Global Optimization

A Solution Space Transformation-Guided Co-Evolution for Energy-Saving Distributed Heterogeneous Flexible Job Shop Scheduling AAAI 2026 ECPv2: Fast, Efficient, and Scalable Global Optimization of Lipschitz Functions AAAI 2026 EvoGrad: Evolutionary-Weighted Gradient and Hessian Learning for Black-Box Optimization AAAI 2026 Spatial Branch-and-Bound for Computing Multiplayer Nash Equilibrium AAAI 2026 (1+1) Genetic Programming with Functionally Complete Instruction Sets Can Evolve Boolean Conjunctions and Disjunctions with Arbitrarily Small Error AAAI 2025 A Biconvex Method for Minimum-Time Motion Planning Through Sequences of Convex Sets RSS 2025 Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design AAAI 2025 A graphical global optimization framework for parameter estimation of statistical models with nonconvex regularization functions AISTATS 2025 Analytical Integral Global Optimization L4DC 2025 Boundary Decomposition for Finding Nadir Objective Vector in Multi-Objective Discrete Optimization AAAI 2025 Cirbo: A New Tool for Boolean Circuit Analysis and Synthesis AAAI 2025 Coevolutionary Emergent Systems Optimization with Applications to Ultra-High-Dimensional Metasurface Design : OAM Wave Manipulation UAI 2025 De Novo Molecular and Crystal Design with Latent Space Bayesian Optimization AAAI 2025 Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants AISTATS 2025 Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal IJCAI 2025 Global Contact-Rich Planning with Sparsity-Rich Semidefinite Relaxations RSS 2025 Improving the Lower Bound in Branch-and-Bound Algorithms for MaxSAT AAAI 2025 Interlocking-free Selective Rationalization Through Genetic-based Learning ACL 2025 Neuro-Guided Graph Search for Symbolic Regression (Student Abstract) AAAI 2025 Stein Boltzmann Sampling: A Variational Approach for Global Optimization AISTATS 2025 Toward Near-Globally Optimal Nonlinear Model Predictive Control via Diffusion Models L4DC 2025 A Fast Exact Solver with Theoretical Analysis for the Maximum Edge-Weighted Clique Problem AAAI 2024 A Globally Optimal Portfolio for m-Sparse Sharpe Ratio Maximization NeurIPS 2024 An invariant information geometric method for high-dimensional online optimization L4DC 2024 Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret AAAI 2024