PyGMO
Install PyGMO
Preparing your system to compile PyGMO
Download PyGMO code
Compiling and Installing under Unix
Compiling and Installing under Windows
Quick Start
On one CPU
On many CPUs ...
... and migrating solutions ...
... and between different algorithms ...
Tutorials
Adding new problems and algorithms to PyGMO
Meta-problems
Multi Objective Optimization with PyGMO
Hypervolumes with PyGMO
Dealing with constraints in PyGMO
Racing in PyGMO
Examples
A study on Mixing Variants of Differential Evolution
Monitoring the Information Flow in a large archipelago
Testing Algorithms
Multi-objective optimization in the asynchronous island model
Designing and optimizing interplanetary trajectories
Participating to the CEC2013 Competition (v 1.1.5)
User Documentation
Individual and Champion
Population
Migration
Topology
Island and Archipelago
Algorithms
Problems
Hypervolume
Racing
PyGMO
Docs
»
Edit on GitHub
Index
_
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A
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B
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C
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D
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E
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F
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G
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I
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J
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L
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M
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N
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P
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R
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S
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T
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U
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V
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W
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X
_
__init__() (PyGMO.archipelago method)
,
[1]
(PyGMO.champion method)
(PyGMO.individual method)
(PyGMO.island method)
,
[1]
(PyGMO.population method)
,
[1]
(PyGMO.problem.mga_1dsm_alpha method)
(PyGMO.problem.mga_1dsm_tof method)
(PyGMO.util.hv_algorithm.bf_approx method)
(PyGMO.util.hv_algorithm.bf_fpras method)
(PyGMO.util.hv_algorithm.hoy method)
(PyGMO.util.hv_algorithm.hv2d method)
(PyGMO.util.hv_algorithm.hv3d method)
(PyGMO.util.hv_algorithm.hv4d method)
(PyGMO.util.hv_algorithm.wfg method)
(PyGMO.util.hypervolume method)
,
[1]
_compare_constraints_impl() (PyGMO.problem.base method)
_compare_fc_impl() (PyGMO.problem.base method)
_compare_fitness_impl() (PyGMO.problem.base method)
_compute_constraints_impl() (PyGMO.problem.base method)
_objfun_impl() (PyGMO.problem.base method)
A
absolute (PyGMO.migration.rate_type attribute)
add_edge() (PyGMO.topology.custom method)
algorithm (PyGMO.algorithm.mbh attribute)
(PyGMO.algorithm.ms attribute)
(PyGMO.island attribute)
B
BEST20 (PyGMO.algorithm.sga.selection attribute)
(PyGMO.algorithm.sga_gray.selection attribute)
best_c (PyGMO.individual attribute)
best_f (PyGMO.individual attribute)
best_x (PyGMO.individual attribute)
BI (PyGMO.problem.decompose attribute)
BINOMIAL (PyGMO.algorithm.sga.crossover attribute)
(PyGMO.algorithm.vega.crossover attribute)
broadcast (PyGMO.distribution_type attribute)
busy() (PyGMO.archipelago method)
(PyGMO.island method)
C
c (PyGMO.champion attribute)
compute() (PyGMO.util.hypervolume method)
compute_pareto_fronts() (PyGMO.population method)
CROWDING_DISTANCE (PyGMO.algorithm.nspso attribute)
cur_c (PyGMO.individual attribute)
cur_f (PyGMO.individual attribute)
cur_v (PyGMO.individual attribute)
cur_x (PyGMO.individual attribute)
D
denormalize() (PyGMO.problem.normalized method)
derotate() (PyGMO.problem.rotated method)
deshift() (PyGMO.problem.shifted method)
destination (PyGMO.migration_direction attribute)
draw() (PyGMO.topology.custom method)
dump_migration_history() (PyGMO.archipelago method)
E
erase() (PyGMO.population method)
evolve() (PyGMO.archipelago method)
(PyGMO.island method)
exclusive() (PyGMO.util.hypervolume method)
EXPONENTIAL (PyGMO.algorithm.sga.crossover attribute)
(PyGMO.algorithm.vega.crossover attribute)
F
f (PyGMO.champion attribute)
fractional (PyGMO.migration.rate_type attribute)
G
GAUSSIAN (PyGMO.algorithm.sga.mutation attribute)
(PyGMO.algorithm.vega.mutation attribute)
get_best_idx() (PyGMO.population method)
get_domination_count() (PyGMO.population method)
get_domination_list() (PyGMO.population method)
get_evolution_time() (PyGMO.island method)
get_worst_idx() (PyGMO.population method)
GRID (PyGMO.algorithm.pade attribute)
I
interrupt() (PyGMO.archipelago method)
J
join() (PyGMO.archipelago method)
(PyGMO.island method)
L
least_contributor() (PyGMO.util.hypervolume method)
LOW_DISCREPANCY (PyGMO.algorithm.pade attribute)
M
MAXMIN (PyGMO.algorithm.nspso attribute)
mean_velocity() (PyGMO.population method)
migration_probability (PyGMO.island attribute)
N
NICHE_COUNT (PyGMO.algorithm.nspso attribute)
P
plot_pareto_fronts() (PyGMO.population method)
point_to_point (PyGMO.distribution_type attribute)
population (PyGMO.island attribute)
post_evaluate() (PyGMO.problem.mit_spheres method)
pretty() (PyGMO.problem.mga_1dsm_alpha method)
(PyGMO.problem.mga_1dsm_tof method)
(PyGMO.problem.string_match.PyGMO.problem method)
problem (PyGMO.island attribute)
push_back() (PyGMO.archipelago method)
(PyGMO.population method)
(PyGMO.topology.custom method)
PyGMO.algorithm.base (built-in class)
PyGMO.algorithm.bee_colony (built-in class)
PyGMO.algorithm.cmaes (built-in class)
PyGMO.algorithm.cs (built-in class)
PyGMO.algorithm.cstrs_co_evolution (built-in class)
PyGMO.algorithm.cstrs_core (built-in class)
PyGMO.algorithm.cstrs_immune_system (built-in class)
PyGMO.algorithm.cstrs_self_adaptive (built-in class)
PyGMO.algorithm.de (built-in class)
PyGMO.algorithm.de_1220 (built-in class)
PyGMO.algorithm.gsl_bfgs (built-in class)
PyGMO.algorithm.gsl_bfgs2 (built-in class)
PyGMO.algorithm.gsl_fr (built-in class)
PyGMO.algorithm.gsl_nm (built-in class)
PyGMO.algorithm.gsl_nm2 (built-in class)
PyGMO.algorithm.gsl_nm2rand (built-in class)
PyGMO.algorithm.gsl_pr (built-in class)
PyGMO.algorithm.ihs (built-in class)
PyGMO.algorithm.ipopt (built-in class)
PyGMO.algorithm.jde (built-in class)
PyGMO.algorithm.mbh (built-in class)
PyGMO.algorithm.mde_pbx (built-in class)
PyGMO.algorithm.monte_carlo (built-in class)
PyGMO.algorithm.ms (built-in class)
PyGMO.algorithm.nlopt_auglag (built-in class)
PyGMO.algorithm.nlopt_auglag_eq (built-in class)
PyGMO.algorithm.nlopt_bobyqa (built-in class)
PyGMO.algorithm.nlopt_cobyla (built-in class)
PyGMO.algorithm.nlopt_mma (built-in class)
PyGMO.algorithm.nlopt_sbplx (built-in class)
PyGMO.algorithm.nlopt_slsqp (built-in class)
PyGMO.algorithm.nsga_II (built-in class)
PyGMO.algorithm.nspso (built-in class)
PyGMO.algorithm.pade (built-in class)
PyGMO.algorithm.pso (built-in class)
PyGMO.algorithm.pso_gen (built-in class)
PyGMO.algorithm.py_cmaes (built-in class)
PyGMO.algorithm.py_example (built-in class)
PyGMO.algorithm.sa_corana (built-in class)
PyGMO.algorithm.scipy_cobyla (built-in class)
PyGMO.algorithm.scipy_fmin (built-in class)
PyGMO.algorithm.scipy_l_bfgs_b (built-in class)
PyGMO.algorithm.scipy_slsqp (built-in class)
PyGMO.algorithm.scipy_tnc (built-in class)
PyGMO.algorithm.sea (built-in class)
PyGMO.algorithm.sga (built-in class)
PyGMO.algorithm.sga_gray (built-in class)
PyGMO.algorithm.sms_emoa (built-in class)
PyGMO.algorithm.snopt (built-in class)
PyGMO.algorithm.spea2 (built-in class)
PyGMO.algorithm.vega (built-in class)
PyGMO.archipelago (built-in class)
PyGMO.champion (built-in class)
PyGMO.distribution_type (built-in class)
PyGMO.individual (built-in class)
PyGMO.island (built-in class)
PyGMO.migration.best_kill_s_policy (built-in class)
PyGMO.migration.best_s_policy (built-in class)
PyGMO.migration.fair_r_policy (built-in class)
PyGMO.migration.hv_best_s_policy (built-in class)
PyGMO.migration.hv_fair_r_policy (built-in class)
PyGMO.migration.hv_greedy_r_policy (built-in class)
PyGMO.migration.hv_greedy_s_policy (built-in class)
PyGMO.migration.random_r_policy (built-in class)
PyGMO.migration.random_s_policy (built-in class)
PyGMO.migration.rate_type (built-in class)
PyGMO.migration.worst_r_policy (built-in class)
PyGMO.migration_direction (built-in class)
PyGMO.population (built-in class)
PyGMO.problem.ackley (built-in class)
PyGMO.problem.base (built-in class)
PyGMO.problem.branin (built-in class)
PyGMO.problem.bukin (built-in class)
PyGMO.problem.cassini_1 (built-in class)
PyGMO.problem.cassini_2 (built-in class)
PyGMO.problem.cec2006 (built-in class)
PyGMO.problem.cec2009 (built-in class)
PyGMO.problem.cec2013 (built-in class)
PyGMO.problem.con2mo (built-in class)
PyGMO.problem.con2uncon (built-in class)
PyGMO.problem.death_penalty (built-in class)
PyGMO.problem.decompose (built-in class)
PyGMO.problem.dejong (built-in class)
PyGMO.problem.dtlz (built-in class)
PyGMO.problem.fon (built-in class)
PyGMO.problem.golomb_ruler (built-in class)
PyGMO.problem.griewank (built-in class)
PyGMO.problem.gtoc_1 (built-in class)
PyGMO.problem.gtoc_2 (built-in class)
PyGMO.problem.himmelblau (built-in class)
PyGMO.problem.inventory (built-in class)
PyGMO.problem.knapsack (built-in class)
PyGMO.problem.kur (built-in class)
PyGMO.problem.laplace (built-in class)
PyGMO.problem.lennard_jones (built-in class)
PyGMO.problem.luksan_vlcek_1 (built-in class)
PyGMO.problem.luksan_vlcek_2 (built-in class)
PyGMO.problem.luksan_vlcek_3 (built-in class)
PyGMO.problem.messenger_full (built-in class)
PyGMO.problem.mga_1dsm_alpha (built-in class)
PyGMO.problem.mga_1dsm_tof (built-in class)
PyGMO.problem.michalewicz (built-in class)
PyGMO.problem.mit_spheres (built-in class)
PyGMO.problem.noisy (built-in class)
PyGMO.problem.normalized (built-in class)
PyGMO.problem.pol (built-in class)
PyGMO.problem.pressure_vessel (built-in class)
PyGMO.problem.py_example (built-in class)
PyGMO.problem.py_example_stochastic (built-in class)
PyGMO.problem.py_pl2pl (built-in class)
PyGMO.problem.rastrigin (built-in class)
PyGMO.problem.rosenbrock (built-in class)
PyGMO.problem.rosetta (built-in class)
PyGMO.problem.rotated (built-in class)
PyGMO.problem.sagas (built-in class)
PyGMO.problem.sch (built-in class)
PyGMO.problem.schwefel (built-in class)
PyGMO.problem.shifted (built-in class)
PyGMO.problem.snopt_toyprob (built-in class)
PyGMO.problem.string_match (built-in class)
PyGMO.problem.tandem (built-in class)
PyGMO.problem.tens_comp_string (built-in class)
PyGMO.problem.tsp (built-in class)
PyGMO.problem.welded_beam (built-in class)
PyGMO.problem.zdt (built-in class)
PyGMO.topology.ageing_clustered_ba (built-in class)
PyGMO.topology.barabasi_albert (built-in class)
PyGMO.topology.clustered_ba (built-in class)
PyGMO.topology.custom (built-in class)
PyGMO.topology.erdos_renyi (built-in class)
PyGMO.topology.fully_connected (built-in class)
PyGMO.topology.hypercube (built-in class)
PyGMO.topology.one_way_ring (built-in class)
PyGMO.topology.pan (built-in class)
PyGMO.topology.rim (built-in class)
PyGMO.topology.ring (built-in class)
PyGMO.topology.unconnected (built-in class)
PyGMO.topology.watts_strogatz (built-in class)
PyGMO.util.hv_algorithm.bf_approx (built-in class)
PyGMO.util.hv_algorithm.bf_fpras (built-in class)
PyGMO.util.hv_algorithm.hoy (built-in class)
PyGMO.util.hv_algorithm.hv2d (built-in class)
PyGMO.util.hv_algorithm.hv3d (built-in class)
PyGMO.util.hv_algorithm.hv4d (built-in class)
PyGMO.util.hv_algorithm.wfg (built-in class)
PyGMO.util.hypervolume (built-in class)
R
race() (PyGMO.population method)
RANDOM (PyGMO.algorithm.pade attribute)
(PyGMO.algorithm.sga.mutation attribute)
(PyGMO.algorithm.vega.mutation attribute)
remove_all_edges() (PyGMO.topology.custom method)
remove_edge() (PyGMO.topology.custom method)
repair() (PyGMO.population method)
rotation (PyGMO.problem.rotated attribute)
ROULETTE (PyGMO.algorithm.sga.selection attribute)
(PyGMO.algorithm.sga_gray.selection attribute)
S
screen_output (PyGMO.algorithm.cstrs_core attribute)
(PyGMO.algorithm.cstrs_immune_system attribute)
(PyGMO.algorithm.ipopt attribute)
(PyGMO.algorithm.mbh attribute)
(PyGMO.algorithm.ms attribute)
(PyGMO.algorithm.scipy_cobyla attribute)
(PyGMO.algorithm.scipy_tnc attribute)
(PyGMO.algorithm.snopt attribute)
set_launch_window() (PyGMO.problem.mga_1dsm_alpha method)
(PyGMO.problem.mga_1dsm_tof method)
set_tof() (PyGMO.problem.mga_1dsm_alpha method)
(PyGMO.problem.mga_1dsm_tof method)
set_v() (PyGMO.island method)
(PyGMO.population method)
set_vinf() (PyGMO.problem.mga_1dsm_alpha method)
(PyGMO.problem.mga_1dsm_tof method)
set_x() (PyGMO.island method)
(PyGMO.population method)
shift_vector (PyGMO.problem.shifted attribute)
simulate() (PyGMO.problem.mit_spheres method)
SINGLE_POINT (PyGMO.algorithm.sga_gray.crossover attribute)
source (PyGMO.migration_direction attribute)
T
TCHEBYCHEFF (PyGMO.problem.decompose attribute)
U
UNIFORM (PyGMO.algorithm.sga_gray.mutation attribute)
V
visualize() (PyGMO.problem.mit_spheres method)
W
WEIGHTED (PyGMO.problem.decompose attribute)
weights (PyGMO.problem.decompose attribute)
X
x (PyGMO.champion attribute)
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