The C programming language
A programmer's guide to object-oriented programming in Common LISP
A programmer's guide to object-oriented programming in Common LISP
Genetic programming II: automatic discovery of reusable programs
Genetic programming II: automatic discovery of reusable programs
Genetic Algorithms and Simulated Annealing
Genetic Algorithms and Simulated Annealing
A Representation for the Adaptive Generation of Simple Sequential Programs
Proceedings of the 1st International Conference on Genetic Algorithms
Uniform Crossover in Genetic Algorithms
Proceedings of the 3rd International Conference on Genetic Algorithms
A Review of the “Advances in Genetic Programming” Series (Volumes 1, 2 and 3)
Genetic Programming and Evolvable Machines
Genetic Programming and Autoconstructive Evolution with the Push Programming Language
Genetic Programming and Evolvable Machines
Declarative and Preferential Bias in GP-based Scientific Discovery
Genetic Programming and Evolvable Machines
Using genetic programming to learn and improve control knowledge
Artificial Intelligence
Towards a Descriptive Model of Agent Strategy Search
Computational Economics
Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming
Proceedings of the Applications of Evolutionary Computing on EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN
Genetic Programming and Domain Knowledge: Beyond the Limitations of Grammar-Guided Machine Discovery
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Off-Line Evolution of Behaviour for Autonomous Agents in Real-Time Computer Games
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Automatic Recurrent and Feed-Forward ANN Rule and Expression Extraction with Genetic Programming
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Discovering Fuzzy Classification Rules with Genetic Programming and Co-evolution
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Hybrid Computational Intelligence Schemes in Complex Domains: An Extended Review
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Towards Genetic Programming for Texture Classification
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
The Importance of Representing Cognitive Processes in Multi-agent Models
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Polymorphism and Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
Evolving Fuzzy Decision Trees with Genetic Programming and Clustering
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Avoiding the Bloat with Stochastic Grammar-Based Genetic Programming
Selected Papers from the 5th European Conference on Artificial Evolution
Ripple Crossover in Genetic Programming
EuroGP '01 Proceedings of the 4th European Conference on Genetic Programming
General schema theory for genetic programming with subtree-swapping crossover: part I
Evolutionary Computation
Evolutionary algorithms in modeling and animation
Handbook of computer animation
Intelligent data analysis
General schema theory for genetic programming with subtree-swapping crossover: Part II
Evolutionary Computation
Genetic Programming and Evolvable Machines
Genetic programming in classifying large-scale data: an ensemble method
Information Sciences: an International Journal - Special issue: Soft computing data mining
An extension of vose's markov chain model for genetic algorithms
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
CGP visits the Santa Fe trail: effects of heuristics on GP
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Evolving rule-based systems in two medical domains using genetic programming
Artificial Intelligence in Medicine
Learning Concept Descriptions with Typed Evolutionary Programming
IEEE Transactions on Knowledge and Data Engineering
Adaptable representation in GP
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Genetic Programming and Evolvable Machines
GP-Gammon: Genetically Programming Backgammon Players
Genetic Programming and Evolvable Machines
Learning to Solve Planning Problems Efficiently by Means of Genetic Programming
Evolutionary Computation
Emergence of Cooperation: State of the Art
Artificial Life
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Evolutionary unit testing of object-oriented software using strongly-typed genetic programming
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Metadata and its impact on libraries: Book Reviews
Journal of the American Society for Information Science and Technology
An abstraction-based genetic programming system
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Evolving problem heuristics with on-line ACGP
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Evolving Lucene search queries for text classification
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Graph structured program evolution
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Evolving kernels for support vector machine classification
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Finding a Common Motif of RNA Sequences Using Genetic Programming: The GeRNAMo System
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Introduction to the special issue: Trends in evolutionary methods for program induction
Evolutionary Computation
Evolutionary program induction directed by logic grammars
Evolutionary Computation
Collective adaptation: The exchange of coding segments
Evolutionary Computation
Scaling of program fitness spaces
Evolutionary Computation
Evolution of Agent, Remotely Operating a Scale Model of a Car Through a Latent Video Feedback
Journal of Intelligent and Robotic Systems
Using genetic programming for artificial neural network development and simplification
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Functional genetic programming and exhaustive program search with combinator expressions
International Journal of Knowledge-based and Intelligent Engineering Systems - Genetic Programming An Emerging Engineering Tool
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
Genetic programming with polymorphic types and higher-order functions
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
MLS security policy evolution with genetic programming
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Evolving strategy for a probabilistic game of imperfect information using genetic programming
Genetic Programming and Evolvable Machines
Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Predicting Defects in Software Using Grammar-Guided Genetic Programming
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
Evolving Regular Expressions for GeneChip Probe Performance Prediction
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Information Sciences: an International Journal
A comparison between ATNoSFERES and Learning Classifier Systems on non-Markov problems
Information Sciences: an International Journal
Genetic Programming and Model Checking: Synthesizing New Mutual Exclusion Algorithms
ATVA '08 Proceedings of the 6th International Symposium on Automated Technology for Verification and Analysis
An improved representation for evolving programs
Genetic Programming and Evolvable Machines
Multi-objective Improvement of Software Using Co-evolution and Smart Seeding
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Evolving Simple Art-Based Games
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Genetic Image Network for Image Classification
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Modeling Pheromone Dispensers Using Genetic Programming
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Evolutionary organizational search
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Automatic Recurrent ANN development for signal classification: detection of seizures in EEGs
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
GP-rush: using genetic programming to evolve solvers for the rush hour puzzle
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Genetic programming in the wild: evolving unrestricted bytecode
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Analytical features: a knowledge-based approach to audio feature generation
EURASIP Journal on Audio, Speech, and Music Processing
Entailment for specification refinement
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Evolving control laws for a network of traffic signals
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
GP-COM: a distributed, component-based genetic programming system in C++
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Information and Software Technology
Hyperspectral image analysis using genetic programming
Applied Soft Computing
Construction of Hoare Triples under Generalized Model with Semantically Valid Genetic Operations
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
Evolving simple feed-forward and recurrent ANNs for signal classification: a comparison
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Bankruptcy prediction with neural logic networks by means of grammar-guided genetic programming
Expert Systems with Applications: An International Journal
A comparison of classification accuracy of four genetic programming-evolved intelligent structures
Information Sciences: an International Journal
Building decision tree software quality classification models using genetic programming
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
A novel approach to machine discovery: genetic programming and stochastic grammars
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
Developmental models for emergent computation
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Integrating learning and inference in multi-agent systems using cognitive context
MABS'06 Proceedings of the 2006 international conference on Multi-agent-based simulation VII
A SOM and GP tool for reducing the dimensionality of a financial distress prediction problem
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Model checking-based genetic programming with an application to mutual exclusion
TACAS'08/ETAPS'08 Proceedings of the Theory and practice of software, 14th international conference on Tools and algorithms for the construction and analysis of systems
Cost-benefit investigation of a genetic-programming hyperheuristic
EA'07 Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution
Automatic design of vision-based obstacle avoidance controllers using genetic programming
EA'07 Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution
Grammar-based Genetic Programming: a survey
Genetic Programming and Evolvable Machines
Open issues in genetic programming
Genetic Programming and Evolvable Machines
Extending genetic programming to evolve perceptron-like learning programs
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Evolving efficient list search algorithms
EA'09 Proceedings of the 9th international conference on Artificial evolution
Duplication of coding segments in genetic programming
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Interactive evolution of camouflage
Artificial Life
Have your spaghetti and eat it too: evolutionary algorithmics and post-evolutionary analysis
Genetic Programming and Evolvable Machines
Towards the development of self-ant systems
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Evolving board-game players with genetic programming
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Designing pheromone update strategies with strongly typed genetic programming
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
Evolving textures from high level descriptions: gray with an accent color
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Evolutionary computation techniques for intrusion detection in mobile ad hoc networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Emergent cooperation in robocup: a review
RoboCup 2005
Evolving rules for document classification
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
GP-EndChess: using genetic programming to evolve chess endgame players
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
GP-Gammon: using genetic programming to evolve backgammon players
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
GP-Robocode: using genetic programming to evolve robocode players
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
EuroGP'10 Proceedings of the 13th European conference on Genetic Programming
HYPERION: a recursive hyper-heuristic framework
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
Automatic generation of 2-antwars players with genetic programming
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Artificial Intelligence in Medicine
Evolving high-level imperative program trees with strongly formed genetic programming
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Genetic Programming and Evolvable Machines
MT-CGP: mixed type cartesian genetic programming
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Multi-objective coevolutionary automated software correction
Proceedings of the 14th annual conference on Genetic and evolutionary computation
EpochX: genetic programming in java with statistics and event monitoring
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
On the architecture and implementation of tree-based genetic programming in HeuristicLab
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Genetic Programming and Evolvable Machines
Advances in Software Engineering
Learning expressive linkage rules using genetic programming
Proceedings of the VLDB Endowment
Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering
A Historical Perspective on the Evolution of Executable Structures
Fundamenta Informaticae
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Inference of hidden variables in systems of differential equations with genetic programming
Genetic Programming and Evolvable Machines
An effective parse tree representation for tartarus
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Proceedings of the 15th annual conference on Genetic and evolutionary computation
HH-evolver: a system for domain-specific, hyper-heuristic evolution
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Event-based graphical monitoring in the EpochX genetic programming framework
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Co-evolutionary automatic programming for software development
Information Sciences: an International Journal
Evolutionary game design: automated game design comes of age
ACM SIGEVOlution
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Genetic programming is a powerful method for automatically generating computer programs via the process of natural selection (Koza, 1992). However, in its standard form, there is no way to restrict the programs it generates to those where the functions operate on appropriate data types. In the case when the programs manipulate multiple data types and contain functions designed to operate on particular data types, this can lead to unnecessarily large search times and/or unnecessarily poor generalization performance. Strongly typed genetic programming (STGP) is an enhanced version of genetic programming that enforces data-type constraints and whose use of generic functions and generic data types makes it more powerful than other approaches to type-constraint enforcement. After describing its operation, we illustrate its use on problems in two domains, matrix/vector manipulation and list manipulation, which require its generality. The examples are (1) the multidimensional least-squares regression problem, (2) the multidimensional Kalman filter, (3) the list manipulation function NTH, and (4) the list manipulation function MAPCAR.