Shape grammars and grammatical evolution for evolutionary design
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
An exploration of learning and grammars in grammatical evolution
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Grammar-based Genetic Programming: a survey
Genetic Programming and Evolvable Machines
Open issues in genetic programming
Genetic Programming and Evolvable Machines
A comparison of GE and TAGE in dynamic environments
Proceedings of the 13th annual conference on Genetic and evolutionary computation
A non-destructive grammar modification approach to modularity in grammatical evolution
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Dynamic environments can speed up evolution with genetic programming
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
A symbolic regression approach to manage femtocell coverage using grammatical genetic programming
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Examining grammars and grammatical evolution in dynamic environments
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Genotype-phenotype mapping in dynamic environments with grammatical evolution
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Examining mutation landscapes in grammar based genetic programming
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
Investigation of the performance of different mapping orders for GE on the max problem
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Evolving a ms. pacman controller using grammatical evolution
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
An analysis of the behaviour of mutation in grammatical evolution
EuroGP'10 Proceedings of the 13th European conference on Genetic Programming
An analysis of genotype-phenotype maps in grammatical evolution
EuroGP'10 Proceedings of the 13th European conference on Genetic Programming
A local search interface for interactive evolutionary architectural design
EvoMUSART'12 Proceedings of the First international conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design
Constituent grammatical evolution
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Comparing methods for module identification in grammatical evolution
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Comparing the robustness of grammatical genetic programming solutions for femtocell algorithms
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Evolving femtocell algorithms with dynamic and stationary training scenarios
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Analyzing module usage in grammatical evolution
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
A comparison of grammatical genetic programming grammars for controlling femtocell network coverage
Genetic Programming and Evolvable Machines
Understanding expansion order and phenotypic connectivity in πGE
EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
On the utility of trading criteria based retraining in forex markets
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Benchmarking pareto archiving heuristics in the presence of concept drift: diversity versus age
Proceedings of the 15th annual conference on Genetic and evolutionary computation
On the impact of streaming interface heuristics on GP trading agents: an FX benchmarking study
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Towards a dynamic benchmark for genetic programming
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A methodology for user directed search in evolutionary design
Genetic Programming and Evolvable Machines
Vector-valued function estimation by grammatical evolution for autonomous robot control
Information Sciences: an International Journal
Hi-index | 0.00 |
Dynamic environments abound, encompassing many real-world problems in fields as diverse as finance, engineering, biology and business. A vibrant research literature has emerged which takes inspiration from evolutionary processes to develop problem-solvers for these environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is a cutting edge volume illustrating current state of the art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. The book provides a clear introduction to dynamic environments and the types of change that can occur. This is followed by a detailed description of evolutionary computation, concentrating on the powerful Grammatical Evolution methodology. It continues by addressing fundamental issues facing all Evolutionary Algorithms in dynamic problems, such as how to adapt and generate constants, how to enhance evolvability and maintain diversity. Finally, the developed methods are illustrated with application to the real-world dynamic problem of trading on financial time-series. The book was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, who are seeking to apply grammar-based evolutionary algorithms to solve problems in dynamic environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is the second book dedicated to the topic of Grammatical Evolution.