18 Interface changes

The section shows interface-specific changes to the MOSEK Optimization Toolbox for MATLAB in version 11.0 compared to version 10. See the release notes for general changes and new features of the MOSEK Optimization Suite.

18.1 Important changes compared to version 10

• Parameters. Users who set parameters to tune the performance and numerical properties of the solver (termination criteria, tolerances, solving primal or dual, presolve etc.) are recommended to reevaluate such tuning. It may be that other, or default, parameter settings will be more beneficial in the current version. The hints in Sec. 8 (Debugging Tutorials) may be useful for some cases.

• Deprecation notice. The Optimization Toolbox for MATLAB is now considered a legacy without active development other than bugfixing. It will be removed in some future MOSEK version. We encourage users to consider a transition to the new MOSEK API for MATLAB.

18.2 Changes compared to version 10

18.2.1 Parameters compared to version 10

Added

• MSK_DPAR_FOLDING_TOL_EQ

• MSK_DPAR_MIO_CLIQUE_TABLE_SIZE_FACTOR

• MSK_DPAR_SIM_PRECISION_SCALING_EXTENDED

• MSK_DPAR_SIM_PRECISION_SCALING_NORMAL

• MSK_IPAR_FOLDING_USE

• MSK_IPAR_GETDUAL_CONVERT_LMIS

• MSK_IPAR_HEARTBEAT_SIM_FREQ_TICKS

• MSK_IPAR_LOG_SIM_FREQ_GIGA_TICKS

• MSK_IPAR_MIO_CONFLICT_ANALYSIS_LEVEL

• MSK_IPAR_MIO_CROSSOVER_MAX_NODES

• MSK_IPAR_MIO_INDEPENDENT_BLOCK_LEVEL

• MSK_IPAR_MIO_OPT_FACE_MAX_NODES

• MSK_IPAR_MIO_RENS_MAX_NODES

• MSK_IPAR_PTF_WRITE_SINGLE_PSD_TERMS

• MSK_IPAR_READ_ASYNC

• MSK_IPAR_SIM_PRECISION

• MSK_IPAR_SIM_PRECISION_BOOST

• MSK_IPAR_WRITE_ASYNC

Removed

• MSK_DPAR_CHECK_CONVEXITY_REL_TOL

• MSK_DPAR_PRESOLVE_TOL_AIJ

• MSK_IPAR_INFEAS_PREFER_PRIMAL

• MSK_IPAR_INTPNT_MAX_NUM_REFINEMENT_STEPS

• MSK_IPAR_INTPNT_PURIFY

• MSK_IPAR_LOG_RESPONSE

• MSK_IPAR_LOG_SIM_MINOR

• MSK_IPAR_MIO_ROOT_REPEAT_PRESOLVE_LEVEL

• MSK_IPAR_PRESOLVE_LEVEL

• MSK_IPAR_SENSITIVITY_OPTIMIZER

• MSK_IPAR_SIM_STABILITY_PRIORITY

• MSK_IPAR_SOL_FILTER_KEEP_RANGED

• MSK_IPAR_SOLUTION_CALLBACK

• MSK_IPAR_WRITE_DATA_PARAM

• MSK_IPAR_WRITE_GENERIC_NAMES_IO

• MSK_IPAR_WRITE_TASK_INC_SOL

• MSK_IPAR_WRITE_XML_MODE

• MSK_SPAR_WRITE_LP_GEN_VAR_NAME

18.2.2 Constants compared to version 10

Added

• "MSK_CALLBACK_BEGIN_FOLDING"

• "MSK_CALLBACK_BEGIN_FOLDING_BI"

• "MSK_CALLBACK_BEGIN_FOLDING_BI_DUAL"

• "MSK_CALLBACK_BEGIN_FOLDING_BI_INITIALIZE"

• "MSK_CALLBACK_BEGIN_FOLDING_BI_OPTIMIZER"

• "MSK_CALLBACK_BEGIN_FOLDING_BI_PRIMAL"

• "MSK_CALLBACK_BEGIN_INITIALIZE_BI"

• "MSK_CALLBACK_BEGIN_OPTIMIZE_BI"

• "MSK_CALLBACK_DECOMP_MIO"

• "MSK_CALLBACK_END_FOLDING"

• "MSK_CALLBACK_END_FOLDING_BI"

• "MSK_CALLBACK_END_FOLDING_BI_DUAL"

• "MSK_CALLBACK_END_FOLDING_BI_INITIALIZE"

• "MSK_CALLBACK_END_FOLDING_BI_OPTIMIZER"

• "MSK_CALLBACK_END_FOLDING_BI_PRIMAL"

• "MSK_CALLBACK_END_INITIALIZE_BI"

• "MSK_CALLBACK_END_OPTIMIZE_BI"

• "MSK_CALLBACK_FOLDING_BI_DUAL"

• "MSK_CALLBACK_FOLDING_BI_OPTIMIZER"

• "MSK_CALLBACK_FOLDING_BI_PRIMAL"

• "MSK_CALLBACK_HEARTBEAT"

• "MSK_CALLBACK_OPTIMIZE_BI"

• "MSK_CALLBACK_QO_REFORMULATE"

• "MSK_DINF_FOLDING_BI_OPTIMIZE_TIME"

• "MSK_DINF_FOLDING_BI_UNFOLD_DUAL_TIME"

• "MSK_DINF_FOLDING_BI_UNFOLD_INITIALIZE_TIME"

• "MSK_DINF_FOLDING_BI_UNFOLD_PRIMAL_TIME"

• "MSK_DINF_FOLDING_BI_UNFOLD_TIME"

• "MSK_DINF_FOLDING_FACTOR"

• "MSK_DINF_FOLDING_TIME"

• "MSK_IINF_FOLDING_APPLIED"

• "MSK_IINF_MIO_FINAL_NUMBIN"

• "MSK_IINF_MIO_FINAL_NUMBINCONEVAR"

• "MSK_IINF_MIO_FINAL_NUMCON"

• "MSK_IINF_MIO_FINAL_NUMCONE"

• "MSK_IINF_MIO_FINAL_NUMCONEVAR"

• "MSK_IINF_MIO_FINAL_NUMCONT"

• "MSK_IINF_MIO_FINAL_NUMCONTCONEVAR"

• "MSK_IINF_MIO_FINAL_NUMDEXPCONES"

• "MSK_IINF_MIO_FINAL_NUMDJC"

• "MSK_IINF_MIO_FINAL_NUMDPOWCONES"

• "MSK_IINF_MIO_FINAL_NUMINT"

• "MSK_IINF_MIO_FINAL_NUMINTCONEVAR"

• "MSK_IINF_MIO_FINAL_NUMPEXPCONES"

• "MSK_IINF_MIO_FINAL_NUMPPOWCONES"

• "MSK_IINF_MIO_FINAL_NUMQCONES"

• "MSK_IINF_MIO_FINAL_NUMRQCONES"

• "MSK_IINF_MIO_FINAL_NUMVAR"

• "MSK_IINF_MIO_NUM_BLOCKS_SOLVED_IN_BB"

• "MSK_IINF_MIO_NUM_BLOCKS_SOLVED_IN_PRESOLVE"

• "MSK_LIINF_BI_CLEAN_ITER"

• "MSK_LIINF_FOLDING_BI_DUAL_ITER"

• "MSK_LIINF_FOLDING_BI_OPTIMIZER_ITER"

• "MSK_LIINF_FOLDING_BI_PRIMAL_ITER"

• "MSK_LIINF_MIO_FINAL_ANZ"

• "MSK_OPTIMIZER_NEW_DUAL_SIMPLEX"

• "MSK_OPTIMIZER_NEW_PRIMAL_SIMPLEX"

Removed

• MSK_CALLBACKCODE_BEGIN_SIMPLEX_BI

• MSK_CALLBACKCODE_IM_BI

• MSK_CALLBACKCODE_IM_CONIC

• MSK_CALLBACKCODE_IM_DUAL_BI

• MSK_CALLBACKCODE_IM_INTPNT

• MSK_CALLBACKCODE_IM_PRESOLVE

• MSK_CALLBACKCODE_IM_PRIMAL_BI

• MSK_CALLBACKCODE_IM_QO_REFORMULATE

• MSK_CALLBACKCODE_IM_SIMPLEX_BI

• MSK_DINFITEM_BI_CLEAN_DUAL_TIME

• MSK_DINFITEM_BI_CLEAN_PRIMAL_TIME

• MSK_LIINFITEM_BI_CLEAN_DUAL_DEG_ITER

• MSK_LIINFITEM_BI_CLEAN_DUAL_ITER

• MSK_LIINFITEM_BI_CLEAN_PRIMAL_DEG_ITER

• MSK_LIINFITEM_BI_CLEAN_PRIMAL_ITER

18.2.3 Response Codes compared to version 10

Added

• "MSK_RES_ERR_GETDUAL_NOT_AVAILABLE"

• "MSK_RES_ERR_READ_ASYNC"

• "MSK_RES_ERR_READ_PREMATURE_EOF"

• "MSK_RES_ERR_READ_WRITE"

• "MSK_RES_ERR_SERVER_HARD_TIMEOUT"

• "MSK_RES_ERR_TASK_PREMATURE_EOF"

• "MSK_RES_ERR_WRITE_ASYNC"

• "MSK_RES_ERR_WRITE_LP_DUPLICATE_CON_NAMES"

• "MSK_RES_ERR_WRITE_LP_DUPLICATE_VAR_NAMES"

• "MSK_RES_ERR_WRITE_LP_INVALID_CON_NAMES"

• "MSK_RES_ERR_WRITE_LP_INVALID_VAR_NAMES"

• "MSK_RES_TRM_SERVER_MAX_MEMORY"

• "MSK_RES_TRM_SERVER_MAX_TIME"

• "MSK_RES_WRN_GETDUAL_IGNORES_INTEGRALITY"

• "MSK_RES_WRN_PRESOLVE_PRIMAL_PERTURBATIONS"

• "MSK_RES_WRN_PTF_UNKNOWN_SECTION"

Removed

• MSK_RES_ERR_INVALID_AMPL_STUB

• MSK_RES_ERR_SIZE_LICENSE_NUMCORES

• MSK_RES_ERR_XML_INVALID_PROBLEM_TYPE

• MSK_RES_WRN_PRESOLVE_PRIMAL_PERTUBATIONS

• MSK_RES_WRN_WRITE_LP_DUPLICATE_CON_NAMES

• MSK_RES_WRN_WRITE_LP_DUPLICATE_VAR_NAMES

• MSK_RES_WRN_WRITE_LP_INVALID_CON_NAMES

• MSK_RES_WRN_WRITE_LP_INVALID_VAR_NAMES