4 research outputs found
Evaluation of Efficiency of Torrential Protective Structures With New BF-TOPSIS Methods
Decision-Aid Methods (DAMs) such as the CostBenefit Analysis (CBA) and the Analytical Hierarchy Process (AHP) help decision-makers to rank alternatives or to choose the best one among several potential ones
Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 5
This ο¬fth volume on Advances and Applications of DSmT for Information Fusion collects theoretical and applied contributions of researchers working in different ο¬elds of applications and in mathematics, and is available in open-access. The collected contributions of this volume have either been published or presented after disseminating the fourth volume in 2015 in international conferences, seminars, workshops and journals, or they are new. The contributions of each part of this volume are chronologically ordered.
First Part of this book presents some theoretical advances on DSmT, dealing mainly with modiο¬ed Proportional Conο¬ict Redistribution Rules (PCR) of combination with degree of intersection, coarsening techniques, interval calculus for PCR thanks to set inversion via interval analysis (SIVIA), rough set classiο¬ers, canonical decomposition of dichotomous belief functions, fast PCR fusion, fast inter-criteria analysis with PCR, and improved PCR5 and PCR6 rules preserving the (quasi-)neutrality of (quasi-)vacuous belief assignment in the fusion of sources of evidence with their Matlab codes.
Because more applications of DSmT have emerged in the past years since the apparition of the fourth book of DSmT in 2015, the second part of this volume is about selected applications of DSmT mainly in building change detection, object recognition, quality of data association in tracking, perception in robotics, risk assessment for torrent protection and multi-criteria decision-making, multi-modal image fusion, coarsening techniques, recommender system, levee characterization and assessment, human heading perception, trust assessment, robotics, biometrics, failure detection, GPS systems, inter-criteria analysis, group decision, human activity recognition, storm prediction, data association for autonomous vehicles, identiο¬cation of maritime vessels, fusion of support vector machines (SVM), Silx-Furtif RUST code library for information fusion including PCR rules, and network for ship classiο¬cation.
Finally, the third part presents interesting contributions related to belief functions in general published or presented along the years since 2015. These contributions are related with decision-making under uncertainty, belief approximations, probability transformations, new distances between belief functions, non-classical multi-criteria decision-making problems with belief functions, generalization of Bayes theorem, image processing, data association, entropy and cross-entropy measures, fuzzy evidence numbers, negator of belief mass, human activity recognition, information fusion for breast cancer therapy, imbalanced data classiο¬cation, and hybrid techniques mixing deep learning with belief functions as well
Multi-criteria decision making in a function of soil and water resources conservation in hilly- mountainous areas of central Serbia
ΠΡΠΈΠΌΠ΅Π½Π° ΠΌΠ΅ΡΠΎΠ΄Π° Π²ΠΈΡΠ΅ΠΊΡΠΈΡΠ΅ΡΠΈΡΡΠΌΡΠΊΠΎΠ³ ΠΎΠ΄Π»ΡΡΠΈΠ²Π°ΡΠ° Ρ ΠΎΠ±Π»Π°ΡΡΠΈ Π·Π°ΡΡΠΈΡΠ΅ ΠΎΠ΄ Π΅ΡΠΎΠ·ΠΈΡΠ΅ ΠΈ Π±ΡΡΠΈΡΠ°, ΡΠ° ΡΠΈΡΠ΅ΠΌ ΠΊΠΎΠ½Π·Π΅ΡΠ²Π°ΡΠΈΡΠ΅ Π·Π΅ΠΌΡΠΈΡΠ½ΠΈΡ
ΠΈ Π²ΠΎΠ΄Π½ΠΈΡ
ΡΠ΅ΡΡΡΡΠ° Π±ΡΠ΄ΡΠΊΠΎ-ΠΏΠ»Π°Π½ΠΈΠ½ΡΠΊΠΈΡ
ΠΏΠΎΠ΄ΡΡΡΡΠ° ΡΠ΅Π½ΡΡΠ°Π»Π½Π΅ Π‘ΡΠ±ΠΈΡΠ΅ ΠΏΡΠ΅Π΄ΡΡΠ°Π²ΡΠ° ΠΏΡΠ΅Π΄ΠΌΠ΅Ρ ΠΎΠ²Π΅ Π΄ΠΈΡΠ΅ΡΡΠ°ΡΠΈΡΠ΅.
ΠΠ΅ΠΎΠ³ΡΠ°ΡΡΠΊΠΎ ΠΏΠΎΠ΄ΡΡΡΡΠ΅ ΠΈΡΡΡΠ°ΠΆΠΈΠ²Π°ΡΠ° ΠΏΡΠ΅Π΄ΡΡΠ°Π²ΡΠ°ΡΡ ΡΠ»ΠΈΠ² Π’ΠΎΠΏΡΠΈΠ΄Π΅ΡΡΠΊΠ΅ ΡΠ΅ΠΊΠ΅, ΡΠ»ΠΈΠ² ΡΠ΅ΠΊΠ΅ Π’ΠΎΠΏΠ»ΠΈΡΠ΅ ΠΈ ΡΠ»ΠΈΠ² ΡΠ΅ΠΊΠ΅ Π Π°ΡΠΈΠ½Π΅, ΠΊΠΎΡΠΈ ΡΡ ΠΊΠ»Π°ΡΠΈΡΠΈΠΊΠΎΠ²Π°Π½ΠΈ Ρ ΡΠΈΡΡΠ΅ΠΌ ΠΏΠΎΠ΄ΡΠ»ΠΈΠ²ΠΎΠ²Π°. ΠΡΠ΅Π΄Π½ΠΎΡΡΠΈ ΠΊΡΠΈΡΠ΅ΡΠΈΡΡΠΌΠ° Π·Π° ΠΏΡΠΎΡΠ΅Π½Ρ Π΅ΡΠΎΠ·ΠΈΡΠ΅ Π·Π΅ΠΌΡΠΈΡΡΠ°: Π½Π°ΡΠΈΠ½Π° ΠΊΠΎΡΠΈΡΡΠ΅ΡΠ° Π·Π΅ΠΌΡΠΈΡΡΠ°, Π΅ΡΠΎΠ΄ΠΈΠ±ΠΈΠ»Π½ΠΎΡΡΠΈ Π·Π΅ΠΌΡΠΈΡΡΠ°, ΠΊΠΈΡΠ½ΠΎΠ³ ΡΠ°ΠΊΡΠΎΡΠ° ΠΈ ΡΠΎΠΏΠΎΠ³ΡΠ°ΡΡΠΊΠΎΠ³ ΡΠ°ΠΊΡΠΎΡΠ° (RUSLE ΠΌΠ΅ΡΠΎΠ΄Π°), ΠΊΠ°ΠΎ ΠΈ Π²ΡΠ΅Π΄Π½ΠΎΡΡΠΈ 10 ΠΌΠΎΡΡΠΎΠΌΠ΅ΡΡΠΈΡΡΠΊΠΈΡ
ΠΏΠ°ΡΠ°ΠΌΠ΅ΡΠ°ΡΠ° ΠΊΠΎΡΠΈΡΡΠ΅Π½ΠΈΡ
Π·Π° ΠΏΡΠΎΡΠ΅Π½Ρ ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ ΠΎΠ΄ Π±ΡΡΠΈΡΠ½ΠΈΡ
ΠΏΠΎΠΏΠ»Π°Π²Π° (ΠΏΠΎΠ²ΡΡΠΈΠ½Π° ΠΏΠΎΠ΄ΡΠ»ΠΈΠ²Π°, ΡΠ΅Π»Π°ΡΠΈΠ²Π½ΠΈ ΠΏΠ°Π΄ ΡΠΎΠΊΠ°, ΡΡΠ΅Π΄ΡΠΈ ΠΏΠ°Π΄ ΠΏΠΎΠ΄ΡΠ»ΠΈΠ²Π°, ΠΊΠΎΠ΅ΡΠΈΡΠΈΡΠ΅Π½Ρ Π΅ΡΠΎΠ·ΠΈΠΎΠ½Π΅ Π΅Π½Π΅ΡΠ³ΠΈΡΠ΅ ΡΠ΅ΡΠ΅ΡΠ°, Π³Π΅ΠΎΠΌΠΎΡΡΠΎΠ»ΠΎΡΠΊΠΎ-Π΅ΡΠΎΠ·ΠΈΠΎΠ½ΠΈ ΠΊΠΎΠ΅ΡΠΈΡΠΈΡΠ΅Π½Ρ ΠΈΡΠ΄.) ΡΡ ΡΡΠ²ΡΡΠ΅Π½ΠΈ Π°Π½Π°Π»ΠΈΠ·ΠΎΠΌ ΠΎΠ΄Π³ΠΎΠ²Π°ΡΠ°ΡΡΡΠΈΡ
ΠΏΠΎΠ΄Π»ΠΎΠ³Π° ΡΠ· ΠΏΡΠΈΠΌΠ΅Π½Ρ GIS-Π°.
Π£ ΡΠ°Π΄Ρ ΡΡ ΠΏΡΠΈΠΌΠ΅ΡΠ΅Π½Π΅ ΠΌΠ΅ΡΠΎΠ΄Π΅ Π²ΠΈΡΠ΅ΠΊΡΠΈΡΠ΅ΡΠΈΡΡΠΌΡΠΊΠ΅ Π°Π½Π°Π»ΠΈΠ·Π΅: AHP, WSM, ELECTRE II ΠΈ PROMETHEE II. ΠΠΎΠΌΠΎΡΡ ΠΎΠ²ΠΈΡ
ΠΌΠ΅ΡΠΎΠ΄Π° ΡΡ ΠΎΠ΄ΡΠ΅ΡΠ΅Π½Π΅ ΡΠ΅ΠΆΠΈΠ½Π΅ ΠΊΡΠΈΡΠ΅ΡΠΈΡΡΠΌΠ° ΠΈ ΡΠ°Π½Π³ΠΈΡΠ°Π½ΠΈ ΠΏΠΎΠ΄ΡΠ»ΠΈΠ²ΠΎΠ²ΠΈ ΠΏΡΠ΅ΠΌΠ° ΡΠ³ΡΠΎΠΆΠ΅Π½ΠΎΡΡΠΈ Π΅ΡΠΎΠ·ΠΈΡΠΎΠΌ ΠΈ ΠΏΡΠ΅ΠΌΠ° ΡΠ³ΡΠΎΠΆΠ΅Π½ΠΎΡΡΠΈ ΠΎΠ΄ Π±ΡΡΠΈΡΠ½ΠΈΡ
ΠΏΠΎΠΏΠ»Π°Π²Π°. ΠΠ·Π΄Π²ΠΎΡΠ΅Π½ΠΈ ΡΡ ΠΏΠΎΠ΄ΡΠ»ΠΈΠ²ΠΎΠ²ΠΈ ΠΏΡΠ²ΠΎΠ³ ΡΠ°Π½Π³Π°, Π³Π΄Π΅ ΡΠ΅ ΠΏΠΎΡΡΠ΅Π±Π½ΠΎ ΠΏΡΠΈΠΌΠ΅Π½ΠΈΡΠΈ ΠΊΠΎΠ½Π·Π΅ΡΠ²Π°ΡΠΈΠΎΠ½Π΅ ΠΌΠ΅ΡΠ΅ ΠΈ ΡΠ°Π΄ΠΎΠ²Π΅.
ΠΠΎΠΌΠ΅Π½ΡΡΠ΅ ΠΌΠ΅ΡΠΎΠ΄Π΅ Π²ΠΈΡΠ΅ΠΊΡΠΈΡΠ΅ΡΠΈΡΡΠΌΡΠΊΠ΅ Π°Π½Π°Π»ΠΈΠ·Π΅ ΡΡ ΠΏΡΠΈΠΌΠ΅ΡΠ΅Π½Π΅ ΠΈ Π·Π°: ΠΈΠ·Π±ΠΎΡ Π±ΡΡΠΈΡΠ½ΠΈΡ
ΡΠ»ΠΈΠ²ΠΎΠ²Π° Π³Π΄Π΅ ΡΠ΅ ΡΠ΅ Π³ΡΠ°Π΄ΠΈΡΠΈ ΠΏΡΠ΅Π³ΡΠ°Π΄Π΅ (ΠΊΠ°ΠΎ ΡΠ΅Ρ
Π½ΠΈΡΠΊΠΈ ΡΠ°Π΄ΠΎΠ²ΠΈ Ρ ΠΊΠΎΡΠΈΡΡ Π±ΡΡΠΈΡΠ½ΠΈΡ
Π²ΠΎΠ΄ΠΎΡΠΎΠΊΠΎΠ²Π°), ΠΈΠ·Π±ΠΎΡ Π½Π°ΡΠΏΡΠΈΡ
Π²Π°ΡΡΠΈΠ²ΠΈΡΠ΅ ΠΊΠΎΠΌΠ±ΠΈΠ½Π°ΡΠΈΡΠ΅ ΠΏΡΠ΅Π³ΡΠ°Π΄Π°, ΠΊΠ°ΠΎ ΠΈ ΠΏΡΠΎΡΠΈΠ»Π° Π·Π° ΡΠΈΡ
ΠΎΠ²Ρ ΠΈΠ·Π³ΡΠ°Π΄ΡΡ. ΠΠ° ΡΠ΅ΡΠ΅Π½Ρ ΡΡ ΡΠ΅Π³ΠΈΡΡΡΠΎΠ²Π°Π½Π° ΠΎΡΡΠ΅ΡΠ΅ΡΠ° ΠΏΡΠ΅Π³ΡΠ°Π΄Π° ΠΈ ΠΏΡΠ΅Π΄Π»ΠΎΠΆΠ΅Π½Π° ΡΠ΅ ΡΠΎΡΠΌΡΠ»Π° Π·Π° ΠΏΡΠΈΠΎΡΠΈΡΠΈΠ·Π°ΡΠΈΡΡ ΡΠΈΡ
ΠΎΠ²ΠΎΠ³ ΡΠ°Π½ΠΈΡΠ°ΡΠ°.
ΠΠ΅ΡΠΎΠ΄Π΅ Π²ΠΈΡΠ΅ΠΊΡΠΈΡΠ΅ΡΠΈΡΡΠΌΡΠΊΠ΅ ΠΎΠΏΡΠΈΠΌΠΈΠ·Π°ΡΠΈΡΠ΅ (ΠΌΠ΅ΡΠΎΠ΄Π° ΠΎΠ³ΡΠ°Π½ΠΈΡΠ΅ΡΠ° ΠΈ ΠΌΠ΅ΡΠΎΠ΄Π° ΡΠ΅ΠΆΠΈΠ½ΡΠΊΠΈΡ
ΠΊΠΎΠ΅ΡΠΈΡΠΈΡΠ΅Π½Π°ΡΠ°) ΡΡ ΠΏΡΠΈΠΌΠ΅ΡΠ΅Π½Π΅ Π·Π° ΠΈΠ·Π±ΠΎΡ ΠΎΠΏΡΠΈΠΌΠ°Π»Π½Π΅ ΡΡΡΡΠΊΡΡΡΠ΅ Π½Π°ΡΠΈΠ½Π° ΠΊΠΎΡΠΈΡΡΠ΅ΡΠ° Π·Π΅ΠΌΡΠΈΡΡΠ°, ΠΊΠ°ΠΎ ΠΈ ΠΎΠΏΡΠΈΠΌΠΈΠ·Π°ΡΠΈΡΡ ΠΏΠΎΠ΄ΠΈΠ·Π°ΡΠ° ΡΠ΅ΡΠ°ΡΠ° ΠΊΠ°ΠΎ ΠΊΠΎΠ½Π·Π΅ΡΠ²Π°ΡΠΈΠΎΠ½Π΅ ΠΌΠ΅ΡΠ΅. ΠΡΠ΅Π΄Π»ΠΎΠΆΠ΅Π½ ΡΠ΅ ΠΌΠΎΠ΄Π΅Π» ΠΈΠ½ΡΠ΅Π³ΡΠ°Π»Π½ΠΎΠ³ ΡΡΠ΅ΡΠ΅ΡΠ° ΡΠ»ΠΈΠ²Π°, Π³Π΄Π΅ Π±ΠΈ ΠΏΡΠΈΠΌΠ΅Π½Π° ΠΌΠ΅ΡΠΎΠ΄Π° Π²ΠΈΡΠ΅ΠΊΡΠΈΡΠ΅ΡΠΈΡΡΠΌΡΠΊΠ΅ Π°Π½Π°Π»ΠΈΠ·Π΅ ΠΎΠΌΠΎΠ³ΡΡΠΈΠ»Π° ΠΈΠ·Π±ΠΎΡ Π½Π°ΡΠΏΡΠΈΡ
Π²Π°ΡΡΠΈΠ²ΠΈΡΠ΅ ΠΊΠΎΠΌΠ±ΠΈΠ½Π°ΡΠΈΡΠ΅ ΠΌΠ΅ΡΠ°
ΠΈ ΡΠ°Π΄ΠΎΠ²Π° Π·Π° ΡΠ΅Π΄ΡΠΊΡΠΈΡΡ/ΠΏΡΠ΅Π²Π΅Π½ΡΠΈΡΡ Π΅ΡΠΎΠ·ΠΈΡΠ΅ ΠΈ Π±ΡΡΠΈΡΠ°.Application of multi-criteria decision-making in the field of soil erosion protection and torrents control, with the aim of conservation of soil and water resources in hilly-mountainous areas of central Serbia, represents the subject of the thesis. Π’he geographical area of research includes: Topciderska River, Toplica River and Rasina River Watershed, which are classified in the sub-watershed system. Π’he values of criteria for estimating soil erosion are: land use, soil erodibility, rainfall erosivity factor and topographical factor (RUSLE method), as well as the value of 10 morphometric parameters used to estimate the risk of torrential floods (sub-watershed area, relative slope of the river bed, the mean sub-watershed slope, the coefficient of erosion energy of relief, geomorphological-erosion coefficient) are established by using relevant maps and GIS technique.
In the paper, there have been applied various methods of multi-criteria analysis, such as: AHP, WSM, ELECTRE II PROMETHEE II. Using these methods, criteria weights are determined, and sub-watershed ranking is performed according to the vulnerability to erosion and torrential flooding. The first order sub-watershed, represents the area where implementation of conservation measures should be urgently performed.
The above-mentioned multi-criteria analysis methods have been applied for: selection of watersheds for check dam construction (such a technical work in the bed of torrential streams), then, a selection of the most appropriate combination of check dams, as well as profiles for their construction. In the field are registered damage of check dam, and based on this, the formula for prioritizing the rehabilitation of check dams is proposed.
Multi-criteria optimization methods (Constrained method and Method of weight coefficients) have been used for the selection of the optimal structure of land use in the sub-watershed, as well as the optimization of terrace construction as a conservation measure. A model of integrated watershed management has been proposed, where the application of the multi-criteria analysis method, would provide a selection of the most appropriate combination of measures and works for the reduction / prevention of erosion and torrents
Climate Change and Environmental Sustainability-Volume 2
Our world is facing many challenges, such as poverty, hunger, resource shortage, environmental degradation, climate change, and increased inequalities and conflicts. To address such challenges, the United Nations proposed the Sustainable Development Goals (SDG), consisting of 17 interlinked global goals, as the strategic blueprint of world sustainable development. Nevertheless, the implementation of the SDG framework has been very challenging and the COVID-19 pandemic has further impeded the SDG implementation progress. Accelerated efforts are needed to enable all stakeholders, ranging from national and local governments, civil society, private sector, academia and youth, to contribute to addressing this dilemma. This volume of the Climate Change and Environmental Sustainability book series aims to offer inspiration and creativity on approaches to sustainable development. Among other things, it covers topics of COVID-19 and sustainability, environmental pollution, food production, clean energy, low-carbon transport promotion, and strategic governance for sustainable initiatives. This book can reveal facts about the challenges we are facing on the one hand and provide a better understanding of drivers, barriers, and motivations to achieve a better and more sustainable future for all on the other. Research presented in this volume can provide different stakeholders, including planners and policy makers, with better solutions for the implementation of SDGs. Prof. Bao-Jie He acknowledges the Project NO. 2021CDJQY-004 supported by the Fundamental Research Funds for the Central Universities. We appreciate the assistance from Mr. Lifeng Xiong, Mr. Wei Wang, Ms. Xueke Chen and Ms. Anxian Chen at School of Architecture and Urban Planning, Chongqing University, China