PySensMCDA: A novel tool for sensitivity analysis in multi-criteria problems

SoftwareX, Journal Year: 2024, Volume and Issue: 27, P. 101746 - 101746

Published: May 16, 2024

The presented programming package introduces an innovative tool for sensitivity analysis within Multi-Criteria Decision Analysis (MCDA), offering a modular and flexible structure versatile applications. PySensMCDA is developed in Python ensures adaptability by adjusting the behavior of methods to specific needs users. Robust input data validation enhances reliability minimizing errors. versatility proposed allows both personal research applications MCDA domain, making it important contribution enhancing comprehensiveness assessment. eight modules encompass variety approaches, including alternative modification, criteria weights adjustment, probabilistic ranking alterations, compromise solutions, preference calculations, graph visualizations, validation. main aim equip decision-makers with predefined methods, thereby facilitating more comprehensive detailed analyses multi-criteria decision scenarios.

Language: Английский

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A multi-dimensional sensitivity analysis approach for evaluating the robustness of renewable energy sources in European countries

Journal of Cleaner Production, Journal Year: 2024, Volume and Issue: 469, P. 143225 - 143225

Published: July 24, 2024

The necessity of making reliable decisions is exceptionally important in the field sustainable development, particularly when evaluating management renewable energy sources. A thorough analysis becomes imperative complex decision problems where various factors influence outcomes. Multi-Criteria Decision Analysis (MCDA) methods have emerged as valuable tools for addressing such challenges, enabling decision-makers to navigate through conflicting criteria and make informed choices. Combined with sensitivity approaches, comprehensive assessments can be achieved, ensuring robustness decision-making processes. To increase reliability results, different aspects input data fluctuations should examined provide a broader view stability results. This paper proposes multi-dimensional approach assess source (RES) development selected European countries. By RES terms electricity consumption generation, study addresses key components development. It offers holistic perspective on result by analyzing five dimensions: comparative four MCDA methods, varying weights scenarios, probabilistic modifications, relevance identification, ranking stability. enhances providing insights policymakers prioritizing technologies. provided open-source implementation promotes transparency accessibility support systems.

Language: Английский

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BWM Integrated VIKOR method using Neutrosophic fuzzy sets for cybersecurity risk assessment of connected and autonomous vehicles

Applied Soft Computing, Journal Year: 2024, Volume and Issue: 159, P. 111628 - 111628

Published: April 21, 2024

Language: Английский

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Mapping the Evolution of Multi-Attributive Border Approximation Area Comparison Method: A Bibliometric Analysis

Decision Making Applications in Management and Engineering, Journal Year: 2023, Volume and Issue: 7(1), P. 290 - 314

Published: Dec. 8, 2023

This paper presents a comprehensive bibliometric analysis of Multi-Attributive Border Approximation Area Comparison (MABAC) method using the Biblioshiny application bibliometrix package, R program and VOSviewer tools to provide holistic view research landscape by identifying its evolution, major contributors most influential areas. The study, analyzing 264 articles from Scopus database (January 2015 September 2023), reveals China as leading contributor, with India spearheading international collaboration. impactful publication, "The selection transport handling resources in logistics centres MABAC," Pamučar Ćirović [2], boasts 537 citations. Notably, "University Defence Belgrade" is prominent institution this domain. "Pamučar D" emerges cited author. Key terms include "MABAC," "MABAC method," "MCDM," commonly associated MABAC method. top three journals are "Expert Systems Applications," "Decision Making: Applications Management And Engineering," "Symmetry." study provides valuable insights for researchers, practitioners, decision-makers interested MABAC's applications future developments MCDM, contributing ongoing discussions about relevance.

Language: Английский

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Economic Strategy for Developing the Oil Industry in Mexico by Incorporating Environmental Factors

Sustainability, Journal Year: 2023, Volume and Issue: 16(1), P. 36 - 36

Published: Dec. 19, 2023

This article presents a methodological approach that can more effectively solve environmental problems related to the activities of oil companies. Traditionally, factors have been seen as merely an additional cost obstructs economic development. The contribution authors’ lies in fact it substantiates need and possibility increase potential for functioning development country, case Mexico, while considering on scientific basis. study proposes methodology and, therefore, selection strategy Mexico’s industry, ensuring its efficiency sustainability territorial presented this develops concept sub-potentials, which include sub-potentials reproduction, protection, management development, reserve. Sub-potentials, particularly protection sub-potential, integrate components. Neglecting leads threat deterrence. Environmental are analyzed part unified when presenting formation comprehensive system indicators using guidelines three-dimensional assessment criteria country’s gas sector. consequence is integration component sector into socio-economic strategy. achieve goals. Consequently, incorporating aspect based proposed permits effective utilization society’s limited resources. application systematic approach, encompassing all levels sustainable strategic development—the company, country—also yields synergies.

Language: Английский

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A Multi-Objective Mathematical Programming Model for Project-Scheduling Optimization Considering Customer Satisfaction in Construction Projects

Mathematics, Journal Year: 2024, Volume and Issue: 12(2), P. 211 - 211

Published: Jan. 8, 2024

The aim of this study was to develop a multi-objective mathematical programming model for the trade-off time, cost, and quality in project-scheduling problem (PSP) by taking priorities resource constraints as well activity preemption into account. First, small-sized instance that sub-project an oil gas construction project used te validation proposed algorithm. Subsequently, considering sensitivity, complexity, importance projects, implemented large-sized project. Considering NP-hardness problem, NSGA-II metaheuristic algorithm deal with problem. Finally, sensitivity analysis on three main parameters investigate effects changes results. findings show is more sensitive cost changes, so increase costs leads drastic change values other objective functions.

Language: Английский

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Comparison of multi-criteria decision-making methods for selection of optimum passive design strategy

Energy and Buildings, Journal Year: 2024, Volume and Issue: 314, P. 114285 - 114285

Published: May 15, 2024

Language: Английский

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Assessment of ecotourism potentiality based on GIS-based fuzzy logarithm methodology of additive weights (F-LMAW) method for sustainable natural resource management

Environment Development and Sustainability, Journal Year: 2024, Volume and Issue: 26(10), P. 27001 - 27055

Published: Aug. 12, 2024

Language: Английский

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Techno-economic integrated multi-criteria analysis of wind to hydrogen systems: A comprehensive parametric study

International Journal of Hydrogen Energy, Journal Year: 2024, Volume and Issue: 88, P. 477 - 487

Published: Sept. 21, 2024

Language: Английский

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Soft cluster-rectangle method for eliciting criteria weights in multi-criteria decision-making

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: Jan. 2, 2025

Language: Английский

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