Optimizing aspects of pedestrian traffic in building designs

In this work, we investigate aspects of building design that can be optimized. Architectural features that we explore include pillar placement in simple corridors, doorway placement in buildings, and agent placement for information dispersement in an evacuation. The metrics utilized are tuned to the specific scenarios we study, which include continuous flow pedestrian movement and building evacuation. We use Multidimensional Direct Search (MDS) optimization with an extreme barrier criteria to find optimal placements while enforcing building constraints.

[1]  Charles Audet,et al.  A Pattern Search Filter Method for Nonlinear Programming without Derivatives , 2001, SIAM J. Optim..

[2]  Craig W. Reynolds Flocks, herds, and schools: a distributed behavioral model , 1987, SIGGRAPH.

[3]  Charles Audet,et al.  Mesh Adaptive Direct Search Algorithms for Constrained Optimization , 2006, SIAM J. Optim..

[4]  Norman I. Badler,et al.  Virtual Crowds: Methods, Simulation, and Control , 2008, Virtual Crowds: Methods, Simulation, and Control.

[5]  Virginia Torczon,et al.  On the Convergence of Pattern Search Algorithms , 1997, SIAM J. Optim..

[6]  Charles Audet,et al.  A MADS Algorithm with a Progressive Barrier for Derivative-Free Nonlinear Programming , 2007 .

[7]  Virginia Torczon,et al.  On the Convergence of the Multidirectional Search Algorithm , 1991, SIAM J. Optim..

[8]  A. Bauman,et al.  Understanding environmental influences on walking; Review and research agenda. , 2004, American journal of preventive medicine.

[9]  P. Torrens Moving Agent Pedestrians Through Space and Time , 2012 .

[10]  Alan Penn,et al.  Encoding Natural Movement as an Agent-Based System: An Investigation into Human Pedestrian Behaviour in the Built Environment , 2002 .

[11]  Hitoshi Furuta,et al.  Evacuation simulation in underground mall by artificial life technology , 2003, Fourth International Symposium on Uncertainty Modeling and Analysis, 2003. ISUMA 2003..

[12]  Norman I. Badler,et al.  Controlling individual agents in high-density crowd simulation , 2007, SCA '07.

[13]  Benigno E. Aguirre,et al.  A Critical Review Of Emergency Evacuation Simulation Models , 2004 .

[14]  Hao Liu,et al.  A Simulation-Based Tool for Energy Efficient Building Design for a Class of Manufacturing Plants , 2013, IEEE Transactions on Automation Science and Engineering.

[15]  Nancy M. Amato,et al.  Behavior-based evacuation planning , 2010, 2010 IEEE International Conference on Robotics and Automation.

[16]  Craig W. Reynolds Steering Behaviors For Autonomous Characters , 1999 .

[17]  Fariborz Haghighat,et al.  Multiobjective optimization of building design using TRNSYS simulations, genetic algorithm, and Artificial Neural Network , 2010 .

[18]  S. A. Jurovics Optimization applied to the design of an energy-efficient building , 1978 .

[19]  Robert Michael Lewis,et al.  A Direct Search Approach to Nonlinear Programming Problems Using an Augmented Lagrangian Method with Explicit Treatment of Linear Constraints , 2010 .

[20]  Rekha Bhowmik Building design optimization using sequential linear programming , 2007, Proceedings 2007 IEEE SoutheastCon.

[21]  Jake Pauls,et al.  The movement of people in buildings and design solutions for means of egress , 1984 .

[22]  Nancy M. Amato,et al.  Utilizing Roadmaps in Evacuation Planning , 2011 .

[23]  Chris W. Johnson,et al.  Extending the use of evacuation simulators to support counter terrorism: using models of human behaviour to coordinate emergency responses to Improvised Explosive Devices , 2008 .

[24]  Demetri Terzopoulos,et al.  Autonomous pedestrians , 2007, Graph. Model..

[25]  Prostitution In Nevada,et al.  ANNALS of the Association of American Geographers , 1974 .

[26]  Norman I. Badler,et al.  Modeling Crowd and Trained Leader Behavior during Building Evacuation , 2006, IEEE Computer Graphics and Applications.

[27]  Nancy M. Amato,et al.  Environmental Effect on Egress Simulation , 2012, MIG.

[28]  Federico Garriga Garzón,et al.  Optimal building evacuation time considering evacuation routes , 2009, Eur. J. Oper. Res..

[29]  Lubos Buzna,et al.  Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions , 2005, Transp. Sci..

[30]  Dirk Helbing,et al.  Simulating dynamical features of escape panic , 2000, Nature.

[31]  Sven Leyffer,et al.  Nonlinear programming without a penalty function , 2002, Math. Program..