Výsledky vyhľadávania - multi-objective combinatorial optimization problems AND evolution methods

Multi-Objective Neural Evolutionary Algorithm for Combinatorial Optimization Problems Autor Shao, Yinan, Lin, Jerry Chun-Wei, Srivastava, Gautam, Guo, Dongdong, Zhang, Hongchun, Yi, Hu, Jolfaei, Alireza

“…) for combinatorial optimization problems. The proposed MONEADD is an end-to-end algorithm that utilizes genetic operations and rewards signals to evolve neural networks for different combinatorial optimization problems without further engineering…”
Získať plný text

Bi-goal evolution for many-objective optimization problems Autor Li, Miqing, Yang, Shengxiang, Liu, Xiaohui

“…), to deal with multi-objective optimization problems with many objectives. In multi-objective optimization, it is generally observed that 1…”
Získať plný text

Dynamic constrained multi-objective optimization based on adaptive combinatorial response mechanism Autor Aliniya, Zahra, Khasteh, Seyed Hossein

“…In dynamic multi-objective optimization problems (DMOPs), objective functions, problem parameters, and constraints may change over time…”
Získať plný text

A hybrid multi-objective evolutionary algorithm with high solving efficiency for UAV defense programming Autor Bai, Zhenzu, Zhou, Haiyin, Shi, Jianmai, Xing, Lining, Wang, Jiongqi

“… This paper introduces a modified differential evolution based on a new mapping method called Pareto-Optimal-Matching that solves multi-objective binary optimization problems and constructs a 3…”
Získať plný text

A Bi-Population Co-Evolutionary Multi-Objective Optimization Algorithm for Production Scheduling Problems in a Metal Heat Treatment Process with Time Window Constraints Autor Gu, Jiahui, Liu, Boheng, Zhao, Ziyan

“… Most multi-objective optimization algorithms rely on the evolution of a single population, which makes them prone to premature convergence, leading to local optimal solutions and insufficient…”
Získať plný text

Modeling and Solving the Knapsack Problem with a Multi-Objective Equilibrium Optimizer Algorithm Based on Weighted Congestion Distance Autor Wang, Ziqian, Huang, Xin, Zhang, Yan, Lv, Danju, Li, Wei, Zhu, Zhicheng, Dong, Jian’e

“…The knapsack problem is a typical bi-objective combinatorial optimization issue, wherein maximizing the value of the packed items is achieved concurrently with minimizing the weight of the load…”
Získať plný text

An elitist cooperative evolutionary bi-level multi-objective decomposition-based algorithm for sustainable supply chain Autor Abbassi, Malek, Chaabani, Abir, Absi, Nabil, Ben Said, Lamjed

“… For this reason, the Multi-objective variant (MBLOP) remains relatively less explored and the number of methods tackling the combinatorial case is much reduced…”
Získať plný text

Multi-Objective Optimization for Bandwidth-Limited Federated Learning in Wireless Edge Systems Autor Zhou, Yu, Liu, Xuemei, Lei, Lei

“… To this end, we formulate a multi-objective optimization problem (MOP). In MOP, the model training convergence is difficult to calculate accurately…”
Získať plný text

An evolution strategies-based reinforcement learning algorithm for multi-objective dynamic parallel machine scheduling problems Autor Chen, Yarong, Zhang, Junjie, Mumtaz, Jabir, Huang, Shenquan, Zhou, Shengwei

“…•Action with selecting a job directly to be sequenced is used to avoid sparse reward.•Parallel machine scheduling problem with multi-objective MILP model…”
Získať plný text

Elephant Herding Optimization: Variants, Hybrids, and Applications Autor Li, Juan, Lei, Hong, Alavi, Amir H., Wang, Gai-Ge

“… Various aspects of the EHO variants for continuous optimization, combinatorial optimization, constrained optimization, and multi-objective optimization are reviewed…”
Získať plný text

An overview of population-based algorithms for multi-objective optimisation Autor Giagkiozis, Ioannis, Purshouse, Robin C., Fleming, Peter J.

“… Although not exact in the mathematical sense, it has long been recognised that population-based multi-objective optimisation techniques for real-world applications are immensely valuable and versatile…”
Získať plný text

Exploring the runtime of an evolutionary algorithm for the multi-objective shortest path problem Autor Horoba, Christian

“…We present a natural vector-valued fitness function f for the multi-objective shortest path problem, which is a fundamental multi-objective combinatorial optimization problem known to be NP-hard…”
Zistit podrobnosti o prístupe

A Strengthened Dominance Relation NSGA-III Algorithm Based on Differential Evolution to Solve Job Shop Scheduling Problem Autor Zeng, Liang, Shi, Junyang, Li, Yanyan, Wang, Shanshan, Li, Weigang

“…The job shop scheduling problem is a classical combinatorial optimization challenge frequently encountered in manufacturing systems…”
Získať plný text

Multi-objective multi-mode resource-constrained project scheduling with fuzzy activity durations in prefabricated building construction Autor Yuan, Yisong, Ye, Sudong, Lin, Lin, Gen, Mitsuo

“…•We formulate a multiobjective MRCPSP with fuzzy activities in PB construction.•We construct the interval value of the execution time to express it by fuzzy…”
Získať plný text

Evolutionary Algorithm based on simulated annealing for the multi-objective optimization of combinatorial problems Autor Nino Ruiz, Elias David, Parra, Henry Nieto, Chinchilla Camargo, Anangelica Isabel

“…This paper states a novel hybrid-metaheuristic based on the Theory of Deterministic Swapping, Theory of Evolution and Simulated Annealing Metaheuristic for the multi-objective optimization of combinatorial problems…”
Získať plný text

A synergy of binary differential evolution and binary local search optimizer to solve multi-objective profit based unit commitment problem Autor Dhaliwal, Jatinder Singh, Dhillon, J.S.

“…Environmentally constrained profit based unit commitment problem (PBUCP) is a combinatorial multi-objective optimization problem experienced in deregulated…”
Získať plný text

A Hybrid Multi-Objective Crisscross Optimization for Dynamic Economic/Emission Dispatch Considering Plug-In Electric Vehicles Penetration Autor Mei, Panpan, Wu, Lianghong, Zhang, Hongqiang, Liu, Zhenzu

“…) on DEED problem are discussed. The problem to be solved…”
Získať plný text

Non-dominated Sorting Tournament Genetic Algorithm for Multi-Objective Travelling Salesman Problem Autor Myszkowski, Pawel B., Laszczyk, Maciej, Dziadek, Kamil

“… In this paper, it is shown, that proposed approach solves multi-objective TSP (mTSP) more effectively than other investigated methods, i.e…”
Získať plný text

Evolutionary hyper-heuristics for tackling bi-objective 2D bin packing problems Autor Gomez, Juan Carlos, Terashima-Marín, Hugo

“…In this article, a multi-objective evolutionary framework to build selection hyper-heuristics for solving instances of the 2D bin packing problem is presented…”
Získať plný text

Configuration space evolutionary algorithm for multi-objective unequal-area facility layout problems with flexible bays Autor Liu, Jingfa, Liu, Siyu, Liu, Zhaoxia, Li, Bi

“…Facility layout problem (FLP) which deals with the layout of facilities within a given plant floor is an NP-hard combinatorial optimization problem…”
Získať plný text