3 Email {
lyndon,
lucas,luigi}@csse.uwa.edu.au
for any queries regarding
4 usage/bugs/improvements.
6 This
code includes a high performance implementation of the WFG
algorithm,
7 used
to calculate the hypervolume indicator
for a
set of non-dominated points.
11 Code used
to calculate the 3D hypervolume base
case was taken from
hv-1.2 available at
14 Carlos M. Fonseca, Luís
Paquete,
and Manuel López-Ibáñez. An improved
15 dimension-sweep
algorithm for the hypervolume indicator. In IEEE
30 # calculates hypervolume for frontfile using reference point 0, 0, ..., 0
31 wfgX FRONTFILE r1 r2 .. rd
32 # calculates hypervolume for frontfile using reference point r1, r2, .., rd
34 Code currently performs minimisation hypervolume calculations relative
to the
35 reference point.
However,
it can be easily transformed
to allow maximisation calculations.
40 A file can contain
any number of fronts, laid out as
follows:
43 0.598 0.737 0.131 0.916 6.745
44 0.263 0.740 0.449 0.753 6.964
45 0.109 8.483 0.199 0.302 8.872
47 0.598 0.737 0.131 0.916 6.745
48 0.263 0.740 0.449 0.753 6.964
49 0.109 8.483 0.199 0.302 8.872
54 - objective values are separated by spaces.
56 - fronts are separated by #s.
58 - all fronts use the same reference point, therefore all points in all
59 fronts must have the same number of objectives.
74 PARTICULAR PURPOSE. See the GNU General Public
License for more details.
78 Code
for the
hv3_AVL function in wfg.c
is Copyright (C) 2006-2010 Carlos M. Fonseca, Manuel
91 MERCHANTABILITY
or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
92 General Public
License for more details.
94 IMPORTANT
NOTE: Please be aware that the fact that
this program is
95 released as Free Software does
not excuse
you from scientific
96 propriety, which obligates
you to give appropriate credit!
If you
97 write a scientific paper describing research that made substantive use
98 of
this program,
it is your obligation as a scientist
to (a) mention
100 (b) mention the
algorithm in the References section. The appropriate
103 Carlos M. Fonseca, Luís
Paquete,
and Manuel López-Ibáñez. An improved
104 dimension-sweep
algorithm for the hypervolume indicator. In IEEE
109 manuel.lopez-ibanez@ulb.ac.be with citations of papers referencing
this
110 work so I can mention them
to my funding agent
and tenure committee.
b mention the algorithm in the References section The appropriate citation Luís and Manuel López Ibáñez An improved dimension sweep algorithm for the hypervolume indicator In IEEE Congress on Evolutionary July as a personal note
and give any other recipients of the Program a copy of this License along with the Program You may charge a fee for the physical act of transferring a and you may at your option offer warranty protection in exchange for a fee You may modify your copy or copies of the Program or any portion of thus forming a work based on the and copy and distribute such modifications or work under the terms of Section provided that you also meet all of these that in whole or in part contains or is derived from the Program or any part to be licensed as a whole at no charge to all third parties under the terms of this License c If the modified program normally reads commands interactively when you must cause when started running for such interactive use in the most ordinary to print or display an announcement including an appropriate copyright notice and a notice that there is no and telling the user how to view a copy of this and can be reasonably considered independent and separate works in then this and its terms
without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE See the GNU General Public License for more details Code for the hv3_AVL function in wfg c is Manuel López Ibáñez and Luís Paquete Original code contains the following notice
Lyndon Lucas Luigi Barone Email luigi csse uwa edu au for any queries regarding usage bugs improvements This code includes a high performance implementation of the WFG used to calculate the hypervolume indicator for a set of non dominated points Luís and Manuel López Ibáñez An improved dimension sweep algorithm for the hypervolume indicator In IEEE Congress on Evolutionary July Please find the copyright notice below e g make it can be easily transformed to allow maximisation calculations FILE laid out as follows
and that you know you can do these things To protect your we need to make restrictions that forbid anyone to deny you these rights or to ask you to surrender the rights These restrictions translate to certain responsibilities for you if you distribute copies of the or if you modify it For if you distribute copies of such a program
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Lyndon Lucas Luigi Barone Email luigi csse uwa edu au for any queries regarding usage bugs improvements This code includes a high performance implementation of the WFG used to calculate the hypervolume indicator for a set of non dominated points Luís Paquete
c Accompany it with the information you received as to the offer to distribute corresponding source complete source code means all the source code for all modules it plus any associated interface definition plus the scripts used to control compilation and installation of the executable as a special the source code distributed need not include anything that is normally and so on of the operating system on which the executable unless that component itself accompanies the executable If distribution of executable or object code is made by offering access to copy from a designated then offering equivalent access to copy the source code from the same place counts as distribution of the source even though third parties are not compelled to copy the source along with the object code You may not or distribute the Program except as expressly provided under this License Any attempt otherwise to sublicense or distribute the Program is and will automatically terminate your rights under this License parties who have received or from you under this License will not have their licenses terminated so long as such parties remain in full compliance You are not required to accept this since you have not signed it nothing else grants you permission to modify or distribute the Program or its derivative works These actions are prohibited by law if you do not accept this License by modifying or distributing the you indicate your acceptance of this License to do and all its terms and conditions for distributing or modifying the Program or works based on it Each time you redistribute the the recipient automatically receives a license from the original licensor to distribute or modify the Program subject to these terms and conditions You may not impose any further restrictions on the recipients exercise of the rights granted herein You are not responsible for enforcing compliance by third parties to this License If
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they could even be mouse clicks or menu items whatever suits your program You should also get your if any
Lyndon Lucas Luigi Barone Email luigi csse uwa edu au for any queries regarding usage bugs improvements This code includes a high performance implementation of the WFG used to calculate the hypervolume indicator for a set of non dominated points Luís and Manuel López Ibáñez An improved dimension sweep algorithm for the hypervolume indicator In IEEE Congress on Evolutionary Vancouver
b Accompany it with a written valid for at least three to give any third for a charge no more than your cost of physically performing source a complete machine readable copy of the corresponding source code
Lyndon Lucas Luigi Barone Email luigi csse uwa edu au for any queries regarding usage bugs improvements This code includes a high performance implementation of the WFG used to calculate the hypervolume indicator for a set of non dominated points Luís and Manuel López Ibáñez An improved dimension sweep algorithm for the hypervolume indicator In IEEE Congress on Evolutionary July Please find the copyright notice below e g make march
and give any other recipients of the Program a copy of this License along with the Program You may charge a fee for the physical act of transferring a and you may at your option offer warranty protection in exchange for a fee You may modify your copy or copies of the Program or any portion of thus forming a work based on the and copy and distribute such modifications or work under the terms of Section provided that you also meet all of these that in whole or in part contains or is derived from the Program or any part to be licensed as a whole at no charge to all third parties under the terms of this License c If the modified program normally reads commands interactively when run
c Accompany it with the information you received as to the offer to distribute corresponding source complete source code means all the source code for all modules it plus any associated interface definition plus the scripts used to control compilation and installation of the executable as a special the source code distributed need not include anything that is normally and so on of the operating system on which the executable unless that component itself accompanies the executable If distribution of executable or object code is made by offering access to copy from a designated then offering equivalent access to copy the source code from the same place counts as distribution of the source even though third parties are not compelled to copy the source along with the object code You may not or distribute the Program except as expressly provided under this License Any attempt otherwise to sublicense or distribute the Program is and will automatically terminate your rights under this License parties who have received or from you under this License will not have their licenses terminated so long as such parties remain in full compliance You are not required to accept this since you have not signed it nothing else grants you permission to modify or distribute the Program or its derivative works These actions are prohibited by law if you do not accept this License by modifying or distributing the you indicate your acceptance of this License to do so
const T * find(const T table[], const std::string &name)
Look up name.
they are outside its scope The act of running the Program is not and the output from the Program is covered only if its contents constitute a work based on the in any provided that you conspicuously and appropriately publish on each copy an appropriate copyright notice and disclaimer of warranty
and give any other recipients of the Program a copy of this License along with the Program You may charge a fee for the physical act of transferring a and you may at your option offer warranty protection in exchange for a fee You may modify your copy or copies of the Program or any portion of thus forming a work based on the and copy and distribute such modifications or work under the terms of Section provided that you also meet all of these that in whole or in part contains or is derived from the Program or any part to be licensed as a whole at no charge to all third parties under the terms of this License c If the modified program normally reads commands interactively when you must cause when started running for such interactive use in the most ordinary to print or display an announcement including an appropriate copyright notice and a notice that there is no and telling the user how to view a copy of this and can be reasonably considered independent and separate works in then this and its do not apply to those sections when you distribute them as separate works But when you distribute the same sections as part of a whole which is a work based on the the distribution of the whole must be on the terms of this whose permissions for other licensees extend to the entire and thus to each and every part regardless of who wrote it it is not the intent of this section to claim rights or contest your rights to work written entirely by you
set(_SRCS Action.cpp Attribute.cpp AttributeBase.cpp AttributeHandler.cpp BeamSequence.cpp Definition.cpp Directory.cpp Element.cpp Invalidator.cpp OpalData.cpp Object.cpp ObjectFunction.cpp PlaceRep.cpp RangeRep.cpp Table.cpp TableRowRep.cpp ValueDefinition.cpp) include_directories($
either version of the but WITHOUT ANY WARRANTY
Lyndon Lucas Luigi Barone Email lyndon
c Accompany it with the information you received as to the offer to distribute corresponding source complete source code means all the source code for all modules it plus any associated interface definition plus the scripts used to control compilation and installation of the executable However
and that you know you can do these things To protect your we need to make restrictions that forbid anyone to deny you these rights or to ask you to surrender the rights These restrictions translate to certain responsibilities for you if you distribute copies of the software
GNU GENERAL PUBLIC LICENSE June Free Software Foundation
Lyndon Lucas Luigi Barone Email luigi csse uwa edu au for any queries regarding usage bugs improvements This code includes a high performance implementation of the WFG used to calculate the hypervolume indicator for a set of non dominated points Luís and Manuel López Ibáñez An improved dimension sweep algorithm for the hypervolume indicator In IEEE Congress on Evolutionary Computation
Lyndon Lucas Luigi Barone Email luigi csse uwa edu au for any queries regarding usage bugs improvements This code includes a high performance implementation of the WFG used to calculate the hypervolume indicator for a set of non dominated points Luís and Manuel López Ibáñez An improved dimension sweep algorithm for the hypervolume indicator In IEEE Congress on Evolutionary pages
PETE_TTTree< OpWhere, typename Cond_t::PETE_Expr_t, typename True_t::PETE_Expr_t, PETE_Scalar< Vektor< T, Dim > > > where(const PETE_Expr< Cond_t > &c, const PETE_Expr< True_t > &t, const Vektor< T, Dim > &f)
and that you know you can do these things To protect your we need to make restrictions that forbid anyone to deny you these rights or to ask you to surrender the rights These restrictions translate to certain responsibilities for you if you distribute copies of the or if you modify it For if you distribute copies of such a whether gratis or for a you must give the recipients all the rights that you have You must make sure that receive or can get the source code And you must show them these terms so they know their rights We protect your rights with two distribute and or modify the software for each author s protection and we want to make certain that everyone understands that there is no warranty for this free software If the software is modified by someone else and passed we want its recipients to know that what they have is not the so that any problems introduced by others will not reflect on the original authors reputations any free program is threatened constantly by software patents We wish to avoid the danger that redistributors of a free program will individually obtain patent in effect making the program proprietary To prevent we have made it clear that any patent must be licensed for everyone s free use or not licensed at all The precise terms and conditions for distribution and modification follow GNU GENERAL PUBLIC LICENSE TERMS AND CONDITIONS FOR DISTRIBUTION AND MODIFICATION This License applies to any program or other work which contains a notice placed by the copyright holder saying it may be distributed under the terms of this General Public License The refers to any such program or work
without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE See the GNU General Public License for more details IMPORTANT which obligates you to give appropriate credit!If you write a scientific paper describing research that made substantive use of this it is your obligation as a scientist to(a) mention the fashion in which this software was used in the Methods section
int version
opal version of input file
b mention the algorithm in the References section The appropriate citation is
constexpr double e
The value of .
Lyndon Lucas Luigi Barone Email lucas
b mention the algorithm in the References section The appropriate citation Luís and Manuel López Ibáñez An improved dimension sweep algorithm for the hypervolume indicator In IEEE Congress on Evolutionary July Moreover
Copyright(c) 2008-2018 Paul Scherrer Institut
Lyndon Lucas Luigi Barone Email luigi csse uwa edu au for any queries regarding usage bugs improvements This code includes a high performance implementation of the WFG algorithm
c Accompany it with the information you received as to the offer to distribute corresponding source complete source code means all the source code for all modules it contains
Lyndon Lucas Luigi Barone Email luigi csse uwa edu au for any queries regarding usage bugs improvements This code includes a high performance implementation of the WFG used to calculate the hypervolume indicator for a set of non dominated points Luís and Manuel López Ibáñez An improved dimension sweep algorithm for the hypervolume indicator In IEEE Congress on Evolutionary Canada
c Accompany it with the information you received as to the offer to distribute corresponding source complete source code means all the source code for all modules it plus any associated interface definition plus the scripts used to control compilation and installation of the executable as a special the source code distributed need not include anything that is normally distributed(in either source or binary form) with the major components(compiler
and that you know you can do these things To protect your we need to make restrictions that forbid anyone to deny you these rights or to ask you to surrender the rights These restrictions translate to certain responsibilities for you if you distribute copies of the or if you modify it For if you distribute copies of such a whether gratis or for a you must give the recipients all the rights that you have You must make sure that receive or can get the source code And you must show them these terms so they know their rights We protect your rights with two distribute and or modify the software for each author s protection and we want to make certain that everyone understands that there is no warranty for this free software If the software is modified by someone else and passed we want its recipients to know that what they have is not the so that any problems introduced by others will not reflect on the original authors reputations any free program is threatened constantly by software patents We wish to avoid the danger that redistributors of a free program will individually obtain patent in effect making the program proprietary To prevent we have made it clear that any patent must be licensed for everyone s free use or not licensed at all The precise terms and conditions for distribution and modification follow GNU GENERAL PUBLIC LICENSE TERMS AND CONDITIONS FOR DISTRIBUTION AND MODIFICATION This License applies to any program or other work which contains a notice placed by the copyright holder saying it may be distributed under the terms of this General Public License The below
Lyndon Lucas Luigi Barone Email luigi csse uwa edu au for any queries regarding usage bugs improvements This code includes a high performance implementation of the WFG used to calculate the hypervolume indicator for a set of non dominated points Luís and Manuel López Ibáñez An improved dimension sweep algorithm for the hypervolume indicator In IEEE Congress on Evolutionary July Please find the copyright notice below e g make it can be easily transformed to allow maximisation calculations FILE FORMAT
without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE See the GNU General Public License for more details IMPORTANT NOTE
and that you know you can do these things To protect your we need to make restrictions that forbid anyone to deny you these rights or to ask you to surrender the rights These restrictions translate to certain responsibilities for you if you distribute copies of the or if you modify it For if you distribute copies of such a whether gratis or for a you must give the recipients all the rights that you have You must make sure that receive or can get the source code And you must show them these terms so they know their rights We protect your rights with two distribute and or modify the software for each author s protection and we want to make certain that everyone understands that there is no warranty for this free software If the software is modified by someone else and passed on
c Accompany it with the information you received as to the offer to distribute corresponding source complete source code means all the source code for all modules it plus any associated interface definition plus the scripts used to control compilation and installation of the executable as a special the source code distributed need not include anything that is normally and so on of the operating system on which the executable unless that component itself accompanies the executable If distribution of executable or object code is made by offering access to copy from a designated then offering equivalent access to copy the source code from the same place counts as distribution of the source even though third parties are not compelled to copy the source along with the object code You may not modify
and that you know you can do these things To protect your we need to make restrictions that forbid anyone to deny you these rights or to ask you to surrender the rights These restrictions translate to certain responsibilities for you if you distribute copies of the or if you modify it For if you distribute copies of such a whether gratis or for a you must give the recipients all the rights that you have You must make sure that receive or can get the source code And you must show them these terms so they know their rights We protect your rights with two distribute and or modify the software for each author s protection and we want to make certain that everyone understands that there is no warranty for this free software If the software is modified by someone else and passed we want its recipients to know that what they have is not the so that any problems introduced by others will not reflect on the original authors reputations any free program is threatened constantly by software patents We wish to avoid the danger that redistributors of a free program will individually obtain patent in effect making the program proprietary To prevent we have made it clear that any patent must be licensed for everyone s free use or not licensed at all The precise terms and conditions for distribution and modification follow GNU GENERAL PUBLIC LICENSE TERMS AND CONDITIONS FOR DISTRIBUTION AND MODIFICATION This License applies to any program or other work which contains a notice placed by the copyright holder saying it may be distributed under the terms of this General Public License The refers to any such program or and a work based on the Program means either the Program or any derivative work under copyright a work containing the Program or a portion of either verbatim or with modifications and or translated into another distribution and modification are not covered by this License
