I've wondered about someone building a web-based front end for some of ECJs capabilities.  It could let you assemble some simplified pipeline of tools, using some intuitive visual metaphor to get users up and running without requiring any programming or editing of configuration files.  Something like that might significantly increase the reach of ECJ by making it more accessible.  Would be nice to be able to upload or paste a file of input data, set up some fitness function somehow, and unleash the pipeline on it via the web interface.  A visual interface for the pipeline would make it simpler to play around with settings and selections of algorithms.

On Mon, Jul 25, 2016 at 2:40 PM, Sean Luke [log in to unmask] [genetic_programming] <[log in to unmask]> wrote:

George Mason University has won a 3-year NSF grant specifically to enhance the ECJ evolutionary computation toolkit into a broad-based library useful to the entire metaheuristics community.


We need two things:

1. We need suggestions for what we should do beyond the list below (which is a summary of roughly what we proposed). In order to convert ECJ into a general-purpose toolkit that could serve as a central library to the generl metaheuristics community, what is missing from our proposed work below? What would you like to see?

2. We'll be building a board of "power users" of ECJ to assess the work and make recommendations here and there. It'll be infrequent and minimal work on your part, but it's important for us. I would like you to recommend (directly to me) people to be on that board. Yes you can recommend yourself.

Here's what we have proposed. What do you think should also be there?

1. Make ECJ More Robust
1A. Construct a test harness for ECJ
1B. Make distribution-based system tests for ECJ
1C. Make unit tests for ECJ

2. Add Metaheuristics Frameworks to ECJ
2A. Build an Efficient Single-State optimization package (for hill-climbing simualted annealing, tabu search, etc.)
2B. Build a Combinatorial Optimization package (for GRASP, AS, ACS, and likely certain more recent ACO algorithms -- suggestions?)
2C. Abstract and extend the Model Fitting Package beyond CMA-ES (probably to PBIL, UMDA, BIPOP-CMA-ES or AMaLGaM IDEA -- suggestions?)
2D. Build tools to permit hybrid architectures (ILS, memetic algorithms), building off if our mete-evolution facility. Suggestions of specific algorithms to include?
2E. Add NEAT

3. Make ECJ Easier to Use
3A. Eclipse integration (wizards, code skeletons)
3B. Very significantly revise and update ECJ's GUI

4. Make ECJ More Useful for Analysis
4A. Facilities to dump statistics directly to R.
4B. Integrate standard implementations of statistical analyses, such as T-tests etc.
4C. Add significant number of vector benchmarks, from BBOB etc.
4D. Work with representation-specific communities (notably GP, ACO, NEAT) to add often-used benchmark problems.



Posted by: Sean Luke <[log in to unmask]>
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