A hybrid mechanism for optimizing construction simulation models

A hybrid optimization mechanism for constructing a dynamic simulation system—An operational behavior analysis of a moving scaffolding system

“…Some studies presented a hybrid simulation tool that combined GA and computer simulation software to simulate and optimize productivity and cost in construction-related applications [12,13]. Cheng combined neural networks, GAs and fuzzy logic to develop an Evolutionary Fuzzy Neural Inference Model (EFNIM) and resolve construction management problems.…”

Multi-objective simulation-optimization for earthmoving operations

“…Abourizk and Shi [8] and Shi and Abourizk [9] considered constraints on inputs to guide simulation experiments for seeking near-optimal resource quantities. Hegazy and Kassab [10], Cheng and Feng [11], Marzouk and Moselhi [3,12] and Cheng et al [13] proposed simulation-optimization by combining genetic algorithm (GA) with CYCLONE or other simulation techniques.…”

Integrating Messy Genetic Algorithms and Simulation to Optimize Resource Utilization

“…Similarly, Hegazy and Kassab (2003) used a GA‐simulation technique for resource optimization in construction planning. Cheng et al (2005) combined HA and GA to improve the efficiency of simply using GA for locating the optimal resource combination. Moreover, Senouci and Adeli (2001) present an optimization model for resource scheduling taking into account project scheduling characteristics neglected in the previous research such as precedence relationships, multiple crew‐strategies, and time–cost trade‐off.…”