Index

_

__call__() (optproblems.base.BoundConstraintsChecker method) (optproblems.base.BoundConstraintsRepair method) (optproblems.base.BundledObjectives method) (optproblems.base.Cache method) (optproblems.base.Problem method) (optproblems.base.ScalingPreprocessor method) (optproblems.binary.BinaryChecker method) (optproblems.continuous.ModifiedRastriginFunction method) (optproblems.continuous.RastriginFunction method) (optproblems.continuous.WeierstrassFunction method) (optproblems.dtlz.DTLZ234_f method) __init__() (optproblems.base.BoundConstraintsChecker method) (optproblems.base.BoundConstraintsRepair method) (optproblems.base.Cache method) (optproblems.base.Individual method) (optproblems.base.Problem method) (optproblems.base.ScalingPreprocessor method) (optproblems.binary.BinaryChecker method) (optproblems.binary.LeadingOnes method) (optproblems.binary.LeadingOnesTrailingZeros method) (optproblems.binary.OneMax method) (optproblems.binary.Peak method) (optproblems.binary.PeakProblem method) (optproblems.cec2005.CEC2005 method) (optproblems.cec2007.CEC2007 method) (optproblems.cec2007.OKA2 method) (optproblems.continuous.FletcherPowell method) (optproblems.continuous.LunacekTwoRastrigins method) (optproblems.continuous.LunacekTwoSpheres method) (optproblems.continuous.Shekel method) (optproblems.dtlz.DTLZ method) (optproblems.realworld.GradientMethodConfiguration method) (optproblems.realworld.UniformityOptimization method) (optproblems.wfg.WFG method)

__str__() (optproblems.base.Cache method) (optproblems.base.Problem method)

A

Aborted (class in optproblems.base) Ackley (class in optproblems.continuous) ackley() (in module optproblems.continuous)

AllPeaksProblem (class in optproblems.binary) approx_gradient() (in module optproblems.realworld) are_objectives_valid() (optproblems.base.Cache static method)

B

b_flat() (in module optproblems.wfg) b_param() (in module optproblems.wfg) b_poly() (in module optproblems.wfg) batch_evaluate() (optproblems.base.Cache method) (optproblems.base.Problem method) BinaryChecker (class in optproblems.binary) BoundConstraintError (class in optproblems.base)

BoundConstraintsChecker (class in optproblems.base) BoundConstraintsRepair (class in optproblems.base) Branin (class in optproblems.continuous) branin() (in module optproblems.continuous) BundledObjectives (class in optproblems.base)

C

Cache (class in optproblems.base) calc_penalties() (optproblems.cec2007.R_DTLZ2 method) (optproblems.cec2007.R_ZDT4 method) (optproblems.cec2007.S_ZDT4 method) (optproblems.cec2007.ShiftedProblem method) calc_z() (optproblems.cec2007.RotatedProblem method) (optproblems.cec2007.ShiftedProblem method) calc_z_prime() (optproblems.cec2007.R_DTLZ2 method) (optproblems.cec2007.R_ZDT4 method) (optproblems.cec2007.S_ZDT4 method) (optproblems.cec2007.ShiftedProblem method) calculate_f() (in module optproblems.wfg) CEC2005 (class in optproblems.cec2005) CEC2007 (class in optproblems.cec2007) clustered_peaks() (optproblems.mpm.MultiplePeaksModel2 class method) compute_theta() (optproblems.dtlz.DTLZ5 method)

concave() (in module optproblems.wfg) convex() (in module optproblems.wfg) correct_to_01() (in module optproblems.wfg) create_existing_points() (optproblems.realworld.UniformityOptimization method) create_instance() (optproblems.continuous.ModifiedRastrigin static method) (optproblems.mpm.MultiplePeaksModel2 class method) create_instance_with_exact_num_optima() (optproblems.mpm.MultiplePeaksModel2 class method) create_start_point() (optproblems.realworld.GradientMethodConfiguration method) cut() (optproblems.cec2007.ShiftedProblem method)

D

descent_step() (in module optproblems.realworld) disc() (in module optproblems.wfg) dist() (optproblems.mpm.MultiplePeaksModel2 static method) DixonSzegoe (class in optproblems.continuous) double_sum() (in module optproblems.continuous) DoubleSum (class in optproblems.continuous) DTLZ (class in optproblems.dtlz) DTLZ1 (class in optproblems.dtlz)

DTLZ2 (class in optproblems.dtlz) DTLZ234_f (class in optproblems.dtlz) DTLZ3 (class in optproblems.dtlz) DTLZ4 (class in optproblems.dtlz) DTLZ5 (class in optproblems.dtlz) DTLZ6 (class in optproblems.dtlz) DTLZ7 (class in optproblems.dtlz) DTLZBaseProblem (class in optproblems.dtlz)

E

Ellipsoid (class in optproblems.continuous) EllipsoidFunction() (in module optproblems.continuous)

evaluate() (optproblems.base.Cache method) (optproblems.base.Problem method) ExtendedProblem (class in optproblems.cec2007)

F

F1 (class in optproblems.cec2005) f1() (optproblems.zdt.ZDT5 method) (optproblems.zdt.ZDT6 static method) F10 (class in optproblems.cec2005) F11 (class in optproblems.cec2005) F12 (class in optproblems.cec2005) F13 (class in optproblems.cec2005) F14 (class in optproblems.cec2005) F15 (class in optproblems.cec2005) F16 (class in optproblems.cec2005) F17 (class in optproblems.cec2005) F18 (class in optproblems.cec2005) F19 (class in optproblems.cec2005) F2 (class in optproblems.cec2005) F20 (class in optproblems.cec2005)

F21 (class in optproblems.cec2005) F22 (class in optproblems.cec2005) F23 (class in optproblems.cec2005) F24 (class in optproblems.cec2005) F25 (class in optproblems.cec2005) F3 (class in optproblems.cec2005) F4 (class in optproblems.cec2005) F5 (class in optproblems.cec2005) F6 (class in optproblems.cec2005) F7 (class in optproblems.cec2005) F8 (class in optproblems.cec2005) F9 (class in optproblems.cec2005) FletcherPowell (class in optproblems.continuous)

G

g() (optproblems.dtlz.DTLZ1 method) (optproblems.dtlz.DTLZ3 method) (optproblems.dtlz.DTLZ4 method) (optproblems.dtlz.DTLZ5 method) (optproblems.dtlz.DTLZ6 method) (optproblems.dtlz.DTLZ7 method) (optproblems.mpm.MultiplePeaksModel2 method) (optproblems.zdt.ZDT4 method) (optproblems.zdt.ZDT5 method) (optproblems.zdt.ZDT6 method) get_active_peak() (optproblems.binary.NearestPeakProblem method) (optproblems.binary.WeightedNearestPeakProblem method) (optproblems.mpm.MultiplePeaksModel2 method) get_basin() (optproblems.binary.NearestPeakProblem method) (optproblems.binary.WeightedNearestPeakProblem method) (optproblems.mpm.MultiplePeaksModel2 method) get_closest_peaks() (optproblems.binary.PeakProblem method) get_default_params() (optproblems.realworld.GradientMethodConfiguration static method) get_locally_optimal_solutions() (optproblems.base.TestProblem method) (optproblems.binary.LeadingOnes method) (optproblems.binary.OneMax method) (optproblems.binary.PeakProblem method) (optproblems.continuous.Branin method) (optproblems.continuous.GoldsteinPrice method) (optproblems.continuous.Hartman3 method) (optproblems.continuous.Hartman6 method) (optproblems.continuous.Himmelblau method) (optproblems.continuous.LunacekTwoSpheres method) (optproblems.continuous.ModifiedRastrigin method) (optproblems.continuous.Schwefel method) (optproblems.continuous.Shekel method) (optproblems.continuous.SixHumpCamelback method) (optproblems.continuous.Sphere method) (optproblems.continuous.Vincent method) (optproblems.mpm.MultiplePeaksModel2 method) get_optimal_solutions() (optproblems.base.TestProblem method) (optproblems.binary.LeadingOnes method) (optproblems.binary.LeadingOnesTrailingZeros method) (optproblems.binary.OneMax method) (optproblems.binary.PeakProblem method) (optproblems.cec2007.SYMPART method) (optproblems.continuous.Ackley method) (optproblems.continuous.Branin method) (optproblems.continuous.DoubleSum method) (optproblems.continuous.Ellipsoid method) (optproblems.continuous.FletcherPowell method) (optproblems.continuous.GoldsteinPrice method) (optproblems.continuous.Griewank method) (optproblems.continuous.Hartman3 method) (optproblems.continuous.Hartman6 method) (optproblems.continuous.Himmelblau method) (optproblems.continuous.LunacekTwoSpheres method) (optproblems.continuous.ModifiedRastrigin method) (optproblems.continuous.Rastrigin method) (optproblems.continuous.Rosenbrock method) (optproblems.continuous.Schaffer6 method) (optproblems.continuous.Schaffer7 method) (optproblems.continuous.Schwefel method) (optproblems.continuous.Shekel method) (optproblems.continuous.SixHumpCamelback method) (optproblems.continuous.Sphere method) (optproblems.continuous.Vincent method) (optproblems.continuous.Weierstrass method) (optproblems.mpm.MultiplePeaksModel2 method) (optproblems.zdt.ZDTBaseProblem method)

get_peaks_sorted_by_importance() (optproblems.mpm.MultiplePeaksModel2 method) goldstein_price() (in module optproblems.continuous) GoldsteinPrice (class in optproblems.continuous) gradient_method() (in module optproblems.realworld) GradientMethodConfiguration (class in optproblems.realworld) Griewank (class in optproblems.continuous) griewank() (in module optproblems.continuous)

H

h() (optproblems.zdt.ZDT1 static method) (optproblems.zdt.ZDT2 static method) (optproblems.zdt.ZDT3 static method) (optproblems.zdt.ZDT4 static method) (optproblems.zdt.ZDT5 static method) (optproblems.zdt.ZDT6 static method) hamming_dist() (in module optproblems.binary) Hartman3 (class in optproblems.continuous)

Hartman6 (class in optproblems.continuous) Himmelblau (class in optproblems.continuous) himmelblau() (in module optproblems.continuous)

I

Individual (class in optproblems.base)

L

leading_ones() (in module optproblems.binary) LeadingOnes (class in optproblems.binary) LeadingOnesTrailingZeros (class in optproblems.binary)

linear() (in module optproblems.wfg) LunacekTwoRastrigins (class in optproblems.continuous) LunacekTwoSpheres (class in optproblems.continuous)

M

m (optproblems.wfg.WFGBaseProblem attribute) map() (optproblems.base.MockMultiProcessing static method) max_bound_violated() (in module optproblems.base) min_bound_violated() (in module optproblems.base) mixed() (in module optproblems.wfg)

MockMultiProcessing (class in optproblems.base) ModifiedRastrigin (class in optproblems.continuous) ModifiedRastriginFunction (class in optproblems.continuous) MultiObjectiveTestProblem (class in optproblems.multiobjective) MultiplePeaksModel2 (class in optproblems.mpm)

N

NearestPeakProblem (class in optproblems.binary)

O

obj_function() (optproblems.realworld.GradientMethodConfiguration method) (optproblems.realworld.UniformityOptimization method) objective_function() (optproblems.binary.AllPeaksProblem method) (optproblems.binary.NearestPeakProblem method) (optproblems.binary.WeightedNearestPeakProblem method) (optproblems.mpm.MultiplePeaksModel2 method) OKA2 (class in optproblems.cec2007) one_max() (in module optproblems.binary) OneMax (class in optproblems.binary) optimal_solution() (optproblems.wfg.WFG1 method) (optproblems.wfg.WFG8 method) (optproblems.wfg.WFG9 method) (optproblems.wfg.WFGBaseProblem method) optproblems (module) optproblems.base (module) optproblems.binary (module)

optproblems.cec2005 (module) optproblems.cec2007 (module) optproblems.continuous (module) optproblems.dtlz (module) optproblems.mpm (module) optproblems.multiobjective (module) optproblems.realworld (module) optproblems.wfg (module) optproblems.zdt (module)

P

p_sum() (optproblems.cec2007.ExtendedProblem static method) Peak (class in optproblems.binary) (class in optproblems.mpm) PeakProblem (class in optproblems.binary)

Problem (class in optproblems.base) project() (in module optproblems.base)

R

R_DTLZ2 (class in optproblems.cec2007) r_nonsep() (in module optproblems.wfg) r_sum() (in module optproblems.wfg) R_ZDT4 (class in optproblems.cec2007) rand_optimal_solution() (optproblems.wfg.WFG1 method) (optproblems.wfg.WFGBaseProblem method) rand_uniform_peaks() (optproblems.binary.PeakProblem class method) (optproblems.mpm.MultiplePeaksModel2 class method) Rastrigin (class in optproblems.continuous)

RastriginFunction (class in optproblems.continuous) reflect() (in module optproblems.base) ResourcesExhausted (class in optproblems.base) Rosenbrock (class in optproblems.continuous) rosenbrock() (in module optproblems.continuous) rotate() (optproblems.cec2007.SYMPART static method) RotatedProblem (class in optproblems.cec2007)

S

s_decept() (in module optproblems.wfg) S_DTLZ2 (class in optproblems.cec2007) S_DTLZ3 (class in optproblems.cec2007) s_linear() (in module optproblems.wfg) s_multi() (in module optproblems.wfg) S_ZDT1 (class in optproblems.cec2007) S_ZDT2 (class in optproblems.cec2007) S_ZDT4 (class in optproblems.cec2007) S_ZDT6 (class in optproblems.cec2007) sample_pareto_front() (optproblems.multiobjective.MultiObjectiveTestProblem method) ScalingPreprocessor (class in optproblems.base) Schaffer6 (class in optproblems.continuous) schaffer6() (in module optproblems.continuous) Schaffer7 (class in optproblems.continuous)

schaffer7() (in module optproblems.continuous) Schwefel (class in optproblems.continuous) schwefel() (in module optproblems.continuous) shape_args_ok() (in module optproblems.wfg) Shekel (class in optproblems.continuous) ShiftedProblem (class in optproblems.cec2007) six_hump_camelback() (in module optproblems.continuous) SixHumpCamelback (class in optproblems.continuous) Solved (class in optproblems.base) Sphere (class in optproblems.continuous) sphere() (in module optproblems.continuous) Stalled (class in optproblems.base) stretch() (optproblems.cec2007.ExtendedProblem static method) SYMPART (class in optproblems.cec2007)

T

TestProblem (class in optproblems.base)

trailing_zeros() (in module optproblems.binary)

U

UniformityOptimization (class in optproblems.realworld)

V

vector_in_01() (in module optproblems.wfg) Vincent (class in optproblems.continuous)

vincent() (in module optproblems.continuous)

W

Weierstrass (class in optproblems.continuous) WeierstrassFunction (class in optproblems.continuous) WeightedNearestPeakProblem (class in optproblems.binary) WFG (class in optproblems.wfg) WFG1 (class in optproblems.wfg) WFG2 (class in optproblems.wfg) WFG3 (class in optproblems.wfg) WFG4 (class in optproblems.wfg)

WFG5 (class in optproblems.wfg) WFG6 (class in optproblems.wfg) WFG7 (class in optproblems.wfg) WFG8 (class in optproblems.wfg) WFG9 (class in optproblems.wfg) WFGBaseProblem (class in optproblems.wfg) wrap() (in module optproblems.base)

Z

ZDT (class in optproblems.zdt) ZDT1 (class in optproblems.zdt) ZDT1to3_g (class in optproblems.zdt) ZDT1to4_f1() (in module optproblems.zdt) ZDT2 (class in optproblems.zdt) ZDT3 (class in optproblems.zdt)

ZDT4 (class in optproblems.zdt) ZDT5 (class in optproblems.zdt) ZDT6 (class in optproblems.zdt) ZDT_f2 (class in optproblems.zdt) ZDTBaseProblem (class in optproblems.zdt)