List of Publications in Evolutionary Algorithms in General

Wolfgang Banzhaf

2021

• Expensive Multi-Objective Evolutionary Optimization Assisted by Dominance Prediction, 2021
• Neural Architecture Transfer, 2021
• Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification, 2021

2020

• Evolving SNP Panels for Genomic Prediction, 2020

2014

• Automated Design for Playability in Computer Game Agents, 2014

2013

• Evolutionary Computation and Genetic Programming, 2013

2012

• Parallel Exhaustive Search vs. Evolutionary Computation in a Large Real World Network Search Space, 2012
• Achieving desirable gameplay objectives by niched evolution of game parameters, 2012

2011

• Large Network Analysis for Fisheries Management using Coevolutionary Genetic Algorithms, 2011
• Evolutionary Transition through a New Multilevel Selection Model, 2011
• The Use of Evolutionary Computation in Knowledge Discovery: The Example of Intrusion Detection Systems, 2011

2010

• A Hierarchical Cooperative Evolutionary Algorithm, 2010
• Evolvability and Speed of Evolutionary Algorithms in Light of Recent Developments in Biology, 2010
• Variable population size and evolution acceleration: a case study with a parallel evolutionary algorithm, 2010
• An informed genetic algorithm for the examination timetabling problem, 2010
• WiMAX Network Planning Using Adaptive-Population-Size Genetic Algorithm, 2010
• The use of Computational Intelligence in Intrusion Detection Systems: A Review, 2010

2009

• A study of heuristic combinations for hyper-heuristic systems for the uncapacitated examination timetabling problem, 2009
• Discovery of Email Communication Networks from the Enron Corpus with a Genetic Algorithm using Social Network Analysis, 2009
• Augmenting Artificial Development with Local Fitness, 2009

2008

• Combatting Financial Fraud: A Coevolutionary Anomaly Detection Approach, 2008

2006

• From Artificial Evolution to Computational Evolution: A Research Agenda, 2006

1989 - 1999

• Foundations of Genetic Algorithms (Proceedings Volume)
• Interactive Evolution in Simulated Natural Evolution
• An Expansion Operator for Interactive Evolution
• Interactive Evolution
• Interactive Evolution of Images
• Topological Aspects of Genetic Algorithms
• The Molecular Travelling Salesman, 1990
• Population Processing - a powerful Class of Parallel Algorithms, 1989



List of Abstracts and Sources

TITLE: Interactive Evolution in Simulated Natural Evolution

AUTHORS:Jeanine Graf, Wolfgang Banzhaf

SOURCE: Evolution Artificielle, M. Schoenauer (ed.), Brest, France, September 4--6, 1995 In: Artificial Evolution, J.-M. Alliot, E. Lutton, E. Ronald, M. Schoenauer, D. Snyers (eds.), Springer, LNCS 1063, Berlin, 259 --- 272

ABSTRACT: This paper demonstrates how interactive evolution can be applied to natural evolution. Evolutionary algorithms of selection and variation by recombination and / or mutation can be used to simulate biological evolution in a computer. Interactive evolution can be used to direct the development of graphical models that are simulations of their counterparts in nature. Interactive evolution thus can be used to evolve models of animals and plants. We shouw that interactivity of artificial evolution can serve as a useful tool for achieving progress in the ontogenesis of simulated models and might help paleontologists to solve problems in identifying missing links. 

FILENAME: evol_artif95.ps.gz (179 kB)






TITLE: An Expansion Operator for Interactive Evolution

AUTHORS:Jeanine Graf, Wolfgang Banzhaf

SOURCE: Proc. IEEE Int. Conf. on Evolutionary Computation, Perth/Australia, IEEE Press, Piscataway, 1995, pp. 798 --- 802

ABSTRACT: This paper demonstrates how interactive evolution can be applied to the extrapolation and growth of graphical models. A new operator called expansion is introduced which plays a significant role in interactive evolution. The expansion operator is based on time series analysis of evolutionary processes. We describe and demonstrate the function of the new operator. 

FILENAME: icec95.ps.gz (311 kB)






TITLE: Interactive Evolution

AUTHORS:Wolfgang Banzhaf

SOURCE: Handbook of Evolutionary Computation, IOP Press, Oxford, 1997

ABSTRACT: We present a different approach to directing the evolutionary process through interactive selection of solutions by the human user. First the general context of Interactive Evolution (IE) is set, then the standard IE algorithm is discussed together with more complicated variants. Finally, several application areas are discussed and uses for the new method are exemplified using design from the literature. 

FILENAME: handbk_ie.ps.gz (200 kB)






TITLE: Interactive Evolution of Images

AUTHORS: Jeanine Graf, Wolfgang Banzhaf

SOURCE: Proc. of Int. Conference on Evolutionary Programming, San Diego, 1995

ABSTRACT: Systems of selection and variation by recombination and/or mutation can be used to evolve images for computer graphics and animation. Interactive evolution can be used to direct the development of favorite designs in various application areas. Examples of the application of evolutionary algorithms to two-dimensional (2-D) bitmap images and the methods for three-dimensional (3-D) voxel images are indicated. We show that artificial evolution can serve as a useful tool for achieving flexibility and complexity in image design with only a moderate amount of user-input and detailed knowledge. 

FILENAME: ep95gb.ps.gz (972 kB)






TITLE: Foundations of Genetic Algorithms 5

EDITORS: Wolfgang Banzhaf, Collin Reeves

SOURCE: Academic Press / Morgan Kaufmann 1999

ABSTRACT: These are the proceedings of the 5th International Workshop on the Foundations of Genetic Algorithms, held in Amsterdam, September 1998. 

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Wolfgang Banzhaf
Last updated: Sep 10, 2021