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A surrogate-based optimization algorithm for network design problems Article

Meng LI, Xi LIN, Xi-qun CHEN

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 11,   Pages 1693-1704 doi: 10.1631/FITEE.1601403

Abstract: Network design problems (NDPs) have long been regarded as one of the most challenging problems in theFurthermore, a mixture of continuous/discrete decision variables makes the mixed network design problem

Keywords: Network design problem     Surrogate-based optimization     Transportation planning     Heuristics    

A hybrid method for product low-end disruptive innovation

Frontiers of Mechanical Engineering 2022, Volume 17, Issue 3, doi: 10.1007/s11465-022-0690-6

Abstract: Thus, they cannot easily identify and respond to the LDI design needs.This study proposes a hybrid method for the product LDI in two levels of the product design based onThen, the product function is optimized using the trimming concept of theory of inventive problem solvingThe feasibility of the proposed method is verified in the design of a new dropping pill machine.

Keywords: low-end disruptive innovation     product design     design improvement     theory of inventive problem solving    

A case study on sample average approximation method for stochastic supply chain network design problem

Yuan WANG, Ruyan SHOU, Loo Hay LEE, Ek Peng CHEW

Frontiers of Engineering Management 2017, Volume 4, Issue 3,   Pages 338-347 doi: 10.15302/J-FEM-2017032

Abstract: This study aims to solve a typical long-term strategic decision problem on supply chain network designA computational study of supply chain network with front-ends in Europe and back-ends in Asia is presented

Keywords: supply chain network     stochastic demand     sampling average approximation     Bayesian bootstrap     Latin hypercube    

Optimal design of double-layer barrel vaults using genetic and pattern search algorithms and optimizedneural network as surrogate model

Frontiers of Structural and Civil Engineering 2023, Volume 17, Issue 3,   Pages 378-395 doi: 10.1007/s11709-022-0899-9

Abstract: The main idea is to utilize an optimized artificial neural network (OANN) as a surrogate model to reduceSubsequently, the main optimization problem is solved using the OANN and a population-based algorithmFinally, the abovementioned problem is solved using the optimal point obtained from the previous stepPS algorithms perform well in solving structural optimization problems and achieve the same optimal design

Keywords: optimization     surrogate models     artificial neural network     SAP2000     genetic algorithm    

Optimal design of steel skeletal structures using the enhanced genetic algorithm methodology

Tugrul TALASLIOGLU

Frontiers of Structural and Civil Engineering 2019, Volume 13, Issue 4,   Pages 863-889 doi: 10.1007/s11709-019-0523-9

Abstract: This study concerns with the design optimization of steel skeletal structures thereby utilizing bothimproved in a way of dividing an entire population into sub-populations and using of a radial basis neural networkIn order to improve the exploitation capability of EGAwMP, the proposed neural network implementationis also utilized for prediction of more accurate design variables associating with a new design strategy, design codes of which are based on the provisions of LRFD_AISC V3 specification.

Keywords: design optimization     genetic algorithm     multiple populations     neural network    

Innovative piled raft foundations design using artificial neural network

Meisam RABIEI, Asskar Janalizadeh CHOOBBASTI

Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 1,   Pages 138-146 doi: 10.1007/s11709-019-0585-8

Abstract: goal with minimum time consumption, in which data from physical and numerical modeling can be used for networkIn this paper, a model is presented based on multi-layer perceptron artificial neural network.Results of neural network indicate its proper ability in identifying the piled raft behavior.The presented procedure provides an interesting solution and economically enhancing the design of theThis innovative design method reduces the time spent on software analyses.

Keywords: innovative design     piled raft foundation     neural network     optimization    

Two-stage stochastic programming with robust constraints for the logistics network post-disruption response

Frontiers of Engineering Management   Pages 67-81 doi: 10.1007/s42524-022-0240-2

Abstract: To address the LN post-disruption response strategy optimization problem, this study proposes a novel

Keywords: logistics network design     post-disruption response strategy     two-stage stochastic programming     conditional    

Optimal design analysis of a tubular heat exchanger network with extended surfaces using multi-objective

Hassan HAJABDOLLAHI, Mohammad SHAFIEY DEHAJ, Babak MASOUMPOUR, Mohammad ATAEIZADEH

Frontiers in Energy 2022, Volume 16, Issue 5,   Pages 862-875 doi: 10.1007/s11708-022-0839-3

Abstract: influence of extended surfaces (fins) on the multi-objective optimization of a tubular heat exchanger networkTubular heat exchanger network design parameters were chosen as optimization variables, and optimizationFinally, optimized design variables were studied for different cases, and the effects of various fins

Keywords: constructal theory     extended surface     effectiveness     total heat transfer area     multi-objective optimization    

Discussion on Problem-Based Engineering Management System

Qiao Xiang

Frontiers of Engineering Management 2015, Volume 2, Issue 3,   Pages 249-260 doi: 10.15302/J-FEM-2015054

Abstract: The paper puts forward the idea of problem-based engineering management, expounds its connotation and

Keywords: problem     engineering management     system    

Airline planning and scheduling: Models and solution methodologies

Lei ZHOU, Zhe LIANG, Chun-An CHOU, Wanpracha Art CHAOVALITWONGSE

Frontiers of Engineering Management 2020, Volume 7, Issue 1,   Pages 1-26 doi: 10.1007/s42524-020-0093-5

Abstract: General formulation, widely used solution approaches, and important extensions are presented for each problem

Keywords: airline planning     fleet assignment problem     aircraft routing problem     crew pairing problem     crew rosteringproblem     crew scheduling problem     integrated planning    

The General Conceptual Design Simulation of the Satellite Mobile Network

Jin Shiyao

Strategic Study of CAE 2004, Volume 6, Issue 1,   Pages 30-36

Abstract:

The satellite mobile network is a sky-based communication network whose basic physical architectureIt is necessary to use the general concept design simulation to validate general requirement, generalThis paper introduces the general concept of the satellite mobile network, and designs a platform thataims at the simulation of the sky-network, and gains the data of the general concept design simulationof the satellite mobile network with some examples.

Keywords: satellite mobile network     general     simulation    

Design, analysis, and neural control of a bionic parallel mechanism

Frontiers of Mechanical Engineering 2021, Volume 16, Issue 3,   Pages 468-486 doi: 10.1007/s11465-021-0640-8

Abstract: an important role in the movement coordination and versatile locomotion of mammals, the structural designThe neural control of the parallel mechanism is realized by constructing a neuromechanical network, which

Keywords: neural control     behavior network     rhythm     motion pattern    

A solution to stochastic unit commitment problem for a wind-thermal system coordination

B. SARAVANAN,Shreya MISHRA,Debrupa NAG

Frontiers in Energy 2014, Volume 8, Issue 2,   Pages 192-200 doi: 10.1007/s11708-014-0306-x

Abstract: Unit commitment (UC) problem is one of the most important decision making problems in power system.In this paper the UC problem is solved by considering it as a real time problem by adding stochasticityaddressed is the achievement of an economic unit commitment solution after solving UC as a real time problemThis paper proposes a hybrid approach to solve the stochastic unit commitment problem considering thevolatile nature of wind and formulating the UC problem as a chance constrained problem in which the

Keywords: unit commitment (UC)     randomness     wind generation     univariate     chance constrained    

Solving unit commitment problem using a novel version of harmony search algorithm

Roozbeh MORSALI,Tohid JAFARI,Amirhossein GHODS,Mohammad KARIMI

Frontiers in Energy 2014, Volume 8, Issue 3,   Pages 297-304 doi: 10.1007/s11708-014-0309-7

Abstract: novel structure was proposed for improving harmony search (HS) algorithm to solve the unit comment (UC) problem

Keywords: generation scheduling     harmony search (HS) algorithm     intelligent technique     unit commitment    

Transient analysis of thermoelastic contact problem of disk brakes

Ali BELHOCINE, Mostefa BOUCHETARA

Frontiers of Mechanical Engineering 2013, Volume 8, Issue 2,   Pages 150-159 doi: 10.1007/s11465-013-0266-6

Abstract: modeling of transient temperature in the disk is actually used to identify the factor of geometric design

Keywords: brake disks     heat flux     heat-transfer coefficient     Von Mises stress     contact pressure    

Title Author Date Type Operation

A surrogate-based optimization algorithm for network design problems

Meng LI, Xi LIN, Xi-qun CHEN

Journal Article

A hybrid method for product low-end disruptive innovation

Journal Article

A case study on sample average approximation method for stochastic supply chain network design problem

Yuan WANG, Ruyan SHOU, Loo Hay LEE, Ek Peng CHEW

Journal Article

Optimal design of double-layer barrel vaults using genetic and pattern search algorithms and optimizedneural network as surrogate model

Journal Article

Optimal design of steel skeletal structures using the enhanced genetic algorithm methodology

Tugrul TALASLIOGLU

Journal Article

Innovative piled raft foundations design using artificial neural network

Meisam RABIEI, Asskar Janalizadeh CHOOBBASTI

Journal Article

Two-stage stochastic programming with robust constraints for the logistics network post-disruption response

Journal Article

Optimal design analysis of a tubular heat exchanger network with extended surfaces using multi-objective

Hassan HAJABDOLLAHI, Mohammad SHAFIEY DEHAJ, Babak MASOUMPOUR, Mohammad ATAEIZADEH

Journal Article

Discussion on Problem-Based Engineering Management System

Qiao Xiang

Journal Article

Airline planning and scheduling: Models and solution methodologies

Lei ZHOU, Zhe LIANG, Chun-An CHOU, Wanpracha Art CHAOVALITWONGSE

Journal Article

The General Conceptual Design Simulation of the Satellite Mobile Network

Jin Shiyao

Journal Article

Design, analysis, and neural control of a bionic parallel mechanism

Journal Article

A solution to stochastic unit commitment problem for a wind-thermal system coordination

B. SARAVANAN,Shreya MISHRA,Debrupa NAG

Journal Article

Solving unit commitment problem using a novel version of harmony search algorithm

Roozbeh MORSALI,Tohid JAFARI,Amirhossein GHODS,Mohammad KARIMI

Journal Article

Transient analysis of thermoelastic contact problem of disk brakes

Ali BELHOCINE, Mostefa BOUCHETARA

Journal Article