Wolfgang Banzhaf
Orcid: 0000-0002-6382-3245Affiliations:
- Michigan State University, East Lansing, MI, USA
According to our database1,
Wolfgang Banzhaf
authored at least 264 papers
between 1989 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on cse.msu.edu
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Bibliography
2024
A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression.
IEEE Trans. Evol. Comput., December, 2024
J. Comput. Aided Mol. Des., December, 2024
Genet. Program. Evolvable Mach., December, 2024
Modular Multitree Genetic Programming for Evolutionary Feature Construction for Regression.
IEEE Trans. Evol. Comput., October, 2024
A geometric semantic macro-crossover operator for evolutionary feature construction in regression.
Genet. Program. Evolvable Mach., June, 2024
Bridging directed acyclic graphs to linear representations in linear genetic programming: a case study of dynamic scheduling.
Genet. Program. Evolvable Mach., June, 2024
Multi-Representation Genetic Programming: A Case Study on Tree-based and Linear Representations.
CoRR, 2024
CoRR, 2024
A Spatial Artificial Chemistry Implementation of a Gene Regulatory Network Aimed at Generating Protein Concentration Dynamics.
Artif. Life, 2024
P-Mixup: Improving Generalization Performance of Evolutionary Feature Construction with Pessimistic Vicinal Risk Minimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Enhancing the Computational Efficiency of Genetic Programming Through Alternative Floating-Point Primitives.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
A Distributed System for Optimization of Carbon Emitting Resource Consumption in Supply Chains.
Proceedings of the International Symposium on Networks, Computers and Communications, 2024
A Semantic-based Hoist Mutation Operator for Evolutionary Feature Construction in Regression [Hot off the Press].
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Bias-Variance Decomposition: An Effective Tool to Improve Generalization of Genetic Programming-based Evolutionary Feature Construction for Regression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
LLM Fault Localisation within Evolutionary Computation Based Automated Program Repair.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Accelerating GP Genome Evaluation Through Real Compilation with a Multiple Program Single Data Approach.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression.
Proceedings of the Genetic Programming - 27th European Conference, 2024
End-to-End Decentralized Tracking of Carbon Footprint using Internet of Things and Distributed Databases.
Proceedings of the 7th Conference on Cloud and Internet of Things, 2024
Data Sampling via Active Learning in Cartesian Genetic Programming for Biomedical Data.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
2023
MAP-Elites for Genetic Programming-Based Ensemble Learning: An Interactive Approach [AI-eXplained].
IEEE Comput. Intell. Mag., November, 2023
Artif. Intell., September, 2023
Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic Regression.
CoRR, 2023
Automatically Choosing Selection Operator Based on Semantic Information in Evolutionary Feature Construction.
Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2023
Accelerating Image Analysis Research with Active Learning Techniques in Genetic Programming.
Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023
How the Combinatorics of Neutral Spaces Leads Genetic Programming to Discover Simple Solutions.
Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023
A Double Lexicase Selection Operator for Bloat Control in Evolutionary Feature Construction for Regression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Active Learning Informs Symbolic Regression Model Development in Genetic Programming.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Relieving Genetic Programming from Coefficient Learning for Symbolic Regression via Correlation and Linear Scaling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Genetic Programming - 26th European Conference, 2023
Proceedings of the Genetic Programming - 26th European Conference, 2023
Proceedings of the Genetic Programming - 26th European Conference, 2023
2022
IEEE Trans. Evol. Comput., 2022
CoRR, 2022
Artif. Life, 2022
Proceedings of the Genetic Programming Theory and Practice XIX [GPTP 2022], 2022
Optimizing LLVM pass sequences with shackleton: a linear genetic programming framework.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
2021
Emergent Tangled Program Graphs in Partially Observable Recursive Forecasting and ViZDoom Navigation Tasks.
ACM Trans. Evol. Learn. Optim., 2021
Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification.
IEEE Trans. Evol. Comput., 2021
Evolving hierarchical memory-prediction machines in multi-task reinforcement learning.
Genet. Program. Evolvable Mach., 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
IEEE Trans. Software Eng., 2020
ACM Trans. Softw. Eng. Methodol., 2020
Genet. Program. Evolvable Mach., 2020
The Effects of Taxes on Wealth Inequality in Artificial Chemistry Models of Economic Activity.
CoRR, 2020
Proceedings of the 2020 Conference on Artificial Life, 2020
NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
NSGANetV2: Evolutionary Multi-objective Surrogate-Assisted Neural Architecture Search.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
CoRR, 2019
CoRR, 2019
Proceedings of the 2019 Conference on Artificial Life, 2019
Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019
Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019
Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019
Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Batch tournament selection for genetic programming: the quality of lexicase, the speed of tournament.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Bond strength prediction of FRP-bar reinforced concrete: a multi-gene genetic programming approach.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic Programming - 22nd European Conference, 2019
2018
PeerJ Prepr., 2018
Drone Squadron Optimization: a novel self-adaptive algorithm for global numerical optimization.
Neural Comput. Appl., 2018
Automatic feature engineering for regression models with machine learning: An evolutionary computation and statistics hybrid.
Inf. Sci., 2018
CoRR, 2018
Evolution of Cooperation through Genetic Collective Learning and Imitation in Multiagent Societies.
Proceedings of the 2018 Conference on Artificial Life, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
2017
Improving the prediction of material properties of concrete using Kaizen Programming with Simulated Annealing.
Neurocomputing, 2017
Drone Squadron Optimization: a Self-adaptive Algorithm for Global Numerical Optimization.
CoRR, 2017
Evolving Adaptive Traffic Signal Controllers for a Real Scenario Using Genetic Programming with an Epigenetic Mechanism.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Proceedings of the Genetic Programming Theory and Practice XV, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
Defining and simulating open-ended novelty: requirements, guidelines, and challenges.
Theory Biosci., 2016
Proceedings of the Genetic Programming Theory and Practice XIV, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Improving Logistic Regression Classification of Credit Approval with Features Constructed by Kaizen Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Quantitative Analysis of Evolvability using Vertex Centralities in Phenotype Network.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
A Genetic Programming Approach for the Traffic Signal Control Problem with Epigenetic Modifications.
Proceedings of the Genetic Programming - 19th European Conference, 2016
Proceedings of the Genetic Programming - 19th European Conference, 2016
2015
Proceedings of the Genetic Programming Theory and Practice XIII [GPTP 2015]., 2015
Proceedings of the Computer Games: AI, 2015
Evaluating Methods for Constant Optimization of Symbolic Regression Benchmark Problems.
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
Predicting High-Performance Concrete Compressive Strength Using Features Constructed by Kaizen Programming.
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
2014
Genet. Program. Evolvable Mach., 2014
Artif. Life, 2014
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014
2013
Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic Programming - 16th European Conference, 2013
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013
2012
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012
Evolutionary dynamics on multiple scales: a quantitative analysis of the interplay between genotype, phenotype, and fitness in linear genetic programming.
Genet. Program. Evolvable Mach., 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the 2012 IEEE International Games Innovation Conference, 2012
Proceedings of the Distributed Autonomous Robotic Systems, 2012
Using sector information with linear genetic programming for intraday equity price trend analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Parallel exhaustive search vs. evolutionary computation in a large real world network search space.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the Morphogenetic Engineering, Toward Programmable Complex Systems, 2012
2011
Proceedings of the Cartesian Genetic Programming, 2011
Proceedings of the Cartesian Genetic Programming, 2011
Swarm Intell., 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Large network analysis for fisheries management using coevolutionary genetic algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
SMCGP2: finding algorithms that approximate numerical constants using quaternions and complex numbers.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Implementing cartesian genetic programming classifiers on graphics processing units using GPU.NET.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the Genetic Programming - 14th European Conference, 2011
Proceedings of the Progress in Artificial Intelligence, 2011
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011
2010
Deployment of parallel linear genetic programming using GPUs on PC and video game console platforms.
Genet. Program. Evolvable Mach., 2010
Variable population size and evolution acceleration: a case study with a parallel evolutionary algorithm.
Genet. Program. Evolvable Mach., 2010
Genet. Program. Evolvable Mach., 2010
Appl. Soft Comput., 2010
Appl. Soft Comput., 2010
Detecting anomalies in spatiotemporal data using genetic algorithms with fuzzy community membership.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Self modifying cartesian genetic programming: finding algorithms that calculate pi and e to arbitrary precision.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Applications of Evolutionary Computation, 2010
Proceedings of the Genetic Programming, 13th European Conference, 2010
Fast and effective predictability filters for stock price series using linear genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010
2009
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009
A study of heuristic combinations for hyper-heuristic systems for the uncapacitated examination timetabling problem.
Eur. J. Oper. Res., 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Soft memory for stock market analysis using linear and developmental genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Evolution, development and learning using self-modifying cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Prediction of Interday Stock Prices Using Developmental and Linear Genetic Programming.
Proceedings of the Applications of Evolutionary Computing, 2009
Proceedings of the Genetic Programming, 12th European Conference, 2009
Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing.
Proceedings of the Genetic Programming, 12th European Conference, 2009
Investigations of Wilson's and Traulsen's Group Selection Models in Evolutionary Computation.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009
Discovery of email communication networks from the Enron corpus with a genetic algorithm using social network analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Int. J. High Perform. Syst. Archit., 2008
Artif. Intell. Eng. Des. Anal. Manuf., 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Nonsynonymous to Synonymous Substitution Ratio ka/ks: Measurement for Rate of Evolution in Evolutionary Computation.
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Measuring rate of evolution in genetic programming using amino acid to synonymous substitution ratio <i>k<sub>a</sub>/k<sub>s</sub></i>.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic Programming, 11th European Conference, 2008
Proceedings of the Genetic Programming, 11th European Conference, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008
2007
Reducing the Number of Fitness Evaluations in Graph Genetic Programming Using a Canonical Graph Indexed Database.
Evol. Comput., 2007
Analysis of Preferential Network Motif Generation in an Artificial Regulatory Network Model Created by Duplication and Divergence.
Adv. Complex Syst., 2007
Proceedings of the 21st Annual International Symposium on High Performance Computing Systems and Applications (HPCS 2007), 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic Programming, 10th European Conference, 2007
A Genetic Programming Approach to the Generation of Hyper-Heuristics for the Uncapacitated Examination Timetabling Problem.
Proceedings of the Progress in Artificial Intelligence, 2007
2006
"Going Back to our Roots": Second Generation Biocomputing.
Int. J. Unconv. Comput., 2006
Proceedings of the Genetic Programming, 9th European Conference, 2006
2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic Programming, 8th European Conference, 2005
Proceedings of the Genetic Programming, 8th European Conference, 2005
2004
Proceedings of the Unconventional Programming Paradigms, 2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
2003
On the Scalability of Social Order: Modeling the Problem of Double and Multi Contingency Following Luhmann.
J. Artif. Soc. Soc. Simul., 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Decreasing the Number of Evaluations in Evolutionary Algorithms by Using a Meta-model of the Fitness Function.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003
Proceedings of the Ad-Hoc, Mobile, and Wireless Networks, Second International Conference, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
Evolving Chess Playing Programs.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Proceedings of the Genetic Programming, 5th European Conference, 2002
Automatic Generation of Control Programs for Walking Robots Using Genetic Programming.
Proceedings of the Genetic Programming, 5th European Conference, 2002
Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programming.
Proceedings of the Genetic Programming, 5th European Conference, 2002
2001
A comparison of linear genetic programming and neural networks in medical data mining.
IEEE Trans. Evol. Comput., 2001
Genet. Program. Evolvable Mach., 2001
Proceedings of the Genetic Programming, 4th European Conference, 2001
Proceedings of the Genetic Programming, 4th European Conference, 2001
Spontaneous Formation of Proto-cells in an Universal Artificial Chemistry on a Planar Graph.
Proceedings of the Advances in Artificial Life, 6th European Conference, 2001
Proceedings of the Advances in Artificial Life, 6th European Conference, 2001
Proceedings of the Advances in Artificial Life, 6th European Conference, 2001
Proceedings of the DNA Computing, 7th International Workshop on DNA-Based Computers, 2001
2000
Künstliche Chemie.
Künstliche Intell., 2000
Proceedings of the Parallel Problem Solving from Nature, 2000
Multi-Agent Systems Inspired by Artificial Chemistries: A Case Study in Automated Theorem Proving.
Proceedings of the 4th International Conference on Multi-Agent Systems, 2000
1999
IEEE Trans. Evol. Comput., 1999
Homologous Crossover in Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Dynamical Properties of the Fitness Landscape of a GP Controlled Random Morphology Robot.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Parallel Machine Code Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
Robotics Auton. Syst., 1998
Proceedings of the Evolutionary Robotics, First European Workshop, 1998
Proceedings of the Genetic Programming, First European Workshop, 1998
1997
An On-Line Method to Evolve Behavior and to Control a Miniature Robot in Real Time with Genetic Programming.
Adapt. Behav., 1997
Introns in Nature and in Simulated Structure Evolution.
Proceedings of the Biocomputing and emergent computation: Proceedings of BCEC97, 1997
1996
The Effect of Extensive Use of the Mutation Operator on Generalization in Genetic Programming Using Sparse Data Sets.
Proceedings of the Parallel Problem Solving from Nature, 1996
1995
Evolving Turing-Complete Programs for a Register Machine with Self-modifying Code.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995
Complexity Compression and Evolution.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995
Interactive Evolution of Images.
Proceedings of the Fourth Annual Conference on Evolutionary Programming, 1995
Proceedings of the Evolution and Biocomputation, Computational Models of Evolution, 1995
Proceedings of the Evolution and Biocomputation, Computational Models of Evolution, 1995
Proceedings of the Artificial Evolution, European Conference, 1995
1994
Complex Syst., 1994
Complex Syst., 1994
Genotype-Phenotype-Mapping and Neutral Variation - A Case Study in Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature, 1994
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994
1993
Biol. Cybern., 1993
Biol. Cybern., 1993
Topological Aspects of Genetic Algorithms.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993
Genetic Programming for Pedestrians.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993
1991
1990
1989
Proceedings of the Parallelism, Learning, Evolution, Workshop on Evolutionary Models and Strategies, Neubiberg, Germany, March 10-11, 1989, Workshop on Parallel Processing: Logic, Organization, and Technology, 1989