Application of the entropy technique and genetic algorithms to construction site layout planning of medium-size projects

Genetic algorithms (GAs) have been introduced into site layout planning as reported in a number of studies. In these studies, the objective functions were defined so as to employ the GAs in searching for the optimal site layout. However, few studies have been carried out to investigate the actual closeness of relationships between site facilities; it is these relationships that ultimately govern the site layout. This study has determined that the underlying factors of site layout planning for medium-size projects include work flow, personnel flow, safety and environment, and personal preferences. By finding the weightings on these factors and the corresponding closeness indices between each facility, a closeness relationship has been deduced. Two contemporary mathematical approaches - fuzzy logic theory and an entropy measure - were adopted in finding these results in order to minimize the uncertainty and vagueness of the collected data and improve the quality of the information. GAs were then applied to searching for the optimal site layout in a medium-size government project using the GeneHunter software. The objective function involved minimizing the total travel distance. An optimal layout was obtained within a short time. This reveals that the application of GA to site layout planning is highly promising and efficient.

Análise e melhoria de layout de processo na indústria de beneficiamento de couro

A aplicação de técnicas de estudo de sistemas em ambientes industriais com grande concorrência, é cada vez mais significativa devido às modificações e flexibilidade de produção exigidas. A aplicação de técnicas de análise e ajustes de layouts são algumas destas técnicas que podem trazer resultados competitivos positivos. O presente trabalho descreve os tipos de layouts existentes, com suas aplicações, vantagens e desvantagens com a finalidade de analisar e propor melhorias em layouts de processo na indústria coureira. O trabalho enfoca ainda os principais pontos a serem considerados quando da criação de um novo layout ou do ajuste e/ou melhoria de um existente. Para tal, foi realizado um estudo de caso utilizando a técnica de Melhoria de Layout de Silveira (1998), com a aplicação do Planejamento Sistemático de Layout em um layout de processo do setor da Secagem, característico em uma indústria beneficiadora de couro. Os resultados obtidos traduzem o re-arranjo de seus postos de trabalho com redução do fluxo de material de acordo com a aproximação de postos com relações de afinidade. Essa alteração possibilitou uma melhor organização espacial dos postos de trabalho e um melhor controle da produção, através da separação natural dos lotes. A metodologia adotada pode ser utilizada como ferramenta de melhoria nos demais setores, tanto da própria empresa, como do mercado coureiro em geral.

Otimização do layout de produção de um processo de pintura de ônibus

A aplicação de técnicas para o desenvolvimento de soluções para problemas existentes dentro dos setores produtivos tornam-se cada vez mais necessária, devido às constantes modificações tecnológicas, econômicas e sociais experimentadas pelas empresas. Dentre essas técnicas destaca-se o SLP (Systematic Layout Planning - Planejamento Sistemático de Layout), que traz resultados positivos na reestuturação de layouts fabris. No presente trabalho, apresentam-se diferentes opções de layouts, suas aplicações, vantagens e desvantagens, bem como sua utilização no contexto do SLP. Para tanto, realizou-se um estudo de caso utilizando o SLP Planejamento Sistemático de Layout em setor de pintura do ramo metal-mecânico. Os resultados obtidos revelam-se através do re-arranjo de postos de trabalho com redução no fluxo de linha de acordo com a aproximação de postos por afinidades e um melhor controle de produção, através de um melhor seqüênciamento da linha. Essa alteração também possibilitou uma melhor organização espacial dos pontos de trabalho e um incremento da capacidade produtiva dentro da empresa. A metologia adotada pode ser utilizada como ferramenta de melhoria nos demais setores, tanto da própria empresa, como de outras que se assemelham ao processo produtivo descrito neste estudo de caso.

Sistemática para orientação do planejamento de layout com apoio de análise de decisão multicritério

A correta utilização do espaço físico de uma fábrica é fator importante para o seu bom funcionamento, já que estabelece a sua organização fundamental, bem como os padrões de fluxo de materiais e informações, com efeitos que se farão presentes no longo prazo. A fim de sistematizar um adequado planejamento de layout, métodos para planejamento do macro-espaço, como o SLP (Systematic Layout Planning – Planejamento Sistemático de Layout), podem auxiliar no desenvolvimento de alternativas de layout. Contudo, devido à geração de soluções sub-ótimas com benefícios e desvantagens diferentes, o processo decisório da melhor alternativa de layout torna-se crítico para garantir a eficiência e flexibilidade de empresas frente aos diferentes cenários de mercado. O objetivo principal desta dissertação é a utilização de ferramentas de apoio à decisão multicritério em sistemáticas de planejamento de layout. A metodologia de análise multicritério proposta foi colocada em prática na seleção de alternativas de layout em uma empresa do ramo automotivo, que necessita ampliar seu parque fabril de modo a possibilitar a incorporação de novos equipamentos e otimização do fluxo de materiais. Nove alternativas de macro-layout diferentes foram geradas sendo avaliada a melhor alternativa geral em relação a sete critérios de avaliação.

Office of Environment statement of programs.

Report covers fiscal year.

Transit capital planning in the San Francisco Bay Area /

"DOT-I-83-14"--P. [4] of cover.

Summary of local planning documents in Illinois.

Cover title.

Quantitative tools for criminal justice planning /

Includes index and bibliographical references.

Annual evaluation report on programs administered by the U.S. Office of Education.

Report year ends June 30.

A hierarchical evolutionary algorithmic design (HEAD) system for generating and evolving building design models

This thesis develops a detailed conceptual design method and a system software architecture defined with a parametric and generative evolutionary design system to support an integrated interdisciplinary building design approach. The research recognises the need to shift design efforts toward the earliest phases of the design process to support crucial design decisions that have a substantial cost implication on the overall project budget. The overall motivation of the research is to improve the quality of designs produced at the author's employer, the General Directorate of Major Works (GDMW) of the Saudi Arabian Armed Forces. GDMW produces many buildings that have standard requirements, across a wide range of environmental and social circumstances. A rapid means of customising designs for local circumstances would have significant benefits. The research considers the use of evolutionary genetic algorithms in the design process and the ability to generate and assess a wider range of potential design solutions than a human could manage. This wider ranging assessment, during the early stages of the design process, means that the generated solutions will be more appropriate for the defined design problem. The research work proposes a design method and system that promotes a collaborative relationship between human creativity and the computer capability. The tectonic design approach is adopted as a process oriented design that values the process of design as much as the product. The aim is to connect the evolutionary systems to performance assessment applications, which are used as prioritised fitness functions. This will produce design solutions that respond to their environmental and function requirements. This integrated, interdisciplinary approach to design will produce solutions through a design process that considers and balances the requirements of all aspects of the design. Since this thesis covers a wide area of research material, 'methodological pluralism' approach was used, incorporating both prescriptive and descriptive research methods. Multiple models of research were combined and the overall research was undertaken following three main stages, conceptualisation, developmental and evaluation. The first two stages lay the foundations for the specification of the proposed system where key aspects of the system that have not previously been proven in the literature, were implemented to test the feasibility of the system. As a result of combining the existing knowledge in the area with the newlyverified key aspects of the proposed system, this research can form the base for a future software development project. The evaluation stage, which includes building the prototype system to test and evaluate the system performance based on the criteria defined in the earlier stage, is not within the scope this thesis. The research results in a conceptual design method and a proposed system software architecture. The proposed system is called the 'Hierarchical Evolutionary Algorithmic Design (HEAD) System'. The HEAD system has shown to be feasible through the initial illustrative paper-based simulation. The HEAD system consists of the two main components - 'Design Schema' and the 'Synthesis Algorithms'. The HEAD system reflects the major research contribution in the way it is conceptualised, while secondary contributions are achieved within the system components. The design schema provides constraints on the generation of designs, thus enabling the designer to create a wide range of potential designs that can then be analysed for desirable characteristics. The design schema supports the digital representation of the human creativity of designers into a dynamic design framework that can be encoded and then executed through the use of evolutionary genetic algorithms. The design schema incorporates 2D and 3D geometry and graph theory for space layout planning and building formation using the Lowest Common Design Denominator (LCDD) of a parameterised 2D module and a 3D structural module. This provides a bridge between the standard adjacency requirements and the evolutionary system. The use of graphs as an input to the evolutionary algorithm supports the introduction of constraints in a way that is not supported by standard evolutionary techniques. The process of design synthesis is guided as a higher level description of the building that supports geometrical constraints. The Synthesis Algorithms component analyses designs at four levels, 'Room', 'Layout', 'Building' and 'Optimisation'. At each level multiple fitness functions are embedded into the genetic algorithm to target the specific requirements of the relevant decomposed part of the design problem. Decomposing the design problem to allow for the design requirements of each level to be dealt with separately and then reassembling them in a bottom up approach reduces the generation of non-viable solutions through constraining the options available at the next higher level. The iterative approach, in exploring the range of design solutions through modification of the design schema as the understanding of the design problem improves, assists in identifying conflicts in the design requirements. Additionally, the hierarchical set-up allows the embedding of multiple fitness functions into the genetic algorithm, each relevant to a specific level. This supports an integrated multi-level, multi-disciplinary approach. The HEAD system promotes a collaborative relationship between human creativity and the computer capability. The design schema component, as the input to the procedural algorithms, enables the encoding of certain aspects of the designer's subjective creativity. By focusing on finding solutions for the relevant sub-problems at the appropriate levels of detail, the hierarchical nature of the system assist in the design decision-making process.

From the editor

In this issue of the Journal, the articles presented to the readers cover the breadth and depth of project management research and practice by addressing the relationship between project strategy and managing projects (Patanakul and Shenhar, “What Project Strategy Really Is: The Fundamental Building Block in Strategic Project Management”), on the need to align corporate strategy with program management (Ritson, Johansen, and Osborne, “Successful Programs Wanted: Exploring the Impact of Alignment”), identifying metrics to measure program success across project contexts (Shao, Müller, and Turner, “Measuring Program Success”), managing individual projects by identifying major risks in customer relationship management (CRM) implementation projects (Papadopoulos, Ojiako, Chipulu, and Lee, “The Criticality of Risk Factors in Customer Relationship Management Projects”), application of earned value management (EVM) to aerospace projects (Kwak and Anbari, “History, Practices, and Future of Earned Value Management in Government: Perspectives From NASA”), and capturing tacit knowledge of construction project professionals to determine the optimal construction site layout (Abdul-Rahman, Wang, and Siong, “Knowledge Acquisition Using Psychotherapy Technique for Critical Factors Influencing Construction Project Layout Planning”)...

Comprehensive Property Retrieval and Measurement of Concrete Spalling Using Machine Vision for Post-Earthquake Safety Assessments

Active vibration control (AVC) is a relatively new technology for the mitigation of annoying human-induced vibrations in floors. However, recent technological developments have demonstrated its great potential application in this field. Despite this, when a floor is found to have problematic floor vibrations after construction the unfamiliar technology of AVC is usually avoided in favour of more common techniques, such as Tuned Mass Dampers (TMDs) which have a proven track record of successful application, particularly for footbridges and staircases. This study aims to investigate the advantages and disadvantages that AVC has, when compared with TMDs, for the application of mitigation of pedestrian-induced floor vibrations in offices. Simulations are performed using the results from a finite element model of a typical office layout that has a high vibration response level. The vibration problems on this floor are then alleviated through the use of both AVC and TMDs and the results of each mitigation configuration compared. The results of this study will enable a more informed decision to be made by building owners and structural engineers regarding suitable technologies for reducing floor vibrations.

Laajennetun lähettämön sisäisten materiaalivirtojen hallinta leipomoteollisuudessa

Työn tavoitteena on esitellä suunnitelma VAASAN Oy:n Vantaan leipomon laajennetun lähettämön materiaalivirtojen hallinasta. Suunnitelma pohjautuu laskelmiin, jotka sisältävät arviot lähettämön kasvavista materiaalivirroista sekä niiden vaikutuksista lähettämön toimintaan. Laskelmien pohjalta määritetään erikokoisten varastointialueiden sijoittelu, varastointikapasiteetit sekä kunkin alueen kuormittuneisuudet. Teoriaosuus käsittelee työn taustaksi keskeisimpiä teorioita materiaalivirtojen hallinnasta, layoutsuunnittelusta sekä lähettämön toiminnoista. Kunkin osa-alueen avulla voidaan vaikuttaa yrityksen materiaalivirtojen hallintaan. Teoriaosuutta koskevaa tietoa on hankittu logistiikan alan kirjallisuudesta, erilaisista tieteellisistä julkaisuista sekä verkkomateriaaleista. Empiirisessä osuudessa esitellään aluksi Vantaan leipomon lähettämön nykyinen toimintaperiaate. Tämän jälkeen arvioidaan laajennetun lähettämön kasvavia materiaalivirtoja. Työn tuloksena esitellään laskelmia apuna käyttäen suunnitelma laajennetun lähettämön materiaalivirtojen hallinnasta.

Evolution of architectural floor plans

Layout planning is a process of sizing and placing rooms (e.g. in a house) while a t t empt ing to optimize various criteria. Often the r e are conflicting c r i t e r i a such as construction cost, minimizing the distance between r e l a t ed activities, and meeting the area requirements for these activities. The process of layout planning ha s mostly been done by hand, wi th a handful of a t t empt s to automa t e the process. Thi s thesis explores some of these pa s t a t t empt s and describes several new techniques for automa t ing the layout planning process using evolutionary computation. These techniques a r e inspired by the existing methods, while adding some of the i r own innovations. Additional experimenLs are done to t e s t the possibility of allowing polygonal exteriors wi th rectilinear interior walls. Several multi-objective approaches are used to evaluate and compare fitness. The evolutionary r epr e s ent a t ion and requirements specification used provide great flexibility in problem scope and depth and is worthy of considering in future layout and design a t t empt s . The system outlined in thi s thesis is capable of evolving a variety of floor plans conforming to functional and geometric specifications. Many of the resulting plans look reasonable even when compared to a professional floor plan. Additionally polygonal and multi-floor buildings were also generated.