posted by user: MetaH || 3636 views || tracked by 9 users: [display]

HGPA 2015 : Call for Chapters: Handbook of Genetic Programming Applications

FacebookTwitterLinkedInGoogle

Link: http://www.journals.elsevier.com/automation-in-construction/call-for-papers/special-issue-big-data-in-civil-engineering/
 
When N/A
Where N/A
Abstract Registration Due Jul 30, 2014
Submission Deadline Oct 15, 2014
Notification Due Nov 20, 2014
Final Version Due Dec 20, 2014
Categories    genetic programming   artificial intelligence   soft computiong   evolutionary computation
 

Call For Papers

Title:
“Handbook of Genetic Programming Applications”

Editors:
Amir H. Gandomi (The University of Akron, USA, e-mail: ag72@uakron.edu)
Amir H. Alavi (Michigan State University, USA, e-mail: alavi@msu.edu)
Conor Ryan (University of Limerick, Ireland, e-mail: conor.ryan@ul.ie)

Scope and Aims:
In the past two decades, artificial intelligence algorithms have proved to be promising tools for solving a multitude of tough scientific problems. Many of these stochastic search techniques do not suffer from some of the deficiencies of mathematical programming-based optimum design methods such as continuous objective function, stringent requirements of smoothness and gradients of the objective and constraint functions. Thus, global optimum (or suboptimal) design can be achievable with a finite number of search iterations. One of the most exciting of these methods is Genetic Programming (GP), inspired by natural evolution and the Darwinian concept of “Survival of the Fittest”. The use of GP has grown significantly in the last ten years in almost every area of science and engineering. This book strives to review the latest development of GP and its key applications in solving real world problems.

Topics of interest in the application domain include (but not limited to):

• Agricultural Sciences
• Biological Sciences
• Business Management & Accounting
• Chemistry
• Earth & Planetary Sciences
• Engineering & Technology
• Energy Conversion & Management
• Environmental Sciences
• Medical Sciences


Topics of interest in the computing domain include (but not limited to):

• Tree-based GP
• Graph-based GP
• Grammar-based GP
• Linear GP
• Grammatical Evolution
• Multi-expression programming
• Gene Expression Programming
• Cartesian GP
• Infix Form GP
• Multi-Population GP
• Multi-Objective GP
• Fast/Parallel GP
• Probabilistic GP
• Object-Oriented GP
• Hybridization of Algorithms


This book will serve as an excellent reference providing all the details required for a successful application of GP and its branches to challenging real-world problems. Therefore, the authors are encouraged to use publicly accessible data or to make the used data available.


Timetable:
Call for chapters: June 2014
Deadline for submission of abstract*: July 30, 2014
Deadline for submission of manuscripts: October 15, 2014
Review period: October 15 to November 20, 2014
Deadline for submission of the revised version: December 20, 2014
Final decision due: December 31, 2014

* Tentative abstract, along with title, authors’ name and their affiliation, should be emailed to one of the editors with title of “New Submission for HGPA”.

Publication of the handbook: Early 2015

Publisher: Springer

Related Resources

EuroGP 2021   The 24th European Conference on Genetic Programming
FAIML 2020-Ei Compendex & Scopus 2020   2020 2nd International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2020)
EvoStar 2021   EvoStar 2021: The Leading European Event on Bio-Inspired Computation.
EI-JCRAI 2020   2020 International Joint Conference on Robotics and Artificial Intelligence (JCRAI 2020)
MTAP-SI [1200] 2020   Special Issue call for Papers in Machine Vision Theory and Applications for Cyber Physical Systems [1200]
AICA 2020   O'Reilly AI Conference San Jose
ICLP 2020   The 36th International Conference on Logic Programming
ISCAI 2020   2020 2nd International Symposium on Computing and Artificial Intelligence (ISCAI 2020)
ASPLOS 2021   Architectural Support for Programming Languages and Operating Systems
SA-TTA 2021   The 9th track on Software Architecture: Theory, Technology, and Applications (SA-TTA) at the 36th ACM/SIGAPP Symposium On Applied Computing (SAC 2021)