Size Fair and Homologous Tree Crossovers for Tree Genetic Programming
Genetic Programming and Evolvable Machines
Genetic Programming and Evolvable Machines
Genetic Programming Bloat without Semantics
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
From Syntactical to Semantical Mutation Operators for Structure Optimization
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Transformation of Equational Specification by Means of Genetic Programming
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
On the design of problem-specific evolutionary algorithms
Advances in evolutionary computing
Alternative evolutionary algorithms for evolving programs: evolution strategies and steady state GP
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Application of genetic programming to the calibration of industrial robots
Computers in Industry
Initialization method for grammar-guided genetic programming
Knowledge-Based Systems
Scalable estimation-of-distribution program evolution
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
On the genetic programming of time-series predictors for supply chain management
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A Comparison of three evolutionary strategies for multiobjective genetic programming
Artificial Intelligence Review
Online hybrid traffic classifier for Peer-to-Peer systems based on network processors
Applied Soft Computing
Program Evolution for General Intelligence
Proceedings of the 2007 conference on Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms: Proceedings of the AGI Workshop 2006
Semantic analysis of program initialisation in genetic programming
Genetic Programming and Evolvable Machines
A survey and taxonomy of performance improvement of canonical genetic programming
Knowledge and Information Systems
The influence of mutation on population dynamics in multiobjective genetic programming
Genetic Programming and Evolvable Machines
Bloat control operators and diversity in genetic programming: A comparative study
Evolutionary Computation
G3P-MI: A genetic programming algorithm for multiple instance learning
Information Sciences: an International Journal
Time-series forecasting using a system of ordinary differential equations
Information Sciences: an International Journal
Synthesizing solutions to the leader election problem using model checking and genetic programming
HVC'09 Proceedings of the 5th international Haifa verification conference on Hardware and software: verification and testing
Learning approaches for developing successful seller strategies in dynamic supply chain management
Information Sciences: an International Journal
A gaussian groundplan projection area model for evolving probabilistic classifiers
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Unearthing a Fossil from the History of Evolutionary Computation
Fundamenta Informaticae
A Historical Perspective on the Evolution of Executable Structures
Fundamenta Informaticae
| Hi-index | 0.00 |
An evolutionary programming procedure is used for optimizing computer programs in the form of symbolic expressions. Six tree mutation operators are proposed. Recombination operators such as crossover are not included. The viability and efficiency of the method is extensively investigated on a set of well-studied problems. The evidence indicates that the technique is not only viable but is indeed capable of evolving good computer programs. The results compare well with other evolutionary methods that rely on crossover to solve the same problems