Knowledge

Multiscale decision-making

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Zhang, H., Wernz, C., Slonim A.D. (2015) Aligning Incentives in Health Care: A Multiscale Decision Theory Approach. EURO Journal on Decision Processes (in press).
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Wernz, C.; Deshmukh, A. (2010). "Multiscale Decision-Making: Bridging Organizational Scales in Systems with Distributed Decision Makers".
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Wernz, C.; Deshmukh (2010). "Multiscale Decision-Making: Bridging Organizational Scales in Systems with Distributed Decision Makers".
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Wernz, C.; Deshmukh, A. (2007). "Decision Strategies and Design of Agent Interactions in Hierarchical Manufacturing Systems".
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Multi-Scale Behavioral Modeling and Analysis Promoting a Fundamental Understanding of Agent-Based System Design and Operation
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Henry, A.; Wernz, C. (2015). "A Multiscale Decision Theory Analysis for Revenue Sharing in Three-Stage Supply Chains".
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NSF Award #1549896, EAGER: Advancing the Foundations of Systems Engineering through Multiscale Decision Theory
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Wernz, C.; Henry, A. (2009). "Multi-Level Coordination and Decision-Making in Service Operations".
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Multiscale Decision-Making: Bridging Temporal and Organizational Scales in Hierarchical Systems
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directed by Dr. Christian Wernz is working at the forefront of MSDT theory and applications.
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Multiscale decision theory has been applied to manufacturing enterprise enterprises,
32: 367: 208: 181: 262: 104: 100: 92: 319:, Mathematics in Science and Engineering, Volume 68, Academic Press, 1970. 235: 386: 108: 72:
that exhibit multiscale phenomena. The theory's results can be used by
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http://scholarworks.umass.edu/dissertations/AAI3336994/
347:, Dissertation, University of Massachusetts Amherst. 387:
Multiscale Decision Making Laboratory, Virginia Tech
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to improve system performance and decision quality.
107:value (quality of outcomes per dollar spent). The 315:Mesaroviฤ‡, M. D., Macko, D. and Takahara, Y., 8: 382:Multiscale Mathematics Initiative: A Roadmap 157:Multiscale Mathematics Initiative: A Roadmap 317:Theory of Hierarchical, Multilevel, Systems 118:Multiscale decision theory is related to: 76:and decision-makers in organizations and 356:European Journal of Operational Research 197:European Journal of Operational Research 149: 133:Cooperative distributed problem solving 57:Multiscale decision theory builds upon 303:Competitive Markov Decision Processes 109:Multiscale Decision Making Laboratory 7: 50:to solve multiscale challenges in 14: 170:Journal of Manufacturing Systems 1: 251:Annals of Operations Research 138:Decentralized decision making 331:Distributed Decision Making 433: 368:10.1016/j.ejor.2009.06.022 209:10.1016/j.ejor.2009.06.022 182:10.1016/j.jmsy.2007.10.003 21:multiscale decision theory 17:Multiscale decision-making 263:10.1007/s10479-014-1735-y 48:Markov decision processes 301:Filar, J., Vrieze, K., 89:supply chain management 63:multiscale mathematics 52:sociotechnical systems 19:, also referred to as 27:), is an approach in 236:10.1287/serv.1.4.270 123:Multiscale modeling 99:, among others. In 97:systems engineering 74:mechanism designers 29:operations research 333:, Springer, 2003. 305:, Springer, 1996. 40:influence diagrams 407:Decision analysis 329:Schneeweiss, C., 128:Decision analysis 44:dependency graphs 424: 417:Markov processes 412:Mechanism design 371: 289: 284: 278: 273: 267: 266: 246: 240: 239: 219: 213: 212: 192: 186: 185: 165: 159: 154: 42:, in particular 432: 431: 427: 426: 425: 423: 422: 421: 397: 396: 378: 353: 298: 293: 292: 285: 281: 274: 270: 248: 247: 243: 224:Service Science 221: 220: 216: 194: 193: 189: 167: 166: 162: 155: 151: 146: 85:service systems 78:complex systems 67:decision-making 59:decision theory 12: 11: 5: 430: 428: 420: 419: 414: 409: 399: 398: 395: 394: 389: 384: 377: 376:External links 374: 373: 372: 362:(3): 828โ€“840. 351: 341: 327: 313: 297: 294: 291: 290: 279: 268: 257:(1): 277โ€“300. 241: 230:(4): 270โ€“283. 214: 203:(3): 828โ€“840. 187: 176:(2): 135โ€“143. 160: 148: 147: 145: 142: 141: 140: 135: 130: 125: 31:that combines 13: 10: 9: 6: 4: 3: 2: 429: 418: 415: 413: 410: 408: 405: 404: 402: 393: 390: 388: 385: 383: 380: 379: 375: 369: 365: 361: 357: 352: 350: 346: 342: 340: 339:3-540-40201-2 336: 332: 328: 326: 325:0-12-491550-7 322: 318: 314: 312: 311:0-387-94805-8 308: 304: 300: 299: 295: 288: 283: 280: 277: 272: 269: 264: 260: 256: 252: 245: 242: 237: 233: 229: 225: 218: 215: 210: 206: 202: 198: 191: 188: 183: 179: 175: 171: 164: 161: 158: 153: 150: 143: 139: 136: 134: 131: 129: 126: 124: 121: 120: 119: 116: 114: 113:Virginia Tech 110: 106: 102: 98: 94: 90: 86: 81: 79: 75: 71: 68: 64: 60: 55: 53: 49: 45: 41: 38: 34: 30: 26: 22: 18: 359: 355: 344: 330: 316: 302: 296:Bibliography 282: 271: 254: 250: 244: 227: 223: 217: 200: 196: 190: 173: 169: 163: 152: 117: 82: 56: 24: 20: 16: 15: 343:Wernz, C., 37:multi-agent 33:game theory 401:Categories 144:References 105:healthcare 101:healthcare 93:healthcare 70:networks 337:  323:  309:  46:, and 335:ISBN 321:ISBN 307:ISBN 61:and 25:MSDT 364:doi 360:202 259:doi 255:226 232:doi 205:doi 201:202 178:doi 111:at 403:: 358:. 253:. 226:. 199:. 174:26 172:. 95:, 91:, 87:, 35:, 370:. 366:: 265:. 261:: 238:. 234:: 228:1 211:. 207:: 184:. 180:: 23:(

Index

operations research
game theory
multi-agent
influence diagrams
dependency graphs
Markov decision processes
sociotechnical systems
decision theory
multiscale mathematics
decision-making
networks
mechanism designers
complex systems
service systems
supply chain management
healthcare
systems engineering
healthcare
healthcare
Multiscale Decision Making Laboratory
Virginia Tech
Multiscale modeling
Decision analysis
Cooperative distributed problem solving
Decentralized decision making
Multiscale Mathematics Initiative: A Roadmap
doi
10.1016/j.jmsy.2007.10.003
doi
10.1016/j.ejor.2009.06.022

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