NiaOrg /
NiaPy
| @@ 311-326 (lines=16) @@ | ||
| 308 | """ |
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| 309 | return r"""Lin-Yu Tseng and Chun Chen, "Multiple trajectory search for Large Scale Global Optimization," 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence), Hong Kong, 2008, pp. 3052-3059. doi: 10.1109/CEC.2008.4631210""" |
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| 310 | ||
| 311 | @staticmethod |
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| 312 | def typeParameters(): |
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| 313 | r"""Get dictionary with functions for checking values of parameters. |
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| 314 | ||
| 315 | Returns: |
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| 316 | Dict[str, Callable]: |
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| 317 | * NoLsTests (Callable[[int], bool]) |
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| 318 | * NoLs (Callable[[int], bool]) |
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| 319 | * NoLsBest (Callable[[int], bool]) |
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| 320 | * NoEnabled (Callable[[int], bool]) |
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| 321 | """ |
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| 322 | return { |
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| 323 | 'NoLsTests': lambda x: isinstance(x, int) and x >= 0, |
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| 324 | 'NoLs': lambda x: isinstance(x, int) and x >= 0, |
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| 325 | 'NoLsBest': lambda x: isinstance(x, int) and x >= 0, |
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| 326 | 'NoEnabled': lambda x: isinstance(x, int) and x > 0 |
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| 327 | } |
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| 328 | ||
| 329 | def setParameters(self, M=40, NoLsTests=5, NoLs=5, NoLsBest=5, NoEnabled=17, BONUS1=10, BONUS2=1, LSs=(MTS_LS1v1, MTS_LS2, MTS_LS3v1), **ukwargs): |
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| @@ 55-70 (lines=16) @@ | ||
| 52 | str: Basic information. |
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| 53 | """ |
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| 54 | return r"""Yang, Xin-She. "Harmony search as a metaheuristic algorithm." Music-inspired harmony search algorithm. Springer, Berlin, Heidelberg, 2009. 1-14.""" |
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| 55 | @staticmethod |
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| 56 | def typeParameters(): |
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| 57 | r"""Get dictionary with functions for checking values of parameters. |
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| 58 | ||
| 59 | Returns: |
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| 60 | Dict[str, Callable]: |
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| 61 | * HMS (Callable[[int], bool]) |
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| 62 | * r_accept (Callable[[float], bool]) |
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| 63 | * r_pa (Callable[[float], bool]) |
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| 64 | * b_range (Callable[[float], bool]) |
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| 65 | """ |
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| 66 | return { |
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| 67 | 'HMS': lambda x: isinstance(x, int) and x > 0, |
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| 68 | 'r_accept': lambda x: isinstance(x, float) and 0 < x < 1, |
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| 69 | 'r_pa': lambda x: isinstance(x, float) and 0 < x < 1, |
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| 70 | 'b_range': lambda x: isinstance(x, (int, float)) and x > 0 |
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| 71 | } |
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| 72 | ||
| 73 | def setParameters(self, HMS=30, r_accept=0.7, r_pa=0.35, b_range=1.42, **ukwargs): |
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| @@ 87-99 (lines=13) @@ | ||
| 84 | """ |
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| 85 | return r"""None""" |
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| 86 | ||
| 87 | @staticmethod |
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| 88 | def typeParameters(): |
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| 89 | r"""Get dictionary with functions for checking values of parameters. |
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| 90 | ||
| 91 | Returns: |
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| 92 | Dict[str, Callable]: |
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| 93 | * delta (Callable[[Union[float, int], bool]): TODO |
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| 94 | """ |
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| 95 | return { |
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| 96 | 'delta': lambda x: isinstance(x, (int, float)) and x > 0, |
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| 97 | 'T': lambda x: isinstance(x, (int, float)) and x > 0, |
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| 98 | 'deltaT': lambda x: isinstance(x, (int, float)) and x > 0, |
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| 99 | 'epsilon': lambda x: isinstance(x, float) and 0 < x < 1 |
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| 100 | } |
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| 101 | ||
| 102 | def setParameters(self, delta=0.5, T=2000, deltaT=0.8, coolingMethod=coolDelta, epsilon=1e-23, **ukwargs): |
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