An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation

Cem C. Tutum; Andrey K. Guber; Kalyanmoy Deb; Alvin Smucker; A. Pouyan Nejadhashemi; Berna Kiraz

doi:10.1109/CEC.2015.7256984

An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation

Cem C. Tutum
, Andrey K. Guber
, Kalyanmoy Deb
, Alvin Smucker
, A. Pouyan Nejadhashemi
, Berna Kiraz

Michigan State University
Marmara University

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakem

3 Atıf (Scopus)

Özet

Retaining water at the root level of crops has been a major focus in precision irrigation system from technological, societal, and environmental points of view. Subsurface water retention technology (SWRT) through impermeable membranes placed at certain depths under has shown 1.4 to 3.4-fold increase in production in crops. However, the sizing, placement and surface water scheduling are important parameters for achieving an optimal yield. In this paper, for the first time, we consider a water flow simulation model through soil (HYDRUS-2D) which is integrated with an evolutionary multi-objective optimization (EMO) algorithm to find optimal membrane configurations and surface water supply under multiple conflicting objectives. The initial results presented in this paper clearly demonstrate the merit of such a collaboration and supports further studies. Not only the integrated approach finds optimal membrane configurations and water supply, but also reveals a number of useful insights and knowledge about optimal precision irrigation, a matter which has long term contributions to water conservation, ground-water preservation, and many natural resources directly affecting modern society.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	885-892
Sayfa sayısı	8
ISBN (Elektronik)	9781479974924
DOI'lar	https://doi.org/10.1109/CEC.2015.7256984
Yayın durumu	Yayınlandı - 10 Eyl 2015
Harici olarak yayınlandı	Evet
Etkinlik	2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Sendai, Japan Süre: 25 May 2015 → 28 May 2015

Yayın serisi

Adı	2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	2015 IEEE Congress on Evolutionary Computation, CEC 2015
Ülke/Bölge	Japan
Şehir	Sendai
Periyot	25/05/15 → 28/05/15

Bibliyografik not

Publisher Copyright:
© 2015 IEEE.

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Belgeye Erişim

10.1109/CEC.2015.7256984

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Link to publication in Scopus

Alıntı Yap

Tutum, C. C., Guber, A. K., Deb, K., Smucker, A., Nejadhashemi, A. P., & Kiraz, B. (2015). An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation. In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (pp. 885-892). Makale 7256984 (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CEC.2015.7256984

Tutum, Cem C. ; Guber, Andrey K. ; Deb, Kalyanmoy et al. / An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation. 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 885-892 (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings).

@inproceedings{642a707a6a2149b895addf6aef3262b8,

title = "An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation",

abstract = "Retaining water at the root level of crops has been a major focus in precision irrigation system from technological, societal, and environmental points of view. Subsurface water retention technology (SWRT) through impermeable membranes placed at certain depths under has shown 1.4 to 3.4-fold increase in production in crops. However, the sizing, placement and surface water scheduling are important parameters for achieving an optimal yield. In this paper, for the first time, we consider a water flow simulation model through soil (HYDRUS-2D) which is integrated with an evolutionary multi-objective optimization (EMO) algorithm to find optimal membrane configurations and surface water supply under multiple conflicting objectives. The initial results presented in this paper clearly demonstrate the merit of such a collaboration and supports further studies. Not only the integrated approach finds optimal membrane configurations and water supply, but also reveals a number of useful insights and knowledge about optimal precision irrigation, a matter which has long term contributions to water conservation, ground-water preservation, and many natural resources directly affecting modern society.",

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note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2015 IEEE Congress on Evolutionary Computation, CEC 2015 ; Conference date: 25-05-2015 Through 28-05-2015",

year = "2015",

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doi = "10.1109/CEC.2015.7256984",

language = "English",

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Tutum, CC, Guber, AK, Deb, K, Smucker, A, Nejadhashemi, AP & Kiraz, B 2015, An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation. in 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings., 7256984, 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 885-892, 2015 IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, 25/05/15. https://doi.org/10.1109/CEC.2015.7256984

An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation. / Tutum, Cem C.; Guber, Andrey K.; Deb, Kalyanmoy et al.
2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. p. 885-892 7256984 (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings).

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakem

TY - GEN

T1 - An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation

AU - Tutum, Cem C.

AU - Guber, Andrey K.

AU - Deb, Kalyanmoy

AU - Smucker, Alvin

AU - Nejadhashemi, A. Pouyan

AU - Kiraz, Berna

PY - 2015/9/10

Y1 - 2015/9/10

N2 - Retaining water at the root level of crops has been a major focus in precision irrigation system from technological, societal, and environmental points of view. Subsurface water retention technology (SWRT) through impermeable membranes placed at certain depths under has shown 1.4 to 3.4-fold increase in production in crops. However, the sizing, placement and surface water scheduling are important parameters for achieving an optimal yield. In this paper, for the first time, we consider a water flow simulation model through soil (HYDRUS-2D) which is integrated with an evolutionary multi-objective optimization (EMO) algorithm to find optimal membrane configurations and surface water supply under multiple conflicting objectives. The initial results presented in this paper clearly demonstrate the merit of such a collaboration and supports further studies. Not only the integrated approach finds optimal membrane configurations and water supply, but also reveals a number of useful insights and knowledge about optimal precision irrigation, a matter which has long term contributions to water conservation, ground-water preservation, and many natural resources directly affecting modern society.

AB - Retaining water at the root level of crops has been a major focus in precision irrigation system from technological, societal, and environmental points of view. Subsurface water retention technology (SWRT) through impermeable membranes placed at certain depths under has shown 1.4 to 3.4-fold increase in production in crops. However, the sizing, placement and surface water scheduling are important parameters for achieving an optimal yield. In this paper, for the first time, we consider a water flow simulation model through soil (HYDRUS-2D) which is integrated with an evolutionary multi-objective optimization (EMO) algorithm to find optimal membrane configurations and surface water supply under multiple conflicting objectives. The initial results presented in this paper clearly demonstrate the merit of such a collaboration and supports further studies. Not only the integrated approach finds optimal membrane configurations and water supply, but also reveals a number of useful insights and knowledge about optimal precision irrigation, a matter which has long term contributions to water conservation, ground-water preservation, and many natural resources directly affecting modern society.

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M3 - Conference contribution

AN - SCOPUS:84963625981

T3 - 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings

SP - 885

EP - 892

BT - 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2015 IEEE Congress on Evolutionary Computation, CEC 2015

Y2 - 25 May 2015 through 28 May 2015

ER -

Tutum CC, Guber AK, Deb K, Smucker A, Nejadhashemi AP, Kiraz B. An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation. In 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. p. 885-892. 7256984. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings). doi: 10.1109/CEC.2015.7256984

An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation

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