded Problems
202-211
Hill Climbers and Mutational Heuristics in Hyperheuristics
212-221
A Multi-level Memetic/Exact Hybrid Algorithm for the Still Life Problem
222-231
Transmission Loss Reduction Based on FACTS and Bacteria Foraging Algorithm
232-241
Substructural Neighborhoods for Local Search in the Bayesian Optimization Algorithm
242-251
Theory and Practice of Cellular UMDA for Discrete Optimization
252-261
A Memetic Approach to Golomb Rulers
262-271
Some Notes on (Mem)Brane Computation
272-281
Evolutionary Local Search for Designing Peer-to-Peer Overlay Topologies Based on Minimum Routing Cost Spanning Trees
282-291
Nature-Inspired Algorithms for the Optimization of Optical Reference Signals
292-301
Optimum Design of Surface Acoustic Wave Filters Based on the Taguchi’s Quality Engineering with a Memetic Algorithm
302-311
Genetic Algorithm for Burst Detection and Activity Tracking in Event Streams
312-321
Computationally Intelligent Online Dynamic Vehicle Routing by Explicit Load Prediction in an Evolutionary Algorithm
322-331
Novel Approach to Develop Rheological Structure-Property Relationships Using Genetic Programming
332-341
An Evolutionary Approach to the Inference of Phylogenetic Networks
342-351
An Evolutive Approach for the Delineation of Local Labour Markets
352-361
Direct Manipulation of Free Form Deformation in Evolutionary Design Optimisation
362-371
An Evolutionary Approach to Shimming Undulator Magnets for Synchrotron Radiation Sources
372-381
New EAX Crossover for Large TSP Instances
382-391
Functional Brain Imaging with Multi-objective Multi-modal Evolutionary Optimization
392-401
A New Neural Network Based Construction Heuristic for the Examination Timetabling Problem
402-412
Optimisation of CDMA-Based Mobile Telephone Networks: Algorithmic Studies on Real-World Networks
413-422
Evolving Novel and Effective Treatment Plans in the Context of Infection Dynamics Models: Illustrated with HIV and HAART Therapy
423-432
Automatic Test Pattern Generation with BOA
433-442
Multiobjective Genetic Programming for Natural Language Parsing and Tagging
443-452
Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping
453-462
Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification
463-472
Multi-Objective Equivalent Random Search
473-482
Compressed-Objective Genetic Algorithm
483-492
A New Proposal for Multiobjective Optimization Using Particle Swarm Optimization and Rough Sets Theory
493-502
Incorporation of Scalarizing Fitness Functions into Evolutionary Multiobjective Optimization Algorithms
503-512
Solving Multi-objective Optimisation Problems Using the Potential Pareto Regions Evolutionary Algorithm
513-522
Pareto Set and EMOA Behavior for Simple Multimodal Multiobjective Functions
523-532
About Selecting the Personal Best in Multi-Objective Particle Swarm Optimization
533-542
Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization
543-552
Solving Hard Multiobjective Optimization Problems Using ε-Constraint with Cultured Differential Evolution
553-562
A Fast and Effective Method for Pruning of Non-dominated Solutions in Many-Objective Problems
563-572
Multi-level Ranking for Constrained Multi-objective Evolutionary Optimisation
573-582
Module Identification from Heterogeneous Biological Data Using Multiobjective Evolutionary Algorithms
583-592
A Multiobjective Differential Evolution Based on Decomposition for Multiobjective Optimization with Variable Linkages
593-602
Digital Images Enhancement with Use of Evolving Neural Networks
603-612
Environments Conducive to Evolution of Modularity
613-622
Arms Races and Car Races
623-632
BeeHiveAIS: A Simple, Efficient, Scalable and Secure Routing Framework Inspired by Artificial Immune Systems
633-640
Critical Temperatures for Intermittent Search in Self-Organizing Neural Networks
641-650
Robust Simulation of Lamprey Tracking
651-660
Evolutionary Behavior Acquisition for Humanoid Robots
661-670
Modelling Group-Foraging Behaviour with Particle Swarms
671-680
Neuroevolution with Analog Genetic Encoding
681-690
A Two-Level Clustering Method Using Linear Linkage Encoding
691-700
A New Swarm Intelligence Coordination Model Inspired by Collective Prey Retrieval and Its Application to Image Alignment
701-710
Exploring the Effect of Proximity and Kinship on Mutual Cooperation in the Iterated Prisoner’s Dilemma
711-720
Investigating the Emergence of Multicellularity Using a Population of Neural Network Agents
721-730
Building of 3D Environment Models for Mobile Robotics Using Self-organization
731-740
January: A Parallel Algorithm for Bug Hunting Based on Insect Behavior
741-750
A Generalized Graph-Based Method for Engineering Swarm Solutions to Multiagent Problems
751-760
Probabilistic Adaptive Mapping Developmental Genetic Programming (PAM DGP): A New Developmental Approach
761-770
A Distance-Based Information Preservation Tree Crossover for the Maximum Parsimony Problem
771-777
Solving SAT and HPP with Accepting Splicing Systems
778-787
Some Steps Towards Understanding How Neutrality Affects Evolutionary Search
788-797
Performance of Evolutionary Algorithms on Random Decomposable Problems
798-807
Evolving Binary Decision Diagrams with Emergent Variable Orderings
808-817
Life History Evolution of Virtual Plants: Trading Off Between Growth and Reproduction
818-827
Finding State-of-the-Art Non-cryptographic Hashes with Genetic Programming
828-838
Offspring Generation Method Using Delaunay Triangulation for Real-Coded Genetic Algorithms
839-849
An Investigation of Representations and Operators for Evolutionary Data Clustering with a Variable Number of Clusters
850-859
Lamar: A New Pseudorandom Number Generator Evolved by Means of Genetic Programming
860-869
Evolving Bin Packing Heuristics with Genetic Programming
870-879
The Importance of Neutral Mutations in GP
880-889
New Order-Based Crossovers for the Graph Coloring Problem
890-899
Assortative Mating Drastically Alters the Magnitude of Error Thresholds
900-909
Is Self-adaptation of Selection Pressure and Population Size Possible? – A Case Study
910-919
A Particle Swarm Optimizer for Constrained Numerical Optimization
920-929
Self-regulated Population Size in Evolutionary Algorithms
930-938
Starting from Scratch: Growing Longest Common Subsequences with Evolution
939-948
Local Meta-models for Optimization Using Evolution Strategies
949-958
Effects of Using Two Neighborhood Structures in Cellular Genetic Algorithms for Function Optimization
959-968
A Selecto-recombinative Genetic Algorithm with Continuous Chromosome Reconfiguration
969-977
Exploiting Expert Knowledge in Genetic Programming for Genome-Wide Genetic Analysis
978-987
Speeding Up Evolutionary Algorithms Through Restricted Mutation Operators
988-997
Comparing the Niches of CMA-ES, CHC and Pattern Search Using Diverse Benchmarks
998-1007
Model Complexity vs. Performance in the Bayesian Optimization Algorithm
1008-1017
Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection
1018-1027
Product Geometric Crossover
1028-1037
Exploration and Exploitation Bias of Crossover and Path Relinking for Permutation Problems
1038-1047
Geometric Crossover for Sets, Multisets and Partitions
1048-1057
Ordinal Regression in Evolutionary Computation
Back matter
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