Code Duplication - NiaOrg/NiaPy - Measure and Improve Code Quality continuously with Scrutinizer

Code Duplication Length = 53-53 lines in 3 locations

NiaPy/algorithms/modified/sade.py 2 locations


		# TODO implemnt algorithm
		return pop, fpop, xb, fxb, dparams

class StrategyAdaptationDifferentialEvolutionV1(DifferentialEvolution):
	r"""Implementation of Differential Evolution Algorithm With Strategy Adaptation algorihtm.

	Algorithm:
		Differential Evolution Algorithm With StrategyAdaptation

	Date:
		2019

	Author:
		Klemen Berkovič

	License:
		MIT

	Reference URL:
		https://ieeexplore.ieee.org/document/4632146

	Reference paper:
		Qin, A. Kai, Vicky Ling Huang, and Ponnuthurai N. Suganthan. "Differential evolution algorithm with strategy adaptation for global numerical optimization." IEEE transactions on Evolutionary Computation 13.2 (2009): 398-417.

	Attributes:
		Name (List[str]): List of strings representing algorithm name.

	See Also:
		:class:`NiaPy.algorithms.basic.DifferentialEvolution`
	"""
	Name = ['StrategyAdaptationDifferentialEvolutionV1', 'SADEV1', 'SaDEV1']

	@staticmethod
	def algorithmInfo():
		r"""Get basic information about the algorithm.

		Returns:
			str: Basic information.

		See Also:
			:func:`NiaPy.algorithms.algorithm.Algorithm.algorithmInfo`
		"""
		return r"""Qin, A. Kai, Vicky Ling Huang, and Ponnuthurai N. Suganthan. "Differential evolution algorithm with strategy adaptation for global numerical optimization." IEEE transactions on Evolutionary Computation 13.2 (2009): 398-417."""

	def setParameters(self, **kwargs):
		DifferentialEvolution.setParameters(self, **kwargs)
		# TODO add parameters of the algorithm

	def getParameters(self):
		d = DifferentialEvolution.getParameters(self)
		# TODO add paramters values
		return d

	def runIteration(self, task, pop, fpop, xb, fxb, **dparams):
		# TODO implement algorithm
		return pop, fpop, xb, fxb, dparams

# vim: tabstop=3 noexpandtab shiftwidth=3 softtabstop=3


	'StrategyAdaptationDifferentialEvolutionV1'
]

class StrategyAdaptationDifferentialEvolution(DifferentialEvolution):
	r"""Implementation of Differential Evolution Algorithm With Strategy Adaptation algorihtm.

	Algorithm:
		Differential Evolution Algorithm With StrategyAdaptation

	Date:
		2019

	Author:
		Klemen Berkovič

	License:
		MIT

	Reference URL:
		https://ieeexplore.ieee.org/document/1554904

	Reference paper:
		Qin, A. Kai, and Ponnuthurai N. Suganthan. "Self-adaptive differential evolution algorithm for numerical optimization." 2005 IEEE congress on evolutionary computation. Vol. 2. IEEE, 2005.

	Attributes:
		Name (List[str]): List of strings representing algorithm name.

	See Also:
		:class:`NiaPy.algorithms.basic.DifferentialEvolution`
	"""
	Name = ['StrategyAdaptationDifferentialEvolution', 'SADE', 'SaDE']

	@staticmethod
	def algorithmInfo():
		r"""Get basic information about the algorithm.

		Returns:
			str: Basic information.

		See Also:
			:func:`NiaPy.algorithms.algorithm.Algorithm.algorithmInfo`
		"""
		return r"""Qin, A. Kai, and Ponnuthurai N. Suganthan. "Self-adaptive differential evolution algorithm for numerical optimization." 2005 IEEE congress on evolutionary computation. Vol. 2. IEEE, 2005."""

	def setParameters(self, **kwargs):
		DifferentialEvolution.setParameters(self, **kwargs)
		# TODO add parameters of the algorithm

	def getParameters(self):
		d = DifferentialEvolution.getParameters(self)
		# TODO add paramters values
		return d

	def runIteration(self, task, pop, fpop, xb, fxb, **dparams):
		# TODO implemnt algorithm
		return pop, fpop, xb, fxb, dparams

class StrategyAdaptationDifferentialEvolutionV1(DifferentialEvolution):
	r"""Implementation of Differential Evolution Algorithm With Strategy Adaptation algorihtm.

NiaPy/algorithms/modified/jade.py 1 location


	x = [pop[ic][i] + f * (ppop[rp[0]][i] - pop[ic][i]) + f * (pop[r[0]][i] - apop[ra[0]][i]) if rnd.rand() < cr or i == j else pop[ic][i] for i in range(len(pop[ic]))]
	return asarray(x)

class AdaptiveArchiveDifferentialEvolution(DifferentialEvolution):
	r"""Implementation of Adaptive Differential Evolution With Optional External Archive algorithm.

	Algorithm:
		Adaptive Differential Evolution With Optional External Archive

	Date:
		2019

	Author:
		Klemen Berkovič

	License:
		MIT

	Reference URL:
		https://ieeexplore.ieee.org/document/5208221

	Reference paper:
		Zhang, Jingqiao, and Arthur C. Sanderson. "JADE: adaptive differential evolution with optional external archive." IEEE Transactions on evolutionary computation 13.5 (2009): 945-958.

	Attributes:
		Name (List[str]): List of strings representing algorithm name.

	See Also:
		:class:`NiaPy.algorithms.basic.DifferentialEvolution`
	"""
	Name = ['AdaptiveArchiveDifferentialEvolution', 'JADE']

	@staticmethod
	def algorithmInfo():
		r"""Get algorithm information.

		Returns:
			str: Alogrithm information.

		See Also:
			:func:`NiaPy.algorithms.algorithm.Algorithm.algorithmInfo`
		"""
		return r"""Zhang, Jingqiao, and Arthur C. Sanderson. "JADE: adaptive differential evolution with optional external archive." IEEE Transactions on evolutionary computation 13.5 (2009): 945-958."""

	def setParameters(self, **kwargs):
		DifferentialEvolution.setParameters(self, **kwargs)
		# TODO add parameters of the algorithm

	def getParameters(self):
		d = DifferentialEvolution.getParameters(self)
		# TODO add paramters values
		return d

	def runIteration(self, task, pop, fpop, xb, fxb, **dparams):
		# TODO Implement algorithm
		return pop, fpop, xb, fxb, dparams

# vim: tabstop=3 noexpandtab shiftwidth=3 softtabstop=3


		@@ 72-124 (lines=53) @@
69		# TODO implemnt algorithm
70		return pop, fpop, xb, fxb, dparams
71
72		class StrategyAdaptationDifferentialEvolutionV1(DifferentialEvolution):
73		r"""Implementation of Differential Evolution Algorithm With Strategy Adaptation algorihtm.
74
75		Algorithm:
76		Differential Evolution Algorithm With StrategyAdaptation
77
78		Date:
79		2019
80
81		Author:
82		Klemen Berkovič
83
84		License:
85		MIT
86
87		Reference URL:
88		https://ieeexplore.ieee.org/document/4632146
89
90		Reference paper:
91		Qin, A. Kai, Vicky Ling Huang, and Ponnuthurai N. Suganthan. "Differential evolution algorithm with strategy adaptation for global numerical optimization." IEEE transactions on Evolutionary Computation 13.2 (2009): 398-417.
92
93		Attributes:
94		Name (List[str]): List of strings representing algorithm name.
95
96		See Also:
97		:class:`NiaPy.algorithms.basic.DifferentialEvolution`
98		"""
99		Name = ['StrategyAdaptationDifferentialEvolutionV1', 'SADEV1', 'SaDEV1']
100
101		@staticmethod
102		def algorithmInfo():
103		r"""Get basic information about the algorithm.
104
105		Returns:
106		str: Basic information.
107
108		See Also:
109		:func:`NiaPy.algorithms.algorithm.Algorithm.algorithmInfo`
110		"""
111		return r"""Qin, A. Kai, Vicky Ling Huang, and Ponnuthurai N. Suganthan. "Differential evolution algorithm with strategy adaptation for global numerical optimization." IEEE transactions on Evolutionary Computation 13.2 (2009): 398-417."""
112
113		def setParameters(self, **kwargs):
114		DifferentialEvolution.setParameters(self, **kwargs)
115		# TODO add parameters of the algorithm
116
117		def getParameters(self):
118		d = DifferentialEvolution.getParameters(self)
119		# TODO add paramters values
120		return d
121
122		def runIteration(self, task, pop, fpop, xb, fxb, **dparams):
123		# TODO implement algorithm
124		return pop, fpop, xb, fxb, dparams
125
126		# vim: tabstop=3 noexpandtab shiftwidth=3 softtabstop=3
127
		@@ 18-70 (lines=53) @@
15		'StrategyAdaptationDifferentialEvolutionV1'
16		]
17
18		class StrategyAdaptationDifferentialEvolution(DifferentialEvolution):
19		r"""Implementation of Differential Evolution Algorithm With Strategy Adaptation algorihtm.
20
21		Algorithm:
22		Differential Evolution Algorithm With StrategyAdaptation
23
24		Date:
25		2019
26
27		Author:
28		Klemen Berkovič
29
30		License:
31		MIT
32
33		Reference URL:
34		https://ieeexplore.ieee.org/document/1554904
35
36		Reference paper:
37		Qin, A. Kai, and Ponnuthurai N. Suganthan. "Self-adaptive differential evolution algorithm for numerical optimization." 2005 IEEE congress on evolutionary computation. Vol. 2. IEEE, 2005.
38
39		Attributes:
40		Name (List[str]): List of strings representing algorithm name.
41
42		See Also:
43		:class:`NiaPy.algorithms.basic.DifferentialEvolution`
44		"""
45		Name = ['StrategyAdaptationDifferentialEvolution', 'SADE', 'SaDE']
46
47		@staticmethod
48		def algorithmInfo():
49		r"""Get basic information about the algorithm.
50
51		Returns:
52		str: Basic information.
53
54		See Also:
55		:func:`NiaPy.algorithms.algorithm.Algorithm.algorithmInfo`
56		"""
57		return r"""Qin, A. Kai, and Ponnuthurai N. Suganthan. "Self-adaptive differential evolution algorithm for numerical optimization." 2005 IEEE congress on evolutionary computation. Vol. 2. IEEE, 2005."""
58
59		def setParameters(self, **kwargs):
60		DifferentialEvolution.setParameters(self, **kwargs)
61		# TODO add parameters of the algorithm
62
63		def getParameters(self):
64		d = DifferentialEvolution.getParameters(self)
65		# TODO add paramters values
66		return d
67
68		def runIteration(self, task, pop, fpop, xb, fxb, **dparams):
69		# TODO implemnt algorithm
70		return pop, fpop, xb, fxb, dparams
71
72		class StrategyAdaptationDifferentialEvolutionV1(DifferentialEvolution):
73		r"""Implementation of Differential Evolution Algorithm With Strategy Adaptation algorihtm.

		@@ 56-108 (lines=53) @@
53		x = [pop[ic][i] + f * (ppop[rp[0]][i] - pop[ic][i]) + f * (pop[r[0]][i] - apop[ra[0]][i]) if rnd.rand() < cr or i == j else pop[ic][i] for i in range(len(pop[ic]))]
54		return asarray(x)
55
56		class AdaptiveArchiveDifferentialEvolution(DifferentialEvolution):
57		r"""Implementation of Adaptive Differential Evolution With Optional External Archive algorithm.
58
59		Algorithm:
60		Adaptive Differential Evolution With Optional External Archive
61
62		Date:
63		2019
64
65		Author:
66		Klemen Berkovič
67
68		License:
69		MIT
70
71		Reference URL:
72		https://ieeexplore.ieee.org/document/5208221
73
74		Reference paper:
75		Zhang, Jingqiao, and Arthur C. Sanderson. "JADE: adaptive differential evolution with optional external archive." IEEE Transactions on evolutionary computation 13.5 (2009): 945-958.
76
77		Attributes:
78		Name (List[str]): List of strings representing algorithm name.
79
80		See Also:
81		:class:`NiaPy.algorithms.basic.DifferentialEvolution`
82		"""
83		Name = ['AdaptiveArchiveDifferentialEvolution', 'JADE']
84
85		@staticmethod
86		def algorithmInfo():
87		r"""Get algorithm information.
88
89		Returns:
90		str: Alogrithm information.
91
92		See Also:
93		:func:`NiaPy.algorithms.algorithm.Algorithm.algorithmInfo`
94		"""
95		return r"""Zhang, Jingqiao, and Arthur C. Sanderson. "JADE: adaptive differential evolution with optional external archive." IEEE Transactions on evolutionary computation 13.5 (2009): 945-958."""
96
97		def setParameters(self, **kwargs):
98		DifferentialEvolution.setParameters(self, **kwargs)
99		# TODO add parameters of the algorithm
100
101		def getParameters(self):
102		d = DifferentialEvolution.getParameters(self)
103		# TODO add paramters values
104		return d
105
106		def runIteration(self, task, pop, fpop, xb, fxb, **dparams):
107		# TODO Implement algorithm
108		return pop, fpop, xb, fxb, dparams
109
110		# vim: tabstop=3 noexpandtab shiftwidth=3 softtabstop=3
111

NiaOrg / NiaPy

Code Duplication Length = 53-53 lines in 3 locations

NiaPy/algorithms/modified/sade.py 2 locations

NiaPy/algorithms/modified/jade.py 1 location