OPTIMISER FOR THE DECC 2050 CALCULATOR TOOL
This is a toy genetic algorithm optimiser for the DECC 2050 Pathways Calculator. It allows multi-criteria non-linear optimisation of possible pathways for the UK's energy system.
Further detail on the overall project: http://www.decc.gov.uk/2050
Canonical source for this optimizer: http://github.com/decc/decc_2050_optimizer
STATUS
Right now this is a naive implementation that we are messing around with. It has not been used in anger.
INSTALATION
Requires:
- ruby 1.9.3 (www.ruby-lang.org)
- a standard C compiler and libraries
- the R statistical package (only if you want to plot the visualisations)
- the zeromq libary (only if you want to run in parallel processing mode)
Requires the bundler gem:
sudo gem install bundler
To install dependencies:
cd decc_2050_optimizer
bundler
INSTRUCTIONS
STANDARD PROCESSING
To run an example optimisation
cd decc_2050_optimizer
ruby examples/optimise_ghg.rb
To write your optimisation, take a look at:
examples/optimise_cost_no_nuclear.rb
PARALELL PROCESSING
The code has support for parallel processing. To use it, you must first run a few worker processes:
bundle exec lib/parallel_processing_worker.rb
Then you should set the optimiser to use the workers. This means adding:
optimiser.setup_parallel_processing
before calling
optimiser.run!
For an example, take a look at examples/optimise_cost_no_nuclear_parallel.rb or run it by:
bundle exec examples/optimise_cost_no_nuclear_parallel.rb
HACKING
Grateful for bugs and patches: http://github.com/decc/decc_2050_optimizer
CONTACT
Department of Energy and Climate Change 3 Whitehall Place London SW1A 1AA
LICENCE
Where not otherwise covered by separate copyright, this source code is Crown Copyright (c) 2012
Where not otherwise covered by a separate licence, this source code is distributed under the MIT licence: http://www.opensource.org/licenses/mit-license.php
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.