Busca Local para o PQA-MO: Resultados do indicador Hypervol

Esses são os resultados da comparação feita utilizando o teste estatístico Kruskal-Wallis. A maneira correta de interpretar a tabela seria "se a célula possui valor <= 0.05, então o algoritmo da linha é melhor que o algoritmo da coluna".

2 objetivos, instâncias estruturadas (reais), 25 vértices

25 vertices, correlacao n75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 4.69e-02 2.97e-04 1.72e-02
PHSII > 0.05 - 3.29e-02 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n50 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 1.98e-07 1.68e-04
PHSII > 0.05 - 3.79e-06 1.68e-03
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 4.38e-02 -

25 vertices, correlacao n25 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 > 0.05 > 0.05
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao 0 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 1.16e-02 2.13e-04
PHSII > 0.05 - > 0.05 8.93e-03
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao p25 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 1.02e-12 > 0.05
PHSII > 0.05 - 2.62e-10 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 2.96e-10 -

25 vertices, correlacao p50 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 5.05e-04 > 0.05
PHSII > 0.05 - 1.53e-04 3.47e-02
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 2.96e-02 -

25 vertices, correlacao p75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 5.28e-04 6.11e-06 7.31e-05
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

2 objetivos, instâncias estruturadas (reais), 50 vértices

50 vertices, correlacao n75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.66e-02 3.37e-04 3.56e-03
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao n50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 4.92e-02 1.83e-08 7.70e-05
PHSII > 0.05 - 1.91e-05 1.27e-02
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 2.16e-02 -

50 vertices, correlacao n25 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 7.27e-08 4.97e-09
PHSII > 0.05 - 3.23e-05 3.16e-06
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao 0 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 6.03e-06 5.77e-06
PHSII > 0.05 - 6.49e-04 6.27e-04
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao p25 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 6.29e-07 8.13e-05
PHSII > 0.05 - 6.39e-05 3.60e-03
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao p50 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 8.69e-03 1.87e-05 > 0.05
PHSII > 0.05 - 2.99e-02 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 4.29e-03 -

50 vertices, correlacao p75 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 5.68e-07 4.67e-05
PHSII > 0.05 - 2.29e-05 1.08e-03
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

2 objetivos, instâncias estruturadas (reais), 75 vértices

75 vertices, correlacao n75 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 1.56e-05 4.05e-11
PHSII > 0.05 - 1.66e-04 8.69e-10
PAllTPLS > 0.05 > 0.05 - 2.09e-03
PLS > 0.05 > 0.05 > 0.05 -

75 vertices, correlacao n50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.58e-02 8.04e-08 4.52e-16
PHSII > 0.05 - 3.88e-04 2.01e-11
PAllTPLS > 0.05 > 0.05 - 6.67e-05
PLS > 0.05 > 0.05 > 0.05 -

75 vertices, correlacao n25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.66e-02 2.38e-09 8.01e-04
PHSII > 0.05 - 2.24e-05 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 9.60e-04 -

75 vertices, correlacao 0 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 8.87e-04 6.72e-12 7.33e-11
PHSII > 0.05 - 1.09e-05 7.04e-05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

75 vertices, correlacao p25 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 5.20e-04 9.30e-08
PHSII > 0.05 - 1.96e-02 1.83e-05
PAllTPLS > 0.05 > 0.05 - 1.38e-02
PLS > 0.05 > 0.05 > 0.05 -

75 vertices, correlacao p50 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 3.35e-05 8.47e-04
PHSII > 0.05 - 2.45e-03 2.76e-02
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

75 vertices, correlacao p75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 2.30e-02 2.44e-05 2.83e-03
PHSII > 0.05 - 1.40e-02 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

2 objetivos, instâncias não-estruturadas (uniformes), 25 vértices

25 vertices, correlacao n75 - PLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.97e-20 4.57e-16 > 0.05
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 2.18e-02 - > 0.05
PLS 2.12e-03 1.97e-26 2.77e-22 -

25 vertices, correlacao n50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.23e-24 1.84e-26 3.76e-08
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 2.52e-12 2.89e-14 -

25 vertices, correlacao n25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 5.43e-18 4.31e-22 1.66e-10
PHSII > 0.05 - 2.77e-02 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 3.30e-04 1.86e-07 -

25 vertices, correlacao 0 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 7.56e-16 1.35e-15 1.47e-13
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao p25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 5.91e-16 1.11e-12 1.32e-17
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 > 0.05 - 1.19e-02
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao p50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 5.89e-19 1.17e-08 1.28e-20
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 2.00e-06 - 7.28e-08
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao p75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 2.01e-19 2.25e-02 7.38e-28
PHSII > 0.05 - > 0.05 3.81e-05
PAllTPLS > 0.05 4.54e-15 - 8.24e-24
PLS > 0.05 > 0.05 > 0.05 -

2 objetivos, instâncias não-estruturadas (uniformes), 50 vértices

50 vertices, correlacao n75 - PLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 6.26e-41 2.91e-20 > 0.05
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 1.44e-19 - > 0.05
PLS 4.19e-19 1.53e-55 1.36e-40 -

50 vertices, correlacao n50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 2.15e-33 1.20e-21 2.35e-02
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 1.33e-08 - > 0.05
PLS > 0.05 1.04e-29 2.22e-17 -

50 vertices, correlacao n25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 4.73e-46 5.79e-32 3.36e-11
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 2.30e-14 - > 0.05
PLS > 0.05 1.27e-34 3.13e-17 -

50 vertices, correlacao 0 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 9.66e-43 4.03e-26 1.83e-15
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 5.08e-16 - > 0.05
PLS > 0.05 1.24e-26 8.62e-07 -

50 vertices, correlacao p25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.81e-33 4.35e-17 1.79e-16
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 4.19e-13 - > 0.05
PLS > 0.05 1.03e-13 > 0.05 -

50 vertices, correlacao p50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 7.88e-31 4.46e-11 6.83e-28
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 4.96e-16 - 1.03e-12
PLS > 0.05 > 0.05 > 0.05 -

50 vertices, correlacao p75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 7.90e-32 2.59e-11 9.41e-36
PHSII > 0.05 - > 0.05 1.41e-02
PAllTPLS > 0.05 5.92e-17 - 1.11e-21
PLS > 0.05 > 0.05 > 0.05 -

2 objetivos, instâncias não-estruturadas (uniformes), 75 vértices

75 vertices, correlacao n75 - PLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 6.22e-32 1.87e-15 > 0.05
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 6.65e-13 - > 0.05
PLS 1.40e-05 2.01e-39 1.02e-24 -

75 vertices, correlacao n50 - PLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 7.04e-39 3.87e-19 > 0.05
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 6.41e-18 - > 0.05
PLS 1.81e-15 5.28e-52 5.18e-37 -

75 vertices, correlacao n25 - PHSRoTS e PLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 3.62e-34 2.54e-19 > 0.05
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 9.80e-12 - > 0.05
PLS > 0.05 4.93e-35 2.23e-20 -

75 vertices, correlacao 0 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 2.12e-47 2.43e-32 1.70e-12
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 4.99e-16 - > 0.05
PLS > 0.05 2.97e-35 2.37e-16 -

75 vertices, correlacao p25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 2.14e-44 3.80e-27 3.24e-17
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 2.48e-17 - > 0.05
PLS > 0.05 2.98e-27 2.89e-06 -

75 vertices, correlacao p50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 4.14e-37 5.25e-14 2.20e-24
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 1.05e-20 - 1.85e-06
PLS > 0.05 2.85e-10 > 0.05 -

75 vertices, correlacao p75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.80e-31 5.01e-09 1.17e-31
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 6.10e-19 - 3.70e-19
PLS > 0.05 > 0.05 > 0.05 -

3 objetivos, instâncias estruturadas (reais), 25 vértices

25 vertices, correlacao n75 - Incomparáveis

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 > 0.05 > 0.05
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n50 - Incomparáveis

25 vertices, correlacao n25 - Incomparáveis

25 vertices, correlacao 0 - Incomparáveis

25 vertices, correlacao p25 - PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 > 0.05 > 0.05
PHSII 1.25e-02 - 3.93e-03 5.67e-04
PAllTPLS > 0.05 > 0.05 - > 0.05
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao p50 - Incomparáveis

25 vertices, correlacao p75 - PHSRoTS e PHSII

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - > 0.05 1.71e-03 7.97e-06
PHSII > 0.05 - 4.79e-03 2.04e-05
PAllTPLS > 0.05 > 0.05 - 8.78e-03
PLS > 0.05 > 0.05 > 0.05 -

3 objetivos, instâncias estruturadas (reais), 50 vértices

3 objetivos, instâncias não-estruturadas (uniformes), 25 vértices

25 vertices, correlacao n75 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 5.76e-41 1.82e-20 2.71e-56
PHSII > 0.05 - > 0.05 1.82e-20
PAllTPLS > 0.05 2.06e-19 - 5.76e-41
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n50 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 1.17e-06 3.88e-03 7.85e-07
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 4.21e-04 - 2.58e-04
PLS > 0.05 > 0.05 > 0.05 -

25 vertices, correlacao n25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 3.33e-09 2.20e-06 2.90e-04
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 2.90e-04 - > 0.05
PLS > 0.05 2.20e-06 1.17e-02 -

25 vertices, correlacao 0 - PHSRoTS e PLS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 7.96e-07 4.57e-05 > 0.05
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 2.20e-02 - > 0.05
PLS > 0.05 5.00e-06 3.82e-04 -

25 vertices, correlacao p25 - PHSRoTS

- PHSRoTS PHSII PAllTPLS PLS
PHSRoTS - 2.31e-10 4.59e-08 1.86e-04
PHSII > 0.05 - > 0.05 > 0.05
PAllTPLS > 0.05 3.92e-04 - > 0.05
PLS > 0.05 7.87e-08 1.28e-04 -

3 objetivos, instâncias não-estruturadas (uniformes), 50 vértices

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