0% Complete
صفحه اصلی
/
سی و سومین کنفرانس بین المللی مهندسی برق
A fair-optimal solution for multi-objective optimization based on Shapley value
نویسندگان :
Mohammadreza Mohammadhasani
1
Habib Rajabi Mashhadi
2
1- دانشگاه فردوسی مشهد
2- دانشگاه فردوسی مشهد
کلمات کلیدی :
multi-objective optimization،Shapley value،decision-making،post-Pareto،Pareto front،Tchebycheff function
چکیده :
Multi-objective optimization (MOO) is a fundamental approach in decision-making that addresses the complexities of balancing multiple conflicting objectives. While MOO aims to identify solutions that balance trade-offs among competing objectives, decision-makers often require a singular optimal solution for effective implementation. This paper highlights the limitations of existing methodologies, particularly their reliance on high-level information and the weighted sum approach, which is inadequate for non-convex problems. To overcome these challenges, a novel framework based on the Shapley value and Tchebycheff function is proposed to ensure fairness in assigning weights to objective functions without relying on external inputs. This approach utilizes Tchebycheff functions to identify points on the Pareto front that correspond to these weights, thereby enhancing decision-making in MOO by providing an equitable post-Pareto mechanism for selecting fair-optimal solutions. The paper concludes with a discussion of results and their implications for future research in MOO.
لیست مقالات
لیست مقالات بایگانی شده
The Comparison of MXene and Graphene-Based Antennas for 5G/6G Communications
Javad Shokri Seyyedi - Gholamreza Moradi - Reza Sarraf Shirazi - Sepehr Sahab - Abolfazl Ebrahimpour
Small Target Detection Using an Enhanced Optimization Based Filter and Trajectory Tracking Via Pattern Matching Algorithm
Seyedeh Mahsa Zakipour Bahambari - Saeed Khankalantary
Evaluating the Impact of Operation Scheduling Methods on Microgrid Reliability Using Monte Carlo Simulation
Mahsa Omri - Mohammad Jooshaki - Ali Abbaspour - Mahmud Fotuhi-Firuzabad
حفاظت تطبیقی ریزشبکهی DC با به کارگیری تبدیل فوریهی سریع و ماشین بردار پشتیبان
امیر داداشی - سید حسین (حسامالدین) صادقی
Optimal Scheduling of Active Distribution Networks with High Penetration of Plug-in Electric vehicles and Renewables Using Grasshopper Optimization Algorithm
Seyyed Hadi Mousavi - Varahram Janatifar - Arya Abdolahi - Mitra Sarhangzadeh
Dynamic Wide Area Situational Awareness: Practical Experience
Maghsoud Mokhtari - Mostafa Rajabi Mashhadi - Mehdi Moghimzadeh - Maziyar Jamshidi - Mehdi Baligh
مکان یابی اهداف در محیط مختلط دید مستقیم و غیر مستقیم مبتنی بر اندازه گیری های RSS و TOA با مدل احتمالاتی
محمدرضا شمسیان - فریدون بهنیا
Nonlinear Observer Design via Emulation Method for Sampled-data Teleoperation Systems
Ali Firouzi Abriz - Amir Aminzadeh Ghavifekr - Ashkan Safari
Realization of a high-resolution plasmonic refractive index sensor based on double-nanodisk shaped resonators
Leila Hajshahvaladi - Hassan Kaatuzian - Mohammad Danaie - Ghazaleh Nourbakhsh
Modeling Data Communications of Wireless Sensor Networks Based on MFM Model and Analyzing Its Stability Using Wave Advanced Model (WAM)
Saeedreza Tofighi - Masoud Shafiee
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 40.4.2